yqsong

SONG, Yangqiu
宋陽秋

(PhD Tsinghua University)

Phone: (852) 2358 6987
Email: yqsong@ust.hk
Office: Room 3508

Associate Professor



Biography

Prof. Song is an assistant professor at Department of CSE with a joint appointment at Math Department at HKUST. He was an assistant professor at Lane Department of CSEE at WVU (2015-2016); a post-doc researcher at UIUC (2013-2015), a post-doc researcher at HKUST and visiting researcher at Huawei Noah's Ark Lab, Hong Kong (2012-2013); an associate researcher at Microsoft Research Asia (2010-2012); a staff researcher at IBM Research-China (2009-2010). He received my B.E. and Ph.D. degree from Tsinghua University, China, in July 2003 and January 2009. He also worked as interns at Google in 2007-2008 and at IBM Research-China in 2006-2007.

Research Interests

Knowledge graph, text mining, information extraction, machine learning

Selected Publications

  Article

  1. Top Ten Challenges Towards Agentic Neural Graph Databases
    • Author(s): Bai, Jiaxin; Wang, Zihao; Zhou, Yukun; Yin, Hang; Fei, Weizhi; Hu, Qi; Deng, Zheye; Cheng, Jiayang; Zheng, Tianshi; Tsang, Hong Ting; Gao, Yisen; Xie, Zhongwei; Li, Yufei; Fan, Lixin; Yuan, Binhang; Wang, Wei; Chen, Lei; Zhou, Xiaofang; Song, Yangqiu
    • Source: IEEE Data Engineering Bulletin, v. 49, (1), March 2025, p. 104-123
    • Year: 2025

  2. Acquiring and modeling abstract commonsense knowledge via conceptualization
    • Author(s): He, Mutian; Fang, Tianqing; Wang, Weiqi; Song, Yangqiu
    • Source: Artificial Intelligence, v. 333, August 2024, article number 104149
    • Year: 2024

  3. Deep learning analysis of smart meter data from a small sample of room air conditioners facilitates routine assessment of their operational efficiency
    • Author(s): Wang, Weiqi; Zhou, Zixuan; Derrible, Sybil; Song, Yangqiu; Lu, Zhongming
    • Source: Energy and AI, v. 16, May 2024, article number 100338
    • Year: 2024

  4. Sequential Query Encoding for Complex Query Answering on Knowledge Graphs
    • Author(s): Bai, Jiaxin; Zheng, Tianshi; Song, Yangqiu
    • Source: Transactions on Machine Learning Research, v. 2023, June 2023
    • Year: 2023

  5. BEKG: A built environment knowledge graph
    • Author(s): Yang, Xiaojun; Zhong, Haoyu; Wang, Zhengdong; Du, Penglin; Zhou, Keyi; Zhou, Heping; Lai, Xingjin; Lau, Yik Lun; Song, Yangqiu; Tang, Liyaning
    • Source: Building Research and Information, 2 August 2023, p. 1-19
    • Year: 2023

  6. BiGCN: A bi-directional low-pass filtering graph neural network
    • Author(s): Chen, Zhixian; Ma, Tengfei; Jin, Zhihua; Song, Yangqiu; Wang, Yang
    • Source: Analysis and Applications, v. 20, (6), November 2022, p. 1193-1214
    • Year: 2022

  7. KG4Vis: A Knowledge Graph-Based Approach for Visualization Recommendation
    • Author(s): Li, Haotian; Wang, Yong; Zhang, Songheng; Song, Yangqiu; Qu, Huamin
    • Source: IEEE Transactions on Visualization and Computer Graphics, v. 28, (1), January 2022, p. 195-205
    • Year: 2022

  8. ASER: Towards large-scale commonsense knowledge acquisition via higher-order selectional preference over eventualities
    • Author(s): Zhang, Hongming; Liu, Xin; Pan, Haojie; Ke, Haowen; Ou, Jiefu; Fang, Tianqing; Song, Yangqiu
    • Source: Artificial Intelligence, v. 309, August 2022, article number 103740
    • Year: 2022

  9. Logical Queries on Knowledge Graphs: Emerging Interface of Incomplete Relational Data
    • Author(s): Wang, Zihao; Yin, Hang; Song, Yangqiu
    • Source: IEEE Data Engineering Bulletin, v. 45, (4), December 2022, p. 3-18
    • Year: 2022

  10. VD-PCR: Improving visual dialog with pronoun coreference resolution
    • Author(s): Yu, Xintong; Zhang, Hongming; Hong, Ruixin; Song, Yangqiu; Zhang, Changshui
    • Source: Pattern Recognition, v. 125, May 2022, article number 108540
    • Year: 2022

  11. RWNE: A scalable random-walk-based network embedding framework with personalized higher-order proximity preserved
    • Author(s): Li, Jianxin; Ji, Cheng; Peng, Hao; He, Yu; Song, Yangqiu; Zhang, Xinmiao; Peng, Fanzhang
    • Source: Journal of Artificial Intelligence Research, v. 71, June 2021, p. 237-263
    • Year: 2021

  12. Ranking Users in Social Networks with Motif-Based PageRank
    • Author(s): Zhao, Huan; Xu, Xiaogang; Song, Yangqiu; Lee, Dik Lun; Chen, Zhao; Gao, Han
    • Source: IEEE Transactions on Knowledge and Data Engineering, v. 33, (5), May 2021, article number 8897608, p. 2179-2192
    • Year: 2021

  13. Streaming Social Event Detection and Evolution Discovery in Heterogeneous Information Networks
    • Author(s): Peng, Hao; Li, Jianxin; Song, Yangqiu; Yang, Renyu; Ranjan, Rajiv; Yu, Philip S.; He, Lifang
    • Source: ACM Transactions on Knowledge Discovery from Data, v. 15, (5), June 2021, article number 89, p. 1-33
    • Year: 2021

  14. Social explorative attention based recommendation for content distribution platforms
    • Author(s): Xiao, Wenyi; Zhao, Huan; Pan, Haojie; Song, Yangqiu; Zheng, Vincent W.; Yang, Qiang
    • Source: Data Mining and Knowledge Discovery, v. 35, (2), March 2021, p. 533-567
    • Year: 2021

  15. Side Information Fusion for Recommender Systems over Heterogeneous Information Network
    • Author(s): Zhao, Huan; Yao, Quanming; Song, Yangqiu; Kwok, Tin Yau; Lee, Dik Lun
    • Source: ACM Transactions on Knowledge Discovery from Data, v. 15, (4), August 2021, article number 60, p. 1-32
    • Year: 2021

  16. Event detection and evolution in multi-lingual social streams
    • Author(s): Liu, Yaopeng; Peng, Hao; Li, Jianxin; Song, Yangqiu; Li, Xiong
    • Source: Frontiers of Computer Science, v. 14, (5), October 2020, article number 145612
    • Year: 2020

  17. Find truth in the hands of the few: acquiring specific knowledge with crowdsourcing
    • Author(s): Han, Tao; Sun, Hailong; Song, Yangqiu; Fang, Yili; Liu, Xudong
    • Source: Frontiers of Computer Science, v. 15, (4), 2 October 2020, article number 154315
    • Year: 2020

  18. Special Issue on Data-Driven Personality Modeling for Intelligent Human-Computer Interaction
    • Author(s): Pan, Shimei; Brdiczka, Oliver; Kleinsmith, Andrea; Song, Yangqiu
    • Source: ACM Transactions on Interactive Intelligent Systems, v. 10, (3), November 2020, article number 3402522
    • Year: 2020

  19. Toward Any-language Zero-shot Topic Classification of Textual Documents
    • Author(s): Song, Yangqiu; Upadhyay, Shyam; Peng, Haoruo; Mayhew, Stephen; Roth, Dan
    • Source: Artificial Intelligence, v. 274, September 2019, p. 133-150
    • Year: 2019

  20. Unsupervised Meta-path Selection for Text Similarity Measure Based on Heterogeneous Information Networks
    • Author(s): Wang, Chenguang; Song, Yangqiu; Li, Haoran; Zhang, Ming; Han, Jiawei
    • Source: Data Mining and Knowledge Discovery, v. 32, (6), November 2018, p. 1735-1767
    • Year: 2018

  21. Illinois CCG LoReHLT 2016 Named Entity Recognition And Situation Frame Systems
    • Author(s): Tsai, Chen Tse; Mayhew, Stephen; Song, Yangqiu; Sammons, Mark; Roth, Dan
    • Source: Machine Translation, v. 32, (1-2), June 2018, p. 91-103
    • Year: 2018

  22. Adaptive Result Inference for Collecting Quantitative Data With Crowdsourcing
    • Author(s): Sun, Hailong; Hu, Kefan; Fang, Yili; Song, Yangqiu
    • Source: IEEE Internet of Things Journal, v. 4, (5), October 2017, article number 7862852, p. 1389-1398
    • Year: 2017

  23. Microblog Sentiment Classification with Heterogeneous Sentiment Knowledge
    • Author(s): Wu, Fangzhao; Song, Yangqiu; Huang, Yongfeng
    • Source: Information Sciences, v. 373, December 2016, p. 149-164
    • Year: 2016

  24. World Knowledge as Indirect Supervision for Document Clustering
    • Author(s): Wang, Chenguang; Song, Yangqiu; Roth, Dan; Zhang, Ming; Han, Jiawei
    • Source: ACM Transactions on Knowledge Discovery from Data, v. 11, (2), December 2016, article number 13
    • Year: 2016

  25. Heterogeneous Translated Hashing: A Scalable Solution Towards Multi-modal Similarity Search
    • Author(s): Wei, Ying; Song, Yangqiu; Zhen, Yi; Liu, Bo; Yang, Qiang
    • Source: ACM Transactions on Knowledge Discovery from Data, v. 10, (4), July 2016, article number 36
    • Year: 2016

  26. Structured microblog sentiment classification via social context regularization
    • Author(s): Wu, Fangzhao; Huang, Yongfeng; Song, Yangqiu
    • Source: Neurocomputing, v. 175, (A), January 2016, p. 599-609
    • Year: 2016

  27. The Stability and Usability of Statistical Topic Models
    • Author(s): Yang, Yi; Pan, Shimei; Lu, Jie; Topkara, Mercan; Song, Yangqiu
    • Source: ACM Transactions on Interactive Intelligent Systems (TiiS), v. 6, (2), July 2016, article number 14
    • Year: 2016

  28. Towards Building a High-quality Microblog-specific Chinese Sentiment Lexicon
    • Author(s): Wu, Fangzhao; Huang, Yongfeng; Song, Yangqiu; Liu, Shixia
    • Source: Decision Support Systems, v. 87, July 2016, p. 39-49
    • Year: 2016

  29. Does Summarization Help Stock Prediction? A News Impact Analysis
    • Author(s): Li, Xiaodong; Xie, Haoran; Song, Yangqiu; Zhu, Shanfeng; Li, Qing; Wang, Fu Lee
    • Source: IEEE Intelligent Systems, v. 30, (3), May-June 2015, p. 26-34
    • Year: 2015

  30. Evolutionary Bayesian Rose Trees
    • Author(s): Liu, Shixia; Wang, Xiting; Song, Yangqiu; Guo, Baining
    • Source: IEEE Transactions on Knowledge and Data Engineering, v. 27, (6), June 2015, article number 2373384, p. 1533-1546
    • Year: 2015

  31. Automatic Taxonomy Construction from Keywords via Scalable Bayesian Rose Trees
    • Author(s): Song, Yangqiu; Liu, Shixia; Liu, Xueqing; Wang, Haixun
    • Source: IEEE Transactions on Knowledge and Data Engineering, v. 27, (7), July 2015, p. 1861-1874
    • Year: 2015

