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SONG, Yangqiu
宋陽秋
(PhD Tsinghua University)
Phone: (852) 2358 6987Email: 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 learningSelected Publications
Article
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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
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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
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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
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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
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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), June 2021, article number 60, p. 1-32
- Year: 2021
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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
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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
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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
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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
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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
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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
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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
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Toward any-language zero-shot topic classification of textual documents
- Author(s): Song, Yangqiu CSE; Upadhyay, Shyam; Peng, Haoruo; Mayhew, Stephen; Roth, Dan
- Source: Artificial Intelligence, v. 274, September 2019, p. 133-150
- Year: 2019
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Unsupervised Meta-path Selection for Text Similarity Measure Based on Heterogeneous Information Networks
- Author(s): Wang, Chenguang; Song, Yangqiu CSE; Li, Haoran; Zhang, Ming; Han, Jiawei
- Source: Data Mining and Knowledge Discovery, v. 32, (6), November 2018, p. 1735-1767
- Year: 2018
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Illinois CCG LoReHLT 2016 Named Entity Recognition And Situation Frame Systems
- Author(s): Tsai, Chen Tse; Mayhew, Stephen; Song, Yangqiu CSE; Sammons, Mark; Roth, Dan
- Source: Machine Translation, v.32, (1-2), June 2018, p. 91-103
- Year: 2018
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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
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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
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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
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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
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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
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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), May 2016, article number 36
- Year: 2016
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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, p. 1-23
- Year: 2016
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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
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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
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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
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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
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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
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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
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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
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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
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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
- Year: 2012
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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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
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Semi-Supervised Sub-Manifold Discriminant Analysis
- Author(s): Song, Yangqiu; Nie, Feiping; Zhang, Changshui
- Source: Pattern Recognition Letters. , v. 29, (13), 2008, October, p. 1806-1813
- Year: 2008
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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
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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
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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, 2022-09, p. 4713-4723
- Year: 2022
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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
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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
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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, December 2022, p. 10064-10070
- Year: 2022
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PCR4ALL: A Comprehensive Evaluation Benchmark for Pronoun Coreference Resolution in English
- Author(s): Zhao, Xinran; Zhang, Hongming; Song, Yangqiu
- Source: 2022 Language Resources and Evaluation Conference, LREC 2022, 2022, p. 5963-5973
- Year: 2022
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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,
- Year: 2022
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Query2Particles: Knowledge Graph Reasoning with Particle Embeddings
- Author(s): Bai, Jiaxin; Wang, Zihao; Zhang, Hongming; Song, Yangqiu
- Source: , 2022 Annual Conference of the North American Chapter of the Association for Computational Linguistics, Seattle, Washington, 10–15 July 2022
- Year: 2022
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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
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Graph Convolutional Networks with Dual Message Passing for Subgraph Isomorphism Counting and Matching
- Author(s): Liu, Xin; Song, Yangqiu
- Source: , 36th AAAI Conference on Artificial Intelligence, Virtual, 22 February - 1 March 2022
- Year: 2022
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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
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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
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Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks
- Author(s): Xiao, Wenyi; Zhao, Huan; Zheng, Vincent W.; Song, Yangqiu
- Source: CIKM '21: Proceedings of the 30th ACM International Conference on Information & Knowledge Management / Association for Computing Machinery. New York : Association for Computing Machinery, 2021, p. 2201-2210
- Year: 2021
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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
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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
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Manifold Alignment across Geometric Spaces for Knowledge Base Representation Learning
- Author(s): Xiao, Huiru; Song, Yangqiu
- Source: , Automated Knowledge Base Construction, AKBC 2021, Virtual, 4-8 October 2021
- Year: 2021
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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
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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
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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
- Source: , 3rd Conference on Automated Knowledge Base Construction, Irvine, California, USA, 4 - 8 October 2021
- Year: 2021
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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
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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
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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
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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, New York, NY, United States : Association for Computing Machinery, 2021, p. 2648-2659
- Year: 2021
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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. 3259-32
- Year: 2021
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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
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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
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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
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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
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Two Sides of the Same Coin: White-box and Black-box Attacks for Transfer Learning
- Author(s): Zhang, Yinghua CSE; Song, Yangqiu; Liang, Jian; Bai, Kun; Yang, Qiang
- Source: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 23 August 2020, p. 2989-2997
- Year: 2020
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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 / Editoted by Nicoletta Calzolari, Frédéric Béchet, Philippe Blache...etc.. Marseille, France : European Language Resources Association, 2020, p. 4451-4457
- Year: 2020
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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), v. 2020, November 2020, p. 2532-2542
- Year: 2020
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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), v. 2020, November 2020, p. 6208-6217
- Year: 2020
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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. 2020, November 2020, p. 1541-1550
- Year: 2020
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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 2020, p. 3830-3836
- Year: 2020
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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
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Recent Advances on Graph Analytics and Its Applications in Healthcare
- Author(s): Wang