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yqsong
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SONG, Yangqiu
宋陽秋

(PhD Tsinghua University)

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

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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. 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

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

  17. 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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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. 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

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

  3. 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

  4. 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

  5. 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

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

  11. 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

  12. 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

  13. 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

  14. 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

  15. 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

  16. 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

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

  18. 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

  19. 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

  20. 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

  21. 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

  22. 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

  23. 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

  24. 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

  25. 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

  26. 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

  27. 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

  28. 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

  29. 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

  30. 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

  31. 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

  32. 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

  33. 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

  34. 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

  35. 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

  36. 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

  37. 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

  38. 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

  39. 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

  40. 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

  41. 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

  42. 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

  43. 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

  44. 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

  45. 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

  46. 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

  47. 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

  48. 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

  49. 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

  50. 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

  51. 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

  52. 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

  53. 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

  54. 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

  55. 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

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

  57. 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

  58. 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

  59. 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

  60. 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

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

  62. 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

  63. 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

  64. 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

  65. 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

  66. 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

  67. 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

  68. 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

  69. 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

  70. 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

  71. 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

  72. 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

  73. 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

  74. 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

  75. 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

  76. 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

  77. 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

  78. 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

  79. 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

  80. 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

  81. 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

  82. 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

  83. 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

  84. 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

  85. 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

  86. 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

  87. 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

  88. 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

  89. 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

  90. 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

  91. 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

  92. 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

  93. 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

  94. 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

  95. 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

  96. 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

  97. 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

  98. 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

  99. 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

  100. 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

  101. 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

  102. 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

  103. 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

  104. 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

  105. 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

  106. 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

  107. 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

  108. 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

  109. 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

  110. 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

  111. 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

  112. 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

  113. 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

  114. 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

  115. 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

  116. 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

  117. 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

  118. 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

  119. 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

  120. 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

  121. 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

  122. 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

  123. 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

  124. 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

  125. 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

  126. 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

  127. 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

  128. 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

  129. 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

  130. 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

  131. 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

  132. 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

  133. 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

  134. 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

  135. 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

  136. 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

  137. 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

  138. 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

  139. 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

  140. 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

  141. 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

  142. 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

  143. 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

  144. 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

  145. 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

  146. 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

  147. 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

  148. 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

  149. 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

  150. 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

  151. 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

  152. 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

  153. 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

  154. 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

  155. 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

  156. 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

  157. 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

  158. 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

  159. 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

  160. 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

  161. 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

  162. 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

  163. 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

  164. 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

  165. 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

  166. 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

  167. 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

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

  169. 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

  170. 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

  171. 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

  172. 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

  173. 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

  174. 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

  175. 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

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

  177. 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

  178. 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

  179. 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

  180. 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