  32. Brief Survey of Crowdsourcing for Data Mining
    • Author(s): Xintong, Guo; Hongzhi, Wang; Song, Yangqiu; Hong, Gao
    • Source: Expert Systems with Applications, v. 41, (17), December 2014, p. 7987-7994
    • Year: 2014

  33. Semantic Multi-Dimensional Scaling for Open-Domain Sentiment Analysis
    • Author(s): Cambria, Erik; Song, Yangqiu; Wang, Haixun; Howard, Newton
    • Source: IEEE Intelligent Systems, v. 29, (2), 2014, article number 6383145, p. 44-51
    • Year: 2014

  34. Semiparametric preference learning
    • Author(s): Zhen, Yi; Song, Yangqiu; Yeung, Dityan
    • Source: Tsinghua Science and Technology, v. 19, (3), 2014, article number 6838196, p. 257-264
    • Year: 2014

  35. Constrained text coclustering with supervised and unsupervised constraints
    • Author(s): Song, Yangqiu; Pan, Shimei; Liu, Shixia; Wei, Furu; Zhou, Michelle X.; Qian, Weihong
    • Source: IEEE Trans. On Knowledge and Data Engineering, v. 25, (6), June 2013, p. 1227-1239
    • Year: 2013

  36. A Survey on Topic-Based Visual Text Analytics (In Chinese)
    • Author(s): Wu, Yingcai; Cui, Weiwei; Song, Yangqiu; Chen, Yang; Liu, Shixia
    • Source: Journal of Computer-Aided Design and Computer Graphics, v. 24, (10), 2012, p. 1266-1272
    • Year: 2012

  37. ImageHive: Interactive content-aware image summarization
    • Author(s): Tan, Li; Song, Yangqiu; Liu, Shixia; Xie, Lexing
    • Source: IEEE Computer Graphics and Applications, v. 32, (1), 2012, article number 6051407, p. 46-55
    • Year: 2012

  38. TIARA: Interactive, Topic-based Visual Text Summarization and Analysis
    • Author(s): Liu, Shixia; Zhou, Michelle X.; Pan, Shimei; Song, Yangqiu; Qian, Weihong; Cai, Weijia; Lian, Xiaoxiao
    • Source: ACM Transactions on Intelligent Systems and Technology, v. 3, (2), 2012, February, Article number 25
    • Year: 2012

  39. Parallel Spectral Clustering in Distributed Systems
    • Author(s): Chen, Wen-Yen; Song, Yangqiu; Bai, Hongjie; Lin, Chih-Jen; Chang, Edward
    • Source: IEEE Transactions on Pattern Analysis and Machine Intelligence, v. 33, (3), 2011, Article number 5444877, p. 568-586
    • Year: 2011

  40. Large-scale Spectral Clustering with MapReduce and MPI
    • Author(s): Chen, Wen-Yen; Song, Yangqiu; Bai, Hongjie; Lin, Chih-Jen; Chang, Edward
    • Source: Scaling up Machine Learning: Parallel and Distributed Approaches, 2011, Jan, p. 240-261
    • Year: 2011

  41. Boosting with Pairwise Constraints
    • Author(s): Zhang, Changshui; Cai, Qutang; Song, Yangqiu
    • Source: Neurocomputing, v. 73, (4-6), 2010, January, p. 908-919
    • Year: 2010

  42. Semi-Supervised Discriminative Classification with Application to Tumorous Tissues Segmentation of MR Brain Images
    • Author(s): Song, Yangqiu; Zhang, Changshui; Lee, Jianguo; Wang, Fei; Xiang, Shiming; Zhang, Dan
    • Source: Pattern Analysis and Applications, v. 12, (2), 2009, June, p. 99-115
    • Year: 2009

  43. Extracting the Optimal Dimensionality for Local Tensor Discriminant Analysis
    • Author(s): Nie, Feiping; Xiang, Shiming; Song, Yangqiu; Zhang, Changshui
    • Source: Pattern Recognition, v. 42, (1), 2009, January, p. 105-114
    • Year: 2009

  44. Nonlinear Dimensionality Reduction with Relative Distance Comparison
    • Author(s): Zhang, Chunxia; Xiang, Shiming; Nie, Feiping; Song, Yangqiu
    • Source: Neurocomputing, v. 72, (7-9), 2009, March, p. 1719-1731
    • Year: 2009

  45. Orthogonal Locality Minimizing Globality Maximizing Projections for Feature Extraction
    • Author(s): Nie, Feiping; Xiang, Shiming; Song, Yangqiu; Zhang, Changshui
    • Source: Optical Engineering, v. 48, (1), 2009, Article number 017202
    • Year: 2009

  46. Semi-Supervised Sub-Manifold Discriminant Analysis
    • Author(s): Song, Yangqiu; Nie, Feiping; Zhang, Changshui
    • Source: Pattern Recognition Letters, v. 29, (13), October 2008, p. 1806-1813
    • Year: 2008

  47. A unified framework for semi-supervised dimensionality reduction
    • Author(s): Song, Yangqiu; Nie, Feiping; Zhang, Changshui; Xiang, Shiming
    • Source: Pattern Recognition, v. 41, (9), 2008, p. 2789-2799
    • Year: 2008

  48. Semi-supervised Gaussian random field transduction and induction
    • Author(s): Song, Yabgqiu; Lee, Jianguo; Zhang, Changshui; Xiang, Shiming
    • Source: Frontiers of Electrical and Electronic Engineering in China, v. 3, (1), Jan 2008, p. 1-9
    • Year: 2008

  49. Content Based Information Fusion for Semi-Supervised Music Genre Classification
    • Author(s): Song, Yangqiu; Zhang, Changshui
    • Source: IEEE Transactions on Multimedia, v. 10, (1), 2008, January, p. 145-152
    • Year: 2008

  50. Contour Graph Based Human Tracking and Action Sequence Recognition
    • Author(s): Xiang, Shiming; Nie, Feiping; Song, Yangqiu; Zhang, Changshui
    • Source: Pattern Recognition, v. 41, (12), 2008, p. 3653–3664
    • Year: 2008

  51. Semi-Supervised Additive Logistic Regression: A Gradient Descent Solution
    • Author(s): Song, Yangqiu; Cai, Qutang; Nie, Feiping; Zhang, Changshui
    • Source: Tsinghua Science and Technology, v. 12, (6), 2007, December, p. 638-646
    • Year: 2007

  Conference paper

  1. KnowComp at SemEval-2024 Task 9: Conceptualization-Augmented Prompting with Large Language Models for Lateral Reasoning
    • Author(s): Wang, Weiqi; Xu, Baixuan; Shi, Haochen; Bai, Jiaxin; Hu, Qi; Song, Yangqiu
    • Source: SemEval 2024 - 18th International Workshop on Semantic Evaluation, Proceedings of the Workshop / edited by Atul Kr. Ojha, A. Seza Doğruöz, Harish Tayyar Madabushi, Giovanni Da San Martino, Sara Rosenthal, Aiala Rosá. Association for Computational Linguistics, 2024, p. 1639-1645
    • Year: 2024

  2. UrbanCross: Enhancing Satellite Image-Text Retrieval with Cross-Domain Adaptation
    • Author(s): Zhong, Siru; Hao, Xixuan; Yan, Yibo; Zhang, Ying; Song, Yangqiu; Liang, Yuxuan
    • Source: MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2024, p. 6307 -6315
    • Year: 2024

  3. Constrained Reasoning Chains for Enhancing Theory-of-Mind in Large Language Models
    • Author(s): Lin, Zizheng; Chan, Chun Kit; Song, Yangqiu; Liu, Xin
    • Source: Lecture Notes in Computer Science, v. 15282 LNAI, November 2024, p. 354 -360
    • Year: 2024

  4. Miko: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery
    • Author(s): Lu, Feihong; Wang, Weiqi; Luo, Yangyifei; Zhu, Ziqin; Sun, Qingyun; Xu, Baixuan; Shi, Haochen; Gao, Shiqi; Li, Qian; Song, Yangqiu; Li, Jianxin
    • Source: MM 2024 - Proceedings of the 32nd ACM International Conference on Multimedia / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2024, p. 3303 -3312
    • Year: 2024

  5. Generate-on-Graph: Treat LLM as both Agent and KG for Incomplete Knowledge Graph Question Answering
    • Author(s): Xu, Yao; He, Shizhu; Chen, Jiabei; Wang, Zihao; Song, Yangqiu; Tong, Hanghang; Liu, Guang; Zhao, Jun; Liu, Kang
    • Source: EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference / edited by Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen. Association for Computational Linguistics, 2024, p. 18410-18430
    • Year: 2024

  6. PipeNet: Question Answering with Semantic Pruning over Knowledge Graphs
    • Author(s): Su, Ying; Zhang, Jipeng; Song, Yangqiu; Zhang, Tong
    • Source: Proceedings of the Annual Meeting of the Association for Computational Linguistics / edited by Danushka Bollegala, Vered Shwartz. Association for Computational Linguistics, 2024, p. 360-371
    • Year: 2024

  7. ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities
    • Author(s): Su, Ying; Zhang, Ling; Shi, Haochen; Cheng, Jiayang; Yim, Yau Wai; Song, Yangqiu
    • Source: EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference / edited by Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen. Association for Computational Linguistics, 2024, p. 14953-14965
    • Year: 2024

  8. MIND: Multimodal Shopping Intention Distillation from Large Vision-language Models for E-commerce Purchase Understanding
    • Author(s): Xu, Baixuan; Wang, Weiqi; Shi, Haochen; Ding, Wenxuan; Jing, Huihao; Fang, Tianqing; Bai, Jiaxin; Liu, Xin; Yu, Changlong; Li, Zheng; Luo, Chen; Yin, Qingyu; Yin, Bing; Chen, Long; Song, Yangqiu
    • Source: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP / edited by Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen. Miami, Florida, USA : Association for Computational Linguistics, 2024, p. 7800-7815
    • Year: 2024

  9. CANDLE: Iterative Conceptualization and Instantiation Distillation from Large Language Models for Commonsense Reasoning
    • Author(s): Wang, Weiqi; Fang, Tianqing; Li, Chunyang; Shi, Haochen; Ding, Wenxuan; Xu, Baixuan; Wang, Zhaowei; Bai, Jiaxin; Liu, Xin; Cheng, Jiayang; Chan, Chun Kit; Song, Yangqiu
    • Source: Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1, March 2025, p. 2351-2374
    • Year: 2024

  10. PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models
    • Author(s): Li, Haoran; Guo, Dadi; Li, Donghao; Fan, Wei; Hu, Qi; Liu, Xin; Chan, Chun Kit; Yao, Duanyi; Yao, Yuan; Song, Yangqiu
    • Source: Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1, March 2025, p. 54 -73
    • Year: 2024

  11. NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding
    • Author(s): Chan, Chun Kit; Cheng, Jiayang; Yim, Yau Wai; Deng, Zheye; Fan, Wei; Li, Haoran; Liu, Xin; Zhang, Hongming; Wang, Weiqi; Song, Yangqiu
    • Source: Findings of the Association for Computational Linguistics: EMNLP 2024 / Association for Computational Linguistics. Miami, Florida, USA : Association for Computational Linguistics, 2024, p. 4211-4241
    • Year: 2024

  12. IntentionQA: A Benchmark for Evaluating Purchase Intention Comprehension Abilities of Language Models in E-commerce
    • Author(s): Ding, Wenxuan; Wang, Weiqi; Kwok, Sze Heng Douglas; Liu, Minghao; Fang, Tianqing; Bai, Jiaxin; Liu, Xin; Yu, Changlong; Li, Zheng; Luo, Chen; Yin, Qingyu; Yin, Bing; He, Junxian; Song, Yangqiu
    • Source: Findings of the Association for Computational Linguistics: EMNLP 2024 / edited by Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen. Miami, Florida, USA : Association for Computational Linguistics, 2024, p. 2247-2266
    • Year: 2024

  13. Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction
    • Author(s): Deng, Zheye; Chan, Chun Kit; Wang, Weiqi; Sun, Yuxi; Fan, Wei; Zheng, Tianshi; Yim, Yau Wai; Song, Yangqiu
    • Source: EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference / edited by Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen. Association for Computational Linguistics, 2024, p. 9300-9322
    • Year: 2024

  14. Audience Persona Knowledge-Aligned Prompt Tuning Method for Online Debate
    • Author(s): Chan, Chun Kit; Cheng, Jiayang; Liu, Xin; Yim, Yau Wai; Jiang, Yuxin; Deng, Zheye; Li, Haoran; Song, Yangqiu; Wong, Ginny Y.; See, Simon
    • Source: Frontiers in Artificial Intelligence and Applications, v. 392, October 2024, p. 3851-3858
    • Year: 2024

  15. GoldCoin: Grounding Large Language Models in Privacy Laws via Contextual Integrity Theory
    • Author(s): Fan, Wei; Li, Haoran; Deng, Zheye; Wang, Weiqi; Song, Yangqiu
    • Source: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, EMNLP / edited by Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen. Miami, Florida, USA : Association for Computational Linguistics, 2024, p. 3321-3343
    • Year: 2024

  16. ECON: On the Detection and Resolution of Evidence Conflicts
    • Author(s): Cheng, Jiayang; Chan, Chun Kit; Zhuang, Qianqian; Qiu, Lin; Zhang, Tianhang; Liu, Tengxiao; Song, Yangqiu; Zhang, Yue; Liu, Pengfei; Zhang, Zheng
    • Source: EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference / edited by Yaser Al-Onaizan, Mohit Bansal, Yun-Nung Chen. Association for Computational Linguistics, 2024, p. 7816 -7844
    • Year: 2024

  17. Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?
    • Author(s): Wang, Qineng; Wang, Zihao; Su, Ying; Tong, Hanghang; Song, Yangqiu
    • Source: Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1, March 2025, p. 6106-6131
    • Year: 2024

  18. Chain-of-Choice Hierarchical Policy Learning for Conversational Recommendation
    • Author(s): Fan, Wei; Zhang, Weijia; Wang, Weiqi; Song, Yangqiu; Liu, Hao
    • Source: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 14854 LNCS, December 2024, p. 120-137
    • Year: 2024

  19. Privacy-Preserved Neural Graph Databases
    • Author(s): Hu, Qi; Li, Haoran; Bai, Jiaxin; Wang, Zihao; Song, Yangqiu
    • Source: 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024 / Association for Computing Machinery. New York, NY, United States : Association for Computing Machinery, 2024, p. 1108-1118
    • Year: 2024

  20. Understanding Inter-Session Intentions via Complex Logical Reasoning
    • Author(s): Bai, Jiaxin; Luo, Chen; Li, Zheng; Yin, Qingyu; Song, Yangqiu
    • Source: 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2024 / Association for Computing Machinery. New York, NY, United States : Association for Computing Machinery, 2024, p. 71-82
    • Year: 2024

  21. ABSPYRAMID: Benchmarking the Abstraction Ability of Language Models with a Unified Entailment Graph
    • Author(s): Wang, Zhaowei; Shi, Haochen; Wang, Weiqi; Fang, Tianqing; Zhang, Hongming; Choi, Sehyun; Liu, Xin; Song, Yangqiu
    • Source: Findings of the Association for Computational Linguistics: NAACL 2024 - Findings, edited by Kevin Duh, Helena Gomez, Steven Bethard. Association for Computational Linguistics, 2024, p. 3991-4010
    • Year: 2024

  22. EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs
    • Author(s): Cheng, Jiayang; Qiu, Lin; Chan, Chun Kit; Liu, Xin; Song, Yangqiu; Zhang, Zheng
    • Source: 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings, Edited by Calzolari N., Kan M.-Y., Hoste V., Lenci A., Sakti S., Xue N.. European Language Resources Association (ELRA), 2024, p. 6622-6642
    • Year: 2024

  23. COSMO: A Large-Scale E-commerce Common Sense Knowledge Generation and Serving System at Amazon
    • Author(s): Yu, Changlong; Liu, Xin; Maia, Jefferson; Li, Yang; Cao, Tianyu; Gao, Yifan; Song, Yangqiu; Goutam, Rahul; Zhang, Haiyang; Yin, Bing; Li, Zheng
    • Source: SIGMOD/PODS '24: Companion of the 2024 International Conference on Management of Data / ACM. New York, NY, United States : Association for Computing Machinery, 2024, p. 148-160
    • Year: 2024

  24. New Frontiers of Knowledge Graph Reasoning: Recent Advances and Future Trends
    • Author(s): Liu, Lihui; Wang, Zihao; Bai, Jiaxin; Song, Yangqiu; Tong, Hanghang
    • Source: WWW '24: Companion Proceedings of the ACM on Web Conference 2024 / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2024, p. 1294-1297
    • Year: 2024

  25. Complex Reasoning over Logical Queries on Commonsense Knowledge Graphs
    • Author(s): Fang, Tianqing; Chen, Zeming; Song, Yangqiu; Bosselut, Antoine
    • Year: 2024

  26. On-the-fly Denoising for Data Augmentation in Natural Language Understanding
    • Author(s): Fang, Tianqing; Zhou, Wenxuan; Liu, Fangyu; Zhang, Hongming; Song, Yangqiu; Chen, Muhao
    • Year: 2024

  27. Getting Sick After Seeing a Doctor? Diagnosing and Mitigating Knowledge Conflicts in Event Temporal Reasoning
    • Author(s): Fang, Tianqing; Wang, Zhaowei; Zhou, Wenxuan; Zhang, Hongming; Song, Yangqiu; Chen, Muhao
    • Year: 2024

  28. User Consented Federated Recommender System Against Personalized Attribute Inference Attack
    • Author(s): Hu, Qi; Song, Yangqiu
    • Source: WSDM '24: Proceedings of the 17th ACM International Conference on Web Search and Data Mining / Association for Computing Machinery. New York, NY : Association for Computing Machinery, 2024, p. 276-285
    • Year: 2024

  29. ConstraintChecker: A Plugin for Large Language Models to Reason on Commonsense Knowledge Bases
    • Author(s): Do, Van Quyet; Fang, Tianqing; Diao, Shizhe; Wang, Zhaowei; Song, Yangqiu
    • Source: EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference, v. 1, March 2024, p. 714-731
    • Year: 2024

  30. Rethinking Complex Queries on Knowledge Graphs with Neural Link Predictors
    • Author(s): Yin, Hang; Wang, Zihao; Song, Yangqiu
    • Year: 2024

  31. Exploring the Potential of ChatGPT on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations
    • Author(s): Chan, Chun Kit; Cheng, Jiayang; Wang, Weiqi; Jiang, Yuxin; Fang, Tianqing; Liu, Xin; Song, Yangqiu
    • Source: EACL 2024 - 18th Conference of the European Chapter of the Association for Computational Linguistics, Findings of EACL 2024 / Association for Computational Linguistics. Association for Computational Linguistics, 2024, p. 684-721
    • Year: 2024

  32. TILFA: A Unified Framework for Text, Image, and Layout Fusion in Argument Mining
    • Author(s): Zong, Qing; Wang, Zhaowei; Xu, Baixuan; Zheng, Tianshi; Shi, Haochen; Wang, Weiqi; Song, Yangqiu; Wong, Ginny Y.; See, Simon
    • Source: Proceedings of the 10th Workshop on Argument Mining / edited by Milad Alshomary, Chung-Chi Chen, Smaranda Muresan, Joonsuk Park, Julia Romberg. Singapore : Association for Computational Linguistics, 2023, p. 139-147
    • Year: 2023

  33. Self-Consistent Narrative Prompts on Abductive Natural Language Inference
    • Author(s): Chan, Chun Kit; Liu, Xin; Chan, Tsz Ho; Cheng, Jiayang; Song, Yangqiu; Wong, Ginny Y; See, Simon
    • Source: Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, v. 1, November 2023, p. 1040-1057
    • Year: 2023

  34. Enhancing User Intent Capture in Session-Based Recommendation with Attribute Patterns
    • Author(s): Liu, Xin; Li, Zheng; Gao, Yifan; Cao, Tianyu; Wang, Zhengyang; Yin, Bing; Song, Yangqiu
    • Year: 2023

  35. Complex Query Answering on Eventuality Knowledge Graph with Implicit Logical Constraints
    • Author(s): Bai, Jiaxin; Liu, Xin; Wang, Weiqi; Luo, Chen; Song, Yangqiu
    • Year: 2023

  36. StoryAnalogy: Deriving Story-level Analogies from Large Language Models to Unlock Analogical Understanding
    • Author(s): Cheng, Jiayang; Qiu, Lin; Chan, Tsz Ho; Fang, Tianqing; Wang, Weiqi; Chan, Chun Kit; Ru, Dongyu; Guo, Qipeng; Zhang, Hongming; Song, Yangqiu; Zhang, Yue; Zhang, Zheng
    • Source: EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings / edited by Houda Bouamor, Juan Pino, Kalika Bali. Singapore : Association for Computational Linguistics, 2023, p. 11518-11537
    • Year: 2023

  37. Wasserstein-Fisher-Rao Embedding: Logical Query Embeddings with Local Comparison and Global Transport
    • Author(s): Wang, Zihao; Fei, Weizhi; Yin, Hang; Song, Yangqiu; Wong, Ginny Y.; See, Simon
    • Source: Proceedings of the Annual Meeting of the Association for Computational Linguistics / edited by Anna Rogers, Jordan Boyd-Graber, Naoaki Okazaki . Toronto, Canada : Association for Computational Linguistics, 2023, p. 13679-13696
    • Year: 2023

  38. Open Visual Knowledge Extraction via Relation-Oriented Multimodality Model Prompting
    • Author(s): Cui, Hejie; Fang, Xinyu; Zhang, Zihan; Xu, Ran; Kan, Xuan; Liu, Xin; Yu, Yue; Li, Manling; Song, Yangqiu; Yang, Carl
    • Year: 2023

  39. CAR: Conceptualization-Augmented Reasoner for Zero-Shot Commonsense Question Answering
    • Author(s): Wang, Weiqi; Fang, Tianqing; Ding, Wenxuan; Xu, Baixuan; Liu, Xin; Song, Yangqiu; Bosselut, Antoine
    • Source: Findings of the Association for Computational Linguistics: EMNLP 2023 / Edited by Houda Bouamor, Juan Pino, Kalika Bali. Association for Computational Linguistics (ACL), 2023, p. 13520-13545
    • Year: 2023

  40. Independent Distribution Regularization for Private Graph Embedding
    • Author(s): Hu, Qi; Song, Yangqiu
    • Source: CIKM '23: Proceedings of the 32nd ACM International Conference on Information and Knowledge Management / edited by Ingo Frommholz, Frank Hopfgartner, Mark Lee, Michael Oakes, Mounia Lalmas, Min Zhang, Rodrygo Santos. New York, NY : Association for Computing Machinery, 2023, p. 823-832
    • Year: 2023

  41. KnowComp Submission for WMT23 Word-Level AutoCompletion Task
    • Author(s): Wu, Yi; Shi, Haochen; Wang, Weiqi; Song, Yangqiu
    • Source: Conference on Machine Translation - Proceedings, December 2023, p. 882-889
    • Year: 2023

  42. KnowComp Submission for WMT23 Sign Language Translation Task
    • Author(s): Xu, Baixuan; Shi, Haochen; Zheng, Tianshi; Zong, Qing; Wang, Weiqi; Wang, Zhaowei; Song, Yangqiu
    • Source: Conference on Machine Translation - Proceedings, December 2023, p. 351-358
    • Year: 2023

  43. GOLD: A Global and Local-aware Denoising Framework for Commonsense Knowledge Graph Noise Detection
    • Author(s): Deng, Zheye; Wang, Weiqi; Wang, Zhaowei; Liu, Xin; Song, Yangqiu
    • Source: Findings of the Association for Computational Linguistics: EMNLP 2023 / Edited by Houda Bouamor, Juan Pino, Kalika Bali. Association for Computational Linguistics (ACL), 2023, p. 3591-3608
    • Year: 2023

  44. Multi-step Jailbreaking Privacy Attacks on ChatGPT
    • Author(s): Li, Haoran; Guo, Dadi; Fan, Wei; Xu, Mingshi; Huang, Jie; Meng, Fanpu; Song, Yangqiu
    • Source: Findings of the Association for Computational Linguistics: EMNLP 2023 / Edited by Houda Bouamor, Juan Pino, Kalika Bali. Association for Computational Linguistics (ACL), 2023, p. 4138-4153
    • Year: 2023

  45. LATENTLOGIC: Learning Logic Rules in Latent Space over Knowledge Graphs
    • Author(s): Liu, Junnan; Mao, Qianren; Lin, Chenghua; Song, Yangqiu; Li, Jianxin
    • Source: Findings of the Association for Computational Linguistics: EMNLP 2023 / edited by Houda Bouamor, Juan Pino, Kalika Bali. Association for Computational Linguistics(ACL), 2023, p. 4578-4586
    • Year: 2023

  46. QADYNAMICS: Training Dynamics-Driven Synthetic QA Diagnostic for Zero-Shot Commonsense Question Answering
    • Author(s): Shi, Haochen; Wang, Weiqi; Fang, Tianqing; Xu, Baixuan; Ding, Wenxuan; Liu, Xin; Song, Yangqiu
    • Source: Findings of the Association for Computational Linguistics: EMNLP 2023 /Edited by Houda Bouamor, Juan Pino, Kalika Bali. Association for Computational Linguistics (ACL), 2023, p. 15329-15341
    • Year: 2023

  47. Logical Message Passing Networks with One-hop Inference on Atomic Formulas
    • Author(s): Wang, Zihao; Song, Yangqiu; Wong, Ginny Y.; See, Simon
    • Year: 2023

  48. COLA: Contextualized Commonsense Causal Reasoning from the Causal Inference Perspective
    • Author(s): Wang, Zhaowei; Do, Van Quyet; Zhang, Hongming; Zhang, Jiayao; Wang, Weiqi; Fang, Tianqing; Song, Yangqiu; Wong, Ginny Y.; See, Simon
    • Source: Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1, July 2023, p. 5253-5271
    • Year: 2023

  49. Knowledge Graph Reasoning over Entities and Numerical Values
    • Author(s): Bai, Jiaxin; Luo, Chen; Li, Zheng; Yin, Qingyu; Yin, Bing; Song, Yangqiu
    • Source: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 2023, p. 57-68
    • Year: 2023

  50. CAT: A Contextualized Conceptualization and Instantiation Framework for Commonsense Reasoning
    • Author(s): Wang, Weiqi; Fang, Tianqing; Xu, Baixuan; Bo, Chun Yi Louis; Song, Yangqiu; Chen, Lei
    • Source: Proceedings of the Annual Meeting of the Association for Computational Linguistics, v. 1, July 2023, p. 13111-13140
    • Year: 2023

  51. Sentence Embedding Leaks More Information than You Expect: Generative Embedding Inversion Attack to Recover the Whole Sentence
    • Author(s): Li, Haoran; Xu, Mingshi; Song, Yangqiu
    • Source: Proceedings of the Annual Meeting of the Association for Computational Linguistics, July 2023, p. 14022-14040
    • Year: 2023

  52. FolkScope: Intention Knowledge Graph Construction for E-commerce Commonsense Discovery
    • Author(s): Yu, Changlong; Wang, Weiqi; Liu, Xin; Bai, Jiaxin; Song, Yangqiu; Li, Zheng; Gao, Yifan; Cao, Tianyu; Yin, Bing
    • Source: Proceedings of the Annual Meeting of the Association for Computational Linguistics, July 2023, p. 1173-1191
    • Year: 2023

  53. Implicit Query Parsing at Amazon Product Search
    • Author(s): Luo, Chen; Goutam, Rahul; Zhang, Haiyang; Zhang, Chao; Song, Yangqiu; Yin, Bing
    • Source: SIGIR 2023 - Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, July 2023, p. 3380-3384
    • Year: 2023

  54. DiscoPrompt: Path Prediction Prompt Tuning for Implicit Discourse Relation Recognition
    • Author(s): Chan, Chun Kit; Liu, Xin; Cheng, Jiayang; Li, Zihan; Song, Yangqiu; Wong, Ginny Y.; See, Simon
    • Source: Proceedings of the Annual Meeting of the Association for Computational Linguistics, July 2023, p. 35-57
    • Year: 2023

  55. CIKQA: Learning Commonsense Inference with a Unified Knowledge-in-the-loop QA Paradigm
    • Author(s): Zhang, Hongming; Huo, Yintong; Elazar, Yanai; Song, Yangqiu; Goldberg, Yoav; Roth, Dan
    • Source: Findings of the Association for Computational Linguistics: EACL 2023 / Association for Computational Linguistics. Toronto, Canada : Association for Computational Linguistics, 2023, p. 114-124
    • Year: 2023

  56. KnowComp at SemEval-2023 Task 7: Fine-tuning Pre-trained Language Models for Clinical Trial Entailment Identification
    • Author(s): Wang, Weiqi; Xu, Baixuan; Fang, Tianqing; Zhang, Lirong; Song, Yangqiu
    • Source: 17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop, July 2023, p. 1-9
    • Year: 2023

  57. Global Constraints with Prompting for Zero-Shot Event Argument Classification
    • Author(s): Lin, Zizheng; Zhang, Hongming; Song, Yangqiu
    • Source: Findings of the Association for Computational Linguistics: EACL 2023 / edited by Andreas Vlachos, Isabelle Augenstein. Stroudsburg, USA : Association for Computational Linguistics, 2023, p. 2527-2538
    • Year: 2023

  58. PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in English
    • Author(s): Zhao, Xinran; Zhang, Hongming; Song, Yangqiu
    • Source: Proceedings of the 13th Language Resources and Evaluation Conference, LREC 2022 / Edited by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Jan Odijk, Stelios Piperidis. Paris, France : European Language Resources Association, 2022, p. 5963-5973
    • Year: 2022

  59. Multilingual Word Sense Disambiguation with Unified Sense Representation
    • Author(s): Su, Ying; Zhang, Hongming; Song, Yangqiu; Zhang, Tong
    • Source: Proceedings - International Conference on Computational Linguistics, COLING, v. 29, (1), 2022, p. 4193-4202
    • Year: 2022

  60. Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching
    • Author(s): Liu, Xin; Song, Yangqiu
    • Source: Proceedings of the AAAI Conference on Artificial Intelligence, v. 36, (7), 2022, p. 7594-7602, Session: AAAI-22 Technical Tracks 7: AAAI Technical Track on Machine Learning II
    • Year: 2022

  61. Rare and Zero-shot Word Sense Disambiguation using Z-Reweighting
    • Author(s): Su, Ying; Zhang, Hongming; Song, Yangqiu; Zhang, Tong
    • Source: Proceedings of the 60th Annual Meeting of the Association-for-Computational-Linguistics (ACL), v. 1, May 2022, p. 4713-4723
    • Year: 2022

  62. An Empirical Revisiting of Linguistic Knowledge Fusion in Language Understanding Tasks
    • Author(s): Yu, Changlong; Xiao, Tianyi; Kong, Lingpeng; Song, Yangqiu; Ng, Siu Hung
    • Source: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022 / edited by Yoav Goldberg, Zornitsa Kozareva, Yue Zhang. Stroudsburg, USA : Association for Computational Linguistics, 2022, p. 10064-10070
    • Year: 2022

  63. SubeventWriter: Iterative Sub-event Sequence Generation with Coherence Controller
    • Author(s): Wang, Zhaowei; Zhang, Hongming; Fang, Tianqing; Song, Yangqiu; Wong, Ginny Y.; See, Simon
    • Source: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022 / edited by Yoav Goldberg, Zornitsa Kozareva, Yue Zhang. Stroudsburg, USA : Association for Computational Linguistics, 2022, p. 1590-1604
    • Year: 2022

  64. MICO: A Multi-alternative Contrastive Learning Framework for Commonsense Knowledge Representation
    • Author(s): Su, Ying; Wang, Zihao; Fang, Tianqing; Zhang, Hongming; Song, Yangqiu; Zhang, Tong
    • Source: Findings of the Association for Computational Linguistics: EMNLP 2022 / edited by Yoav Goldberg, Zornitsa Kozareva, Yue Zhang. Stroudsburg, USA : Association for Computational Linguistics, 2022, p. 1339-1351
    • Year: 2022

  65. PseudoReasoner: Leveraging Pseudo Labels for Commonsense Knowledge Base Population
    • Author(s): Fang, Tianqing; Do, Van Quyet; Zhang, Hongming; Song, Yangqiu; Wong, Ginny Y.; See, Simon
    • Source: Findings of the Association for Computational Linguistics: EMNLP 2022 / edited by Yoav Goldberg, Zornitsa Kozareva, Yue Zhang. Stroudsburg, USA : Association for Computational Linguistics, 2022, p. 3379-3394
    • Year: 2022

  66. Complex Hyperbolic Knowledge Graph Embeddings with Fast Fourier Transform
    • Author(s): Xiao, Huiru; Liu, Xin; Song, Yangqiu; Wong, Ginny Y.; See, Simon
    • Source: Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing / edited by Yoav Goldberg, Zornitsa Kozareva, Yue Zhang. Stroudsburg, USA : Association for Computational Linguistics, 2022, p. 5228-5239
    • Year: 2022

  67. Weakly Supervised Text Classification using Supervision Signals from a Language Model
    • Author(s): Zeng, Ziqian; Ni, Weimin; Fang, Tianqing; Li, Xiang; Zhao, Xinran; Song, Yangqiu
    • Source: Findings of the Association for Computational Linguistics: NAACL 2022 - Findings, 2022, p. 2295-2305
    • Year: 2022

  68. Query2Particles: Knowledge Graph Reasoning with Particle Embeddings
    • Author(s): Bai, Jiaxin; Wang, Zihao; Zhang, Hongming; Song, Yangqiu
    • Source: Findings of the Association for Computational Linguistics: NAACL 2022 - Findings, 2022, p. 2703-2714
    • Year: 2022

  69. Cross-domain Cross-architecture Black-box Attacks on Fine-tuned Models with Transferred Evolutionary Strategies
    • Author(s): Zhang, Yinghua; Song, Yangqiu; Bai, Kun; Yang, Qiang
    • Source: International Conference on Information and Knowledge Management, Proceedings, October 2022, p. 2661-2670
    • Year: 2022

  70. You Don't Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers' Private Personas
    • Author(s): Li, Haoran; Song, Yangqiu; Fan, Lixin
    • Source: Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies / Association for Computational Linguistics. Seattle, United States : Association for Computational Linguistics, 2022, p. 5858-5870
    • Year: 2022

  71. CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations
    • Author(s): Yu, Changlong; Zhang, Hongming; Song, Yangqiu; Ng, Siu Hung
    • Source: Findings of the Association for Computational Linguistics: ACL 2022 / Edited by Smaranda Muresan, Preslav Nakov, Aline Villavicencio. Stroudsburg, PA, USA : Association for Computational Linguistics, 2022, p. 1175-1187
    • Year: 2022

  72. Boosting Graph Structure Learning with Dummy Nodes
    • Author(s): Liu, Xin; Cheng, Jiayang; Song, Yangqiu; Jiang, Xin
    • Source: Proceedings of Machine Learning Research, v. 162, July 2022, p. 13704-13716
    • Year: 2022

  73. Benchmarking the Combinatorial Generalizability of Complex Query Answering on Knowledge Graphs
    • Author(s): Wang, Zihao; Yin, Hang; Song, Yangqiu
    • Source: Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1 (NeurIPS Datasets and Benchmarks 2021), v. 2021, December 2021, article number 38450
    • Year: 2022

  74. Exophoric Pronoun Resolution in Dialogues with Topic Regularization
    • Author(s): Yu, Xintong; Zhang, Hongming; Song, Yangqiu; Zhang, Changshui; Xu, Kun; Yu, Dong
    • Source: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing / Association for Computational Linguistics. Association for Computational Linguistics, 2021, p. 3832-3845
    • Year: 2021

  75. Benchmarking Commonsense Knowledge Base Population with an Effective Evaluation Dataset
    • Author(s): Fang, Tianqing; Wang, Weiqi; Choi, Sehyun; Hao, Shibo; Zhang, Hongming; Song, Yangqiu; He, Bin
    • Source: Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing / Edited by Marie-Francine Moens, Xuanjing Huang, Lucia Specia, Scott Wen-tau Yih. Association for Computational Linguistics, 2021, p. 8949-8964
    • Year: 2021

  76. Variational Weakly Supervised Sentiment Analysis with Posterior Regularization
    • Author(s): Zeng, Ziqian; Song, Yangqiu
    • Source: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume / Paola Merlo, Jorg Tiedemann, Reut Tsarfaty (Editors). Stroudsburg, USA : Association for Computational Linguistics, 2021, p. 3259-3268
    • Year: 2021

  77. Joint Coreference Resolution and Character Linking for Multiparty Conversation
    • Author(s): Bai, Jiaxin; Zhang, Hongming; Song, Yangqiu; Xu, Kun
    • Source: Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume / Paola Merlo, Jorg Tiedemann, Reut Tsarfaty (Editors). Stroudsburg, USA : Association for Computational Linguistics, 2021, p. 539-548
    • Year: 2021

  78. Fair Representation Learning for Heterogeneous Information Networks
    • Author(s): Zeng, Ziqian; Islam, Rashidul; Keya, Kamrun Naher; Foulds, James; Song, Yangqiu; Pan, Shimei
    • Source: Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, v. 15, (1), May 2021, p. 877-887
    • Year: 2021

  79. Exploring Discourse Structures for Argument Impact Classification
    • Author(s): Liu, Xin; Ou, Jiefu; Song, Yangqiu; Jiang, Xin
    • Source: ACL-IJCNLP 2021 - 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, Proceedings of the Conference, v. 1, 2021, p. 3958-3969
    • Year: 2021

  80. Learning Contextual Causality between Daily Events from Time-Consecutive Images
    • Author(s): Zhang, Hongming; Huo, Yintong; Zhao, Xinran; Song, Yangqiu; Roth, Dan
    • Source: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, June 2021, p. 1752-1755
    • Year: 2021

  81. DISCOS: Bridging the Gap between Discourse Knowledge and Commonsense Knowledge
    • Author(s): Fang, Tianqing; Zhang, Hongming; Wang, Weiqi; Song, Yangqiu; He, Bin
    • Source: WWW '21: Proceedings of the Web Conference 2021 / ACM. New York, NY, United States : Association for Computing Machinery, 2021, p. 2648-2659
    • Year: 2021

  82. Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks
    • Author(s): Xiao, Wenyi; Zhao, Huan; Zheng, Vincent W.; Song, Yangqiu
    • Source: International Conference on Information and Knowledge Management, Proceedings, November 2021, p. 2201-2210
    • Year: 2021

  83. A Brief Survey and Comparative Study of Recent Development of Pronoun Coreference Resolution in English
    • Author(s): Zhang, Hongming; Zhao, Xinran; Song, Yangqiu
    • Source: 4th Workshop on Computational Models of Reference, Anaphora and Coreference, CRAC 2021 - Proceedings of the Workshop, 2021, p. 1-11
    • Year: 2021

  84. Semantic-Specific Hierarchical Alignment Network for Heterogeneous Graph Adaptation
    • Author(s): Zhuang, YuanXin; Shi, Chuan; Yang, Cheng; Zhuang, Fuzhen; Song, Yangqiu
    • Source: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12976 LNAI, 10 September 2021, p. 335-350
    • Year: 2021

  85. Probing Toxic Content in Large Pre-trained Language Models
    • Author(s): Ousidhoum, Nedjma Djouhra; Zhao, Xinran; Fang, Tianqing; Song, Yangqiu; Yeung, Dit Yan
    • Source: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, v. 1, 2021, p. 4262-4274
    • Year: 2021

  86. Manifold Alignment across Geometric Spaces for Knowledge Base Representation Learning
    • Author(s): Xiao, Huiru; Song, Yangqiu
    • Year: 2021

  87. Differentially Private Federated Knowledge Graphs Embedding
    • Author(s): Peng, Hao; Li, Haoran; Song, Yangqiu; Zheng, Vincent; Li, Jianxin
    • Source: International Conference on Information and Knowledge Management, Proceedings, October 2021, p. 1416-1425
    • Year: 2021

  88. Multi-Relational Graph based Heterogeneous Multi-Task Learning in Community Question Answering
    • Author(s): Lin, Zizheng; Ke, Haowen; Wong, Ngo Yin; Bai, Jiaxin; Song, Yangqiu; Zhao, Huan; Ye, Junpeng
    • Source: International Conference on Information and Knowledge Management, Proceedings, October 2021, p. 1038-1047
    • Year: 2021

  89. Ultra-Fine Entity Typing with Weak Supervision from a Masked Language Model
    • Author(s): Dai, Hongliang; Song, Yangqiu; Wang, Haixun
    • Source: Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers), v. 1, 2021, p. 1790-1799
    • Year: 2021

  90. Do Boat and Ocean Suggest Beach? Dialogue Summarization with External Knowledge
    • Author(s): Fang, Tianqing; Pan, Haojie; Zhang, Hongming; Song, Yangqiu; Xu, Kun; Yu, Dong
    • Year: 2021

  91. Exploiting Semantic Relations for Fine-grained Entity Typing
    • Author(s): Dai, Hongliang; Song, Yangqiu; Li, Xin
    • Year: 2020

  92. ASER: A Large-scale Eventuality Knowledge Graph
    • Author(s): Zhang, Hongming; Liu, Xin; Pan, Haojie; Song, Yangqiu; Leung, Wingki
    • Source: The Web Conference 2020 - Proceedings of the World Wide Web Conference, WWW 2020 / Editors: Yennun Huang, Irwin King, Tie-Yan Liu, Maarten van Steen.. New York, NY, USA : ACM, 2020, p. 201-211
    • Year: 2020

  93. On the Importance of Word and Sentence Representation Learning in Implicit Discourse Relation Classification
    • Author(s): Liu, Xin; Ou, Jiefu; Song, Yangqiu; Jiang, Xin
    • Source: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, v. 2021-January, January 2021, p. 3830-3836
    • Year: 2020

  94. TransOMCS: From Linguistic Graphs to Commonsense Knowledge
    • Author(s): Zhang, Hongming; Khashabi, Daniel; Song, Yangqiu; Roth, Dan
    • Source: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, v. 2021-January, January 2021, p. 4004-4010
    • Year: 2020

  95. A Chinese corpus for fine-grained entity typing
    • Author(s): Lee, Chin; Dai, Hongliang; Song, Yangqiu; Li, Xin
    • Source: Proceedings of the 12th Language Resources and Evaluation Conference (LREC 2020) / European Language Resources Association (ELRA). Paris, France : European Language Resources Association (ELRA), 2020, p. 4451-4457
    • Year: 2020

  96. Peer-inspired Student Performance Prediction in Interactive Online Question Pools with Graph Neural Network
    • Author(s): Li, Haotian; Wei, Huan; Wang, Yong; Song, Yangqiu; Qu, Huamin
    • Source: CIKM '20: Proceedings of the 29th ACM International Conference on Information & Knowledge Management / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2020, p. 2589-2596
    • Year: 2020

  97. Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning
    • Author(s): Zhang, Yinghua; Song, Yangqiu; Liang, Jian; Bai, Kun; Yang, Qiang
    • Source: KDD '20: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining / Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2020, p. 2989-2997
    • Year: 2020

  98. Neural Subgraph Isomorphism Counting
    • Author(s): Liu, Xin; Pan, Haojie; He, Mutian; Song, Yangqiu; Jiang, Xin; Shang, Lifeng
    • Source: KDD '20: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, Association for Computing Machinery. New York, United States : Association for Computing Machinery, 2020, p. 1959-1969
    • Year: 2020

  99. Recent Advances on Graph Analytics and Its Applications in Healthcare
    • Author(s): Wang, Fei; Cui, Peng; Pei, Jian; Song, Yangqiu; Zang, Chengxi
    • Source: KDD '20: Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining / Association for Computing Machinery. New York, US : Association for Computing Machinery, 2020, p. 3545-3546
    • Year: 2020

  100. Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations
    • Author(s): Yu, Changlong; Zhang, Hongming; Song, Yangqiu; Ng, Wilfred Siu Hung; Shang, Lifeng
    • Year: 2020

  101. Vertex-reinforced Random Walk for Network Embedding
    • Author(s): Xiao, Wenyi; Huan, Zhao; Zheng, Vincent W.; Song, Yangqiu
    • Source: Proceedings of the 2020 SIAM International Conference on Data Mining / Editor(s): Carlotta Demeniconi and Nitesh Chawla. Philadelphia, USA : Society for Industrial and Applied Mathematics, 2020, p. 595-603
    • Year: 2020

  102. Fisher Deep Domain Adaptation
    • Author(s): Zhang, Yinghua; Zhang, Yu; Wei, Ying; Bai, Kun; Song, Yangqiu; Yang, Qiang
    • Source: Proceedings of the 2020 SIAM International Conference on Data Mining / Editor(s): Carlotta Demeniconi and Nitesh Chawla. Philadelphia, USA : Society for Industrial and Applied Mathematics, 2020, p. 469-477
    • Year: 2020

  103. Comparative Evaluation of Label-Agnostic Selection Bias in Multilingual Hate Speech Datasets
    • Author(s): Ousidhoum, Nedjma Djouhra; Song, Yangqiu; Yeung, Dit Yan
    • Source: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), November 2020, p. 2532-2542
    • Year: 2020

  104. Analogous Process Structure Induction for Sub-event Sequence Prediction
    • Author(s): Zhang, Hongming; Chen, Muhao; Wang, Haoyu; Song, Yangqiu; Roth, Dan
    • Source: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), v. 202, November 2020, p. 1541-1550
    • Year: 2020

  105. When Hearst Is not Enough: Improving Hypernymy Detection from Corpus with Distributional Models
    • Author(s): Yu, Changlong; Han, Jialong; Wang, Peifeng; Song, Yangqiu; Zhang, Hongming; Ng, Wilfred Siu Hung; Shi, Shuming
    • Source: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), November 2020, p. 6208-6217
    • Year: 2020

  106. SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition
    • Author(s): Zhang, Hongming; Ding, Hantian; Song, Yangqiu
    • Source: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics / Anna Korhonen, David Traum, Lluís Màrquez (Editors). Stroudsburg, USA : Association for Computational Linguistics, 2019, p. 722-731
    • Year: 2019

  107. Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision
    • Author(s): Dai, Hongliang; Song, Yangqiu
    • Source: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics / Anna Korhonen, David Traum, Lluís Màrquez (Editors). Stroudsburg, USA : Association for Computational Linguistics, 2019, p. 5268-5277
    • Year: 2019

  108. Hyper-Path-Based Representation Learning for Hyper-Networks
    • Author(s): Huang, Jie; Liu, Xin; Song, Yangqiu
    • Source: Proceedings of the 28th ACM International Conference on Information & Knowledge Management (CIKM '19), November 2019, p. 449-458
    • Year: 2019

  109. Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction
    • Author(s): Xiao, Wenyi; Zhao, Huan; Pan, Haojie; Song, Yangqiu; Zheng, Vincent W.; Yang, Qiang
    • Source: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 2019, p. 235-245
    • Year: 2019

  110. Relation Discovery with Out-of-Relation Knowledge Base as Supervision
    • Author(s): Liang, Yan; Liu, Xin; Zhang, Jianwen; Song, Yangqiu
    • Source: Proceedings of NAACL-HLT, v. 2019, June 2019, p. 3280-3290
    • Year: 2019

  111. Incorporating Context and External Knowledge for Pronoun Coreference Resolution
    • Author(s): Zhang, Hongming; Song, Yan; Song, Yangqiu
    • Source: Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, v. 1, 2019, p. 872-881
    • Year: 2019

  112. A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification
    • Author(s): Zeng, Ziqian; Zhou, Wenxuan; Liu, Xin; Song, Yangqiu
    • Source: Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, June 2019, p. 386-396
    • Year: 2019

  113. Fine-grained Event Categorization With Heterogeneous Graph Convolutional Networks
    • Author(s): Peng, Hao; Li, Jianxin; Gong, Qiran; Song, Yangqiu; Ning, Yuanxing; Lai, Kunfeng; Yu, Philip S.
    • Source: IJCAI International Joint Conference on Artificial Intelligence, v. 2019-August, August 2019, p. 3238-3245
    • Year: 2019

  114. Motif Enhanced Recommendation Over Heterogeneous Information Network
    • Author(s): Zhao, Huan; Zhou, Yingqi; Song, Yangqiu; Lee, Dik Lun
    • Source: Proceedings of the 28th ACM International Conference on Information & Knowledge Management (CIKM '19), November 2019, p. 2189-2192
    • Year: 2019

  115. Improving Fine-grained Entity Typing with Entity Linking
    • Author(s): Dai, Hongliang; Du, Donghong; Li, Xin; Song, Yangqiu
    • Source: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) / Edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Stroudsburg, USA : Association for Computational Linguistics, 2019, p. 6210-6215
    • Year: 2019

  116. What You See is What You Get: Visual Pronoun Coreference Resolution in Dialogues
    • Author(s): Yu, Xintong; Zhang, Hongming; Song, Yangqiu; Song, Yan; Zhang, Changshui
    • Source: Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) / Edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Stroudsburg, USA : Association for Computational Linguistics, 2019, p. 5123-5132
    • Year: 2019

  117. Multilingual and Multi-Aspect Hate Speech Analysis
    • Author(s): Ousidhoum, Nedjma Djouhra; Lin, Zizheng; Zhang, Hongming; Song, Yangqiu; Yeung, Dit Yan
    • Source: EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference / Edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Pennsylvania, United States : Association for Computational Linguistics, 2019, p. 4675-4684
    • Year: 2019

  118. Multiplex Word Embeddings for Selectional Preference Acquisition
    • Author(s): Zhang, Hongming; Bai, Jiaxin; Song, Yan; Xu, Kun; Yu, Changlong; Song, Yangqiu; Ng, Siu Hung; Yu, Dong
    • Source: EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference / Edited by Kentaro Inui, Jing Jiang, Vincent Ng, Xiaojun Wan. Pennsylvania, United States : Association for Computational Linguistics, 2019, p. 5247-5256, Anthology ID: D19-1528
    • Year: 2019

  119. Efficient Path Prediction for Semi-supervised and Weakly Supervised Hierarchical Text Classification
    • Author(s): Xiao, Huiru; Liu, Xin; Song, Yangqiu
    • Source: WWW '19: The World Wide Web Conference / Edited by Ling Liu, Ryen White. New York : Association for Computing Machinery, 2019, p. 3370-3376
    • Year: 2019

  120. HetespaceyWalk: A Heterogeneous Spacey Random Walk for Heterogeneous Information Network Embedding
    • Author(s): He, Yu; Song, Yangqiu; Li, Jianxin; Ji, Cheng; Peng, Jian; Peng, Hao
    • Source: Proceedings of the 28th ACM International Conference on Information & Knowledge Management (CIKM '19), November 2019, p. 639-648
    • Year: 2019

  121. Knowledge-aware Pronoun Coreference Resolution
    • Author(s): Zhang, Hongming; Song, Yan; Song, Yangqiu; Yu, Dong
    • Source: Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics / Anna Korhonen, David Traum, Lluís Màrquez (Editors). Stroudsburg, USA : Association for Computational Linguistics, 2019, p. 867-876
    • Year: 2019

  122. CogcompnLP: Your Swiss army knife for NLP
    • Author(s): Khashabi, Daniel; Sammons, Mark; Zhou, Ben; Redman, Tom; Christodoulopoulos, Christos E.; Srikumar, Vivek; Rizzolo, Nicholas; Luo, Lev Ratinov Guanheng; Do, Quang; Tsai, Chentse; Roy, Subhro; Mayhew, Stephen; Feng, Zhili; Wieting, John; Yu, Xiaodong; Song
    • Source: LREC 2018 - 11th International Conference on Language Resources and Evaluation / Edited by Nicoletta Calzolari, Khalid Choukri, Christopher Cieri, Thierry Declerck, Sara Goggi, Koiti Hasida, Hitoshi Isahara, Bente Maegaard, Joseph Mariani, Hélène Mazo, Asuncion Moreno, Jan Odijk, Stelios Piperidis, Takenobu Tokunaga. Stroudsburg PA, USA : Association for Computational Linguistics, 2019, p. 541-549
    • Year: 2019

  123. MetaGAN: An Adversarial Approach to Few-Shot Learning
    • Author(s): Zhang, Ruixiang; Che, Tong; Ghahramani, Zoubin; Bengio, Yoshua; Song, Yangqiu
    • Source: Advances in Neural Information Processing Systems, v.31, 2018
    • Year: 2018

  124. Entity Linking within a Social Media Platform: A Case Study on Yelp
    • Author(s): Dai, Hongliang; Song, Yangqiu; Qiu, Liwei; Liu, Rijia
    • Source: Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), v.2018, 2018, p. 2023-2032
    • Year: 2018

  125. Large-Scale Hierarchical Text Classification with Recursively Regularized Deep Graph-CNN
    • Author(s): Peng, Hao; Li, Jianxin; He, Yu; Liu, Yaopeng; Bao, Mengjiao; Wnag, Lihong; Song, Yangqiu; Yang, Qiang
    • Source: The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018, April 2018, p. 1063-1072
    • Year: 2018

  126. Training and evaluating improved dependency-based word embeddings
    • Author(s): Li, Chen; Li, Jianxin; Song, Yangqiu; Lin, Ziwei
    • Source: Proceedings of the AAAI Conference on Artificial Intelligence, v. 32, (1), 2018, article number 12044, p. 5836-5843
    • Year: 2018

  127. A Distributed Solution for Winograd Schema Challenge
    • Author(s): Zhang, Hongming; Song, Yangqiu
    • Source: ICMLC 2018: Proceedings of the 2018 10th International Conference on Machine Learning and Computing / Association for Computing Machinery. New York : Association for Computing Machinery, 2018, p. 322-326
    • Year: 2018

  128. Capture Commonsense Knowledge for Sentiment Analysis
    • Author(s): Zhang, Hongming; Liu, Zhaoyu; Song, Yangqiu
    • Source: Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018, May 2018, article number 8367226, p. 767-770
    • Year: 2018

  129. Ranking Users in Social Networks with Higher-Order Structures
    • Author(s): Zhao, Huan; Xu, Xiaogang; Song, Yangqiu; Lee, Dik Lun; Chen, Zhao; Gao, Han
    • Source: Proceedings of the AAAI Conference on Artificial Intelligence, v. 32, (1), 2018, article number 11285, p. 232-239
    • Year: 2018

  130. Time-evolving Text Classification With Deep Neural Networks
    • Author(s): He, Yu; Li, Jianxin; Song, Yangqiu; He, Mutian; Peng, Hao
    • Source: IJCAI International Joint Conference on Artificial Intelligence, v. 2018-July, July 2018, p. 2241-2247
    • Year: 2018

  131. Biased random walk based social regularization for word embeddings
    • Author(s): Zeng, Ziqian; Liu, Xin; Song, Yangqiu
    • Source: IJCAI International Joint Conference on Artificial Intelligence, v. 2018-July, 2018, p. 4560-4566
    • Year: 2018

  132. Scalable Multiplex Network Embedding
    • Author(s): Zhang, Hongming; Qiu, Liwei; Yi, Lingling; Song, Yangqiu
    • Source: IJCAI International Joint Conference on Artificial Intelligence, v. 2018-July, 2018, p. 3082-3088
    • Year: 2018

  133. What construction topics do they discuss in social media? A case study of weibo in China
    • Author(s): Tang, Liyaning Yaning N.; Zhang, Yiming M.; Dai, Fei; Yoon, Yoojung J.; Song, Yangqiu
    • Source: Construction Research Congress 2018: Construction Information Technology / Edited by Chao Wang, Christofer Harper, Yongcheol Lee, Rebecca Harris, Charles Berryman. USA : American Society of Civil Engineers, 2018, p. 612-621
    • Year: 2018

  134. Make Evasion Harder: An Intelligent Android Malware Detection System
    • Author(s): Hou, Shifu; Ye, Yanfang; Song, Yangqiu; Abdulhayoglu, Melih
    • Source: IJCAI International Joint Conference on Artificial Intelligence, v. 2018-July, 2018, p. 5279-5283
    • Year: 2018

  135. Understanding Hidden Memories of Recurrent Neural Networks
    • Author(s): Ming, Yao; Cao, Shaozu; Zhang, Ruixiang; Li, Zhen; Chen, Yuanzhe; Song, Yangqiu; Qu, Huamin
    • Source: 2017 IEEE Conference on Visual Analytics Science and Technology, VAST 2017 - Proceedings, December 2018, article number 8585721, p. 13-24
    • Year: 2017

  136. Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings
    • Author(s): Yin, Yichun; Zhang, Ming; Song, Yangqiu
    • Source: Proceedings of the 11th International Workshop on Semantic Evaluations (SemEval-2017)
    • Year: 2017

  137. HinDroid: An Intelligent Android Malware Detection System Based on Structured Heterogeneous Information Network
    • Author(s): Hou, Shifu; Ye, Yanfang; Song, Yangqiu; Abdulhayoglu, Melih
    • Source: Proceeding KDD '17 Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, p. 1507-1515
    • Year: 2017

  138. KBQA: Learning question answering over QA corpora and knowledge bases
    • Author(s): Cui, Wanyun; Xiao, Yanghua; Wang, Haixun; Song, Yangqiu; Hwang, Seungwon; Wang, Wei
    • Source: Proceedings of the VLDB Endowment, v. 10, (5), January 2017, p. 565-576
    • Year: 2017

  139. Meta-Graph Based Recommendation Fusion over Heterogeneous Information Networks
    • Author(s): Zhao, Huan; Yao, Quanming; Li, Jianda; Song, Yangqiu; Lee, Dik Lun
    • Source: Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, p. 635-644
    • Year: 2017

  140. Budgeted Task Scheduling for Crowdsourced Knowledge Acquisition
    • Author(s): Han, Tao; Sun, Hailong; Song, Yangqiu; Wang, Zizhe; Liu, Xudong
    • Source: International Conference on Information and Knowledge Management, Proceedings, F131841, November 2017, p. 1059-1068
    • Year: 2017

  141. Distant Meta-path Similarities for Text-based Heterogeneous Information Networks
    • Author(s): Wang, Chenguang; Song, Yangqiu; Li, Haoran; Sun, Yizhou; Zhang, Ming; Han, Jiawei
    • Source: International Conference on Information and Knowledge Management, Proceedings, v. Part F131841, November 2017, p. 1629-1638
    • Year: 2017

  142. Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components
    • Author(s): Yu, Jinxing; Jian, Xun; Xin, Hao; Song, Yangqiu
    • Source: Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing, Association for Computational Linguistics, 2017, p. 286-291
    • Year: 2017

  143. Cross-lingual Dataless Classification for Many Languages
    • Author(s): Song, Yangqiu; Upadhyay, Shyam; Peng, Haoruo; Roth, Dan
    • Source: Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, p. 2901-2907
    • Year: 2017

  144. Incorporating External Knowledge into Crowd Intelligence for More Specific Knowledge Acquisition
    • Author(s): Han, Tao; Sun, Hailong; Song, Yangqiu; Fang, Yili; Liu, Xudong
    • Source: Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, p. 1541-1547
    • Year: 2017

  145. Incrementally Learning the Hierarchical Softmax Function for Neural Language Models
    • Author(s): Hao, Peng; Li, Jianxin; Song, Yangqiu; Liu, Yaopeng
    • Source: Proceedings of the AAAI Conference on Artificial Intelligence, v. 31, (1), 2017, article number 10994, p. 3267-3273
    • Year: 2017

  146. Document-level Multi-aspect Sentiment Classification as Machine Comprehension
    • Author(s): Yin, Yichun; Song, Yangqiu; Zhang, Ming
    • Source: EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, Proceedings, 2017, p. 2044-2054
    • Year: 2017

  147. Joint Embeddings of Chinese Words, Characters, and Fine-grained Subcharacter Components
    • Author(s): Yu, Jinxing; Jian, Xun; Xing, Hao; Song, Yangqiu
    • Source: EMNLP 2017 - Conference on Empirical Methods in Natural Language Processing, 2017, p. 286-291
    • Year: 2017

  148. Socialized Word Embeddings
    • Author(s): Zeng, Ziqian; Yin, Yichun; Song, Yangqiu; Zhang, Ming
    • Source: IJCAI International Joint Conference on Artificial Intelligence, v. 2017, August 2017, p. 3615-3921
    • Year: 2017

  149. Semi-supervised Learning Over Heterogeneous Information Networks by Ensemble of Meta-graph Guided Random Walks
    • Author(s): Jiang, He; Song, Yangqiu; Wang, Chenguang; Zhang, Ming; Sun, Yizhou
    • Source: IJCAI International Joint Conference on Artificial Intelligence, 2017, p. 1944-1950
    • Year: 2017

  150. RelSim: Relation Similarity Search in Schema-Rich Heterogeneous Information Networks
    • Author(s): Wang, Chenguang; Sun, Yizhou; Song, Yanglei; Han, Jiawei; Song, Yangqiu; Wang, Lidan; Zhang, Ming
    • Source: Proceedings of the 2016 SIAM International Conference on Data Mining (SDM), 2016, p. 621-629
    • Year: 2016

  151. Text classification with heterogeneous information network kernels
    • Author(s): Wang, Chenguang; Song, Yangqiu; Li, Haoran; Zhang, Ming; Han, Jiawei
    • Source: Proceedings of the AAAI Conference on Artificial Intelligence, v. 30, (1), 2016, article number 10297, p. 2130-2136
    • Year: 2016

  152. Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning
    • Author(s): Wei, Ying; Zhu, Yin; Leung, Cane Wing Ki; Song, Yangqiu; Yang, Qiang
    • Source: Proceedings of the AAAI Conference on Artificial Intelligence, v. 30, (1), 2016, article number 10172, p. 1338-1344
    • Year: 2016

  153. Word Embeddings with Limited Memory
    • Author(s): Ling, Shaoshi; Song, Yangqiu; Roth, Dan
    • Source: Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, v. 2, (Short Papers), August 2016, p. 387-392
    • Year: 2016

  154. Improving Topic Model Stability for Effective Document Exploration
    • Author(s): Yang, Yi; Pan, Shimei; Song, Yangqiu; Lu, Jie; Topkara, Mercan
    • Source: Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-16), v. 2016-January, 2016, p. 4223-4227
    • Year: 2016

  155. Event Detection and Co-reference with Minimal Supervision
    • Author(s): Peng, Haoruo; Song, Yangqiu; Roth, Dan
    • Source: Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing,, Association for Computational Linguistics (ACL), 2016, p. 392-402
    • Year: 2016

  156. Tracking Idea Flows between Social Groups
    • Author(s): Zhong, Yangxin; Liu, Shixia; Wang, Xiting; Xiao, Jiannan; Song, Yangqiu
    • Source: Proceedings of the AAAI Conference on Artificial Intelligence, v. 30, (1), February 2016, article number 10163, p. 1436-1443
    • Year: 2016

  157. Combining Machine Learning and Crowdsourcing for Better Understanding Commodity Reviews
    • Author(s): Wu, Heting; Sun, Hailong; Fang, Yili; Hu, Kefan; Xie, Yongqing; Song, Yangqiu; Liu, Xudong
    • Source: Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9725, p. 4220-4221
    • Year: 2015

  158. Transitive Transfer Learning
    • Author(s): Tan, Ben; Song, Yangqiu; Zhong, Erheng; Yang, Qiang
    • Source: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. 2015-August, August 2015, p. 1155-1164
    • Year: 2015

  159. Improving a Pipeline Architecture for Shallow Discourse Parsing
    • Author(s): Song, Yangqiu; Peng, Haoruo; Kordjamshidi, Parisa; Sammons, Mark; Roth, Dan
    • Source: Proceedings of the Nineteenth Conference on Computational Natural Language Learning - Shared Task, 2015, p. 78-83
    • Year: 2015

  160. Unsupervised Sparse Vector Densification for Short Text Similarity
    • Author(s): Song, Yangqiu; Roth, Dan
    • Source: NAACL HLT 2015 - 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Proceedings of the Conference, The Association for Computational Linguistics, 2015, p. 1275-1280
    • Year: 2015

  161. User-directed Non-disruptive Topic Model Update for Effective Exploration of Dynamic Content
    • Author(s): Yang, Yi; Pan, Shimei; Song, Yangqiu; Lu, Jie; Topkara, Mercan
    • Source: Proceedings of the 20th International Conference on Intelligent User Interfaces, New York, NY, USA : ACM , 2015, p. 158-168
    • Year: 2015

  162. Illinois CCG TAC 2015 Event Nugget, Entity Discovery and Linking, and Slot Filler Validation Systems
    • Author(s): Sammons, Mark; Peng, Haoruo; Song, Yangqiu; Upadhyay, Shyam; Tsai, Chen-Tse; Reddy, Pavankumar; Roy, Subhro; Roth, Dan
    • Year: 2015

  163. Open Domain Short Text Conceptualization: A Generative+ Descriptive Modeling Approach
    • Author(s): Song, Yangqiu; Wang, Shusen; Wang, Haixun
    • Source: Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI 2015), Edited by Qiang Yang and Michael Wooldridge. Palo Alto, California, USA : AAAI Press; International Joint Conferences on Artificial Intelligence, 2015, p. 3820-3826
    • Year: 2015

  164. Constrained Information-theoretic Tripartite Graph Clustering to Identify Semantically Similar Relations
    • Author(s): Wang, Chenguang; Song, Yangqiu; Roth, Dan; Wang, Chi; Han, Jiawei; Ji, Heng; Zhang, Ming
    • Source: Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, Edited by Qiang Yang and Michael Wooldridge. Palo Alto, California, USA : AAAI Press; International Joint Conferences on Artificial Intelligence, 2015, p. 3882-3889
    • Year: 2015

  165. Incorporating World Knowledge to Document Clustering via Heterogeneous Information Networks
    • Author(s): Wang, Chenguang; Song, Yangqiu; El-Kishky, Ahmed; Roth, Dan; Zhang, Ming; Han, Jiawei
    • Source: Proceeding: KDD '15 Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, New York, NY, USA : ACM, 2015, p. 1215-1224
    • Year: 2015

  166. Semantic-based Recommendation across Heterogeneous Domains
    • Author(s): Yang, Deqing; Xiao, Yanghua; Song, Yangqiu; Wang, Wei
    • Source: Proceedings: 15th IEEE International Conference on Data Mining (ICDM 2015), Editors: Charu Aggarwal, Zhi-Hua Zhou, Alexander Tuzhilin, Hui Xiong, and Xindong Wu. The Institute of Electrical and Electronics Engineers, Inc., 2015, p. 1075-1080
    • Year: 2015

  167. Knowsim: A Document Similarity Measure on Structured Heterogeneous Information Networks
    • Author(s): Wang, Chenguang; Song, Yangqiu; Li, Haoran; Zhang, Ming; Han, Jiawei
    • Source: 2015 IEEE International Conference on Data Mining (ICDM), The Institute of Electrical and Electronics Engineers, 2015, p. 1015-1020
    • Year: 2015

  168. Microblog Sentiment Classification with Contextual Knowledge Regularization
    • Author(s): Wu, Fangzhao; Song, Yangqiu; Huang, Yongfeng
    • Source: Proceedings of the AAAI Conference on Artificial Intelligence, v. 29, (1), 2015, article number 9503, p. 2332-2338
    • Year: 2015

  169. Scalable heterogeneous translated hashing
    • Author(s): Wei, Ying; Song, Yangqiu; Zhen, Yi; Liu, Bo; Yang, Qiang
    • Source: KDD '14: Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining / Association for Computing Machinery. New York : Association for Computing Machinery, 2014, p. 791-800
    • Year: 2014

  170. Overview of UI-CCG Systems for Event Argument Extraction, Entity Discovery and Linking, and Slot Filler Validation
    • Author(s): Sammons, Mark; Song, Yangqiu; Wang, Ruichen; Kundu, Gourab; Tsai, Chen-Tse; Upadhyay, Shyam; Ancha, Siddarth; Mayhew, Stephen; Roth, Dan
    • Year: 2014

  171. Transfer Understanding from Head Queries to Tail Queries
    • Author(s): Song, Yangqiu; Wang, Haixun; Chen, Weizhu; Wang, Shusen
    • Source: Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, New York, NY, USA : ACM, 2014, p. 1299-1308
    • Year: 2014

  172. Tag propagation based recommendation across diverse social media
    • Author(s): Yang, Deqing; Xiao, Yanghua; Song, Yangqiu; Zhang, Junjun; Zhang, Kezun; Wang, Wei
    • Source: WWW '14 Companion: Proceedings of the 23rd International Conference on World Wide Web, New York, NY, USA : ACM, 2014, p. 407-408
    • Year: 2014

  173. On Dataless Hierarchical Text Classification
    • Author(s): Song, Yangqiu; Roth, Dan
    • Source: Proceedings of the AAAI Conference on Artificial Intelligence, v. 28, (1), June 2014, article number 8938, p. 1579-1585
    • Year: 2014

  174. Identifying Users’ Topical Tasks in Web Search
    • Author(s): Hua, Wen; Song, Yangqiu; Wang, Haixun; Zhou, Xiaofang
    • Source: Proceedings of the sixth ACM International Conference on Web Search and Data Mining, New York, NY, USA : ACM, 2013, p. 93-102
    • Year: 2013

  175. Optimizing Temporal Topic Segmentation for Intelligent Text Visualization
    • Author(s): Pan, Shimei; Zhou, Michelle; Song, Yangqiu; Qian, Weihong; Wang, Fei; Liu, Shixia
    • Source: International Conference on Intelligent User Interfaces, Proceedings IUI, 2013, p. 339-349
    • Year: 2013

  176. Mining Evolutionary Multi-Branch Trees from Text Streams
    • Author(s): Wang, Xiting; Liu, Shixia; Song, Yangqiu; Guo, Baining
    • Source: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, v. Part F128815, August 2013, article number 2487603, p. 722-730
    • Year: 2013

  177. Lead-lag Analysis via Sparse Co-projection in Correlated Text Streams
    • Author(s): Wu, Fangzhao; Song, Yangqiu; Liu, Shixia; Huang, Yongfeng; Liu, Zhenyu
    • Source: CIKM '13: Proceedings of the 22nd ACM international conference on Information & Knowledge Management / Association for Computing Machinery. New York : Association for Computing Machinery, 2013, p. 2069-2078
    • Year: 2013

  178. Collaborative Boosting for Activity Classification in Microblogs
    • Author(s): Song, Yangqiu; Lu, Zhengdong; Leung, Cane Wing Ki; Yang, Qiang
    • Source: KDD '13: Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining / Association for Computing Machinery. New York, NY, USA : Association for Computing Machinery, 2013, p. 482-490
    • Year: 2013

  179. KCTS: Knowledge-Constrained Tree Search Decoding with Token-Level Hallucination Detection
    • Author(s): Choi, Sehyun; Fang, Tianqing; Wang, Zhaowei; Song, Yangqiu
    • Source: EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings / edited by Houda Bouamor, Juan Pino, Kalika Bali. Singapore : Association for Computational Linguistics, 2023, p. 14035 -14053
    • Year: 2012

  180. Automatic Taxonomy Construction from Keywords
    • Author(s): Liu, Xueqing; Song, Yangqiu; Liu, Shixia; Wang, Haixun
    • Source: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012, p. 1433-1441
    • Year: 2012

  181. A Common and Common Sense Knowledge Base for Opinion Mining
    • Author(s): Cambria, Erik; Song, Yangqiu; Wang, Haixun; Isanette, Amir Hussain.
    • Source: Proceedings - IEEE International Conference on Data Mining, ICDM, 2011, Article number 6137396, p. 315-322
    • Year: 2011

  182. Short Text Conceptualization using a Probabilistic Knowledgebase
    • Author(s): Song, Yangqiu; Wang, Haixun; Wang, Zhongyuan; Li, Hongsong; Chen, Weizhu
    • Source: IJCAI International Joint Conference on Artificial Intelligence, 2011, p. 2330-2336
    • Year: 2011

  183. Tracking and Connecting Topics via Incremental Hierarchical Dirichlet Processes
    • Author(s): Gao, Zekai J.; Song, Yangqiu; Liu, Shixia; Wang, Haixun; Wei, Hao; Cui, Weiwei; Chen, Yang
    • Source: Proceedings - IEEE International Conference on Data Mining, ICDM, 2011, Article number 6137314, p. 1056-1061
    • Year: 2011

  184. TIARA: A Visual Exploratory Text Analytic System
    • Author(s): Wei, Furu; Liu, Shixia; Song, Yangqiu; Pan, Shimei; Zhou, Michelle X.; Qian, Weihong; Shi, Lei; Tan, Li; Zhang, Qiang
    • Source: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 2010, p. 153-162
    • Year: 2010

  185. Evolutionary hierarchical Dirichlet processes for multiple correlated time-varying corpora
    • Author(s): Zhang, Jianwen; Song, Yangqiu; Zhang, Changshui; Liu, Shixia
    • Source: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, July 2010, p. 1079-1088
    • Year: 2010

  186. Homotopy Regularization for Boosting
    • Author(s): Song, Yangqiu; Wang, Zheng; Zhang, Changshui
    • Source: Proceedings - IEEE International Conference on Data Mining, ICDM, 2010, Article number 5694094, p. 1115-1120
    • Year: 2010

  187. Constrained Co-clustering for Textual Documents
    • Author(s): Song, Yangqiu; Pan, Shimei; Liu, Shixia; Wei, Furu; Zhou, Michelle X.; Qian, Weihong
    • Source: Proceedings of the National Conference on Artificial Intelligence, v. 1, 2010, p. 581-586
    • Year: 2010

  188. Tag Propagation Based Recommendation across Diverse Social Media
    • Author(s): Liu, Shixia; Song, Yangqiu; Wei, Furu; Pan, Shimei; Zhou, Michelle X.; Qian, Weihong; Shi, Lei; Zhang, Qiang; Tan, Li
    • Year: 2010

  189. Knowledge transfer on hybrid graph
    • Author(s): Wang, Zheng; Song, Yangqiu; Zhang, Changshui
    • Source: Proceedings of the 21st International Joint Conference on Artificial Intelligence, 2009, p. 1291-1296
    • Year: 2009

  190. Efficient active learning with boosting
    • Author(s): Wang, Zheng; Song, Yangqiu; Zhang, Changshui
    • Source: Proceedings of the 2009 SIAM International Conference on Data Mining, 2009, p. 1232-1243
    • Year: 2009

  191. On-line Evolutionary Exponential Family Mixture
    • Author(s): Zhang, Jianwen; Song, Yangqiu; Chen, Gang; Zhang, Changshui
    • Source: IJCAI International Joint Conference on Artificial Intelligence, 2009, p. 1610-1615
    • Year: 2009

  192. Topic and Keyword Re-ranking for LDA-based Topic Modeling
    • Author(s): Song, Yangqiu; Pan, Shimei; Liu, Shixia; Zhou, Michelle X.; Qian, Weihong
    • Source: International Conference on Information and Knowledge Management, Proceedings, 2009, p. 1757-1760
    • Year: 2009

  193. Transferred Dimensionality Reduction
    • Author(s): Wang, Zheng; Song, Yangqiu; Zhang, Changshui
    • Source: Lecture Notes in Computer Science, v. 5212, 2008, p. 550-565
    • Year: 2008

  194. Semi-supervised Ranking Aggregation
    • Author(s): Chen, Shouchun; Wang, Fei; Song, Yangqiu; Zhang, Changshui
    • Source: Proceedings of the 17th ACM Conference on Information and Knowledge Management, Oct 2008, p. 1427-1428
    • Year: 2008

  195. Semi-Supervised Multi-label Learning by Solving a Sylvester Equation
    • Author(s): Chen, Gang; Song, Yangqiu; Wang, Fei; Zhang, Changshui
    • Source: Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130, v. 1, 2008, p. 410-419
    • Year: 2008

  196. Semi-Supervised Dimensionality Reduction for Image Retrieval
    • Author(s): Zhang, Bin; Song, Yangqiu; Yin, Wenjun; Xie, Ming; Dong, Jin; Zhang, Changshui
    • Source: Proceedings of SPIE - The International Society for Optical Engineering, v. 6822, 2008, Article number 682225
    • Year: 2008

  197. Cost Sensitive Boosting Algorithms as Gradient Descent
    • Author(s): Cai, Qutang; Song, Yangqiu; Zhang, Changshui
    • Source: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2008, Article number 4518033, p. 2009-2012
    • Year: 2008

  198. Parallel Spectral Clustering Algorithm forLarge-Scale Community Data Mining
    • Author(s): Miao, Gengxin; Song, Yangqiu; Zhang, Dong; Bai, Hongjie
    • Year: 2008

  199. Parallel Spectral Clustering
    • Author(s): Song, Yangqiu; Chen, Wen-Yen; Bai, Hongjie; Lin, Chih-Jen; Chang, Edward
    • Source: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 5212, (2), 2008, p. 3890
    • Year: 2008

  200. Active Model Selection in Graph-Based Semi-Supervised Learning
    • Author(s): Zhao, Bin; Wang, Fei; Zhang, Changshui; Song, Yangqiu
    • Source: 2008 IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2008, article number 4518001, p. 1881-1884
    • Year: 2008

  201. Semi-Supervised Music Genre Classification
    • Author(s): Song, Yangqiu; Zhang, Changshui; Xiang, Shiming
    • Source: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2, 2007, Article number 4217512, p. II729-II732
    • Year: 2007

  202. Embedding New Data Points for Manifold Learning via Coordinate Propagation
    • Author(s): Xiang, Shiming; Nie, Feiping; Song, Yangqiu; Zhang, Changshui; Zhang, Chunxia
    • Source: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4426, 2007, p. 332-343
    • Year: 2007

  203. Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition
    • Author(s): Nie, Feiping; Xiang, Shiming; Song, Yangqiu; Zhang, Changshui
    • Source: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2007, Article number 4270409
    • Year: 2007

  204. Ranking with Semi-Supervised Distance Metric Learning and Its Application to Housing Potential Estimation
    • Author(s): Song, Yangqiu; Zhang, Bin; Yin, Wenjun; Zhang, Changshui; Dong, Jin
    • Source: International Conference on Information and Knowledge Management, Proceedings, 2007, p. 975-978
    • Year: 2007

  205. Localized Content-Based Image Retrieval using Semi-Supervised Multiple Instance Learning
    • Author(s): Zhang, Dan; Shi, Zhenwei; Song, Yangqiu; Zhang, Changshui
    • Source: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4843, (1), 2007, p. 180-188
    • Year: 2007

  206. A Supervised Method to Chart Multiple Manifolds
    • Author(s): Zhang, Dan; Song, Yangqiu; Qiao, Qifeng; Shi, Zhenwei; Zhang, Changshui
    • Year: 2007

  207. Extracting the Optimal Dimensionality for Discriminant Analysis
    • Author(s): Nie, Feiping; Xiang, Shiming; Song, Yangqiu; Zhang, Changshui
    • Source: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, v. 2, April 2007, article number 4217484, p. 617-620
    • Year: 2007

  208. Graph Based Multi-Class Semi-Supervised Learning using Gaussian Process
    • Author(s): Song, Yangqiu; Zhang, Changshui; Lee, Jianguo
    • Source: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 4109, 2006, p. 450-458
    • Year: 2006

  209. A Discriminative Method for Semi-Automated Tumorous Tissues Segmentation of MR Brain Images
    • Author(s): Song, Yangqiu; Zhang, Changshui; Lee, Jianguo; Wang, Fei
    • Source: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, v. 2006, 2006, Article number 1640520
    • Year: 2006

  210. New Boosting Methods of Gaussian Processes for Regression
    • Author(s): Song, Yangqiu; Zhang, Changshui
    • Source: Proceedings of the International Joint Conference on Neural Networks, v. 2, 2005, Article number 1556014, p. 1142-147
    • Year: 2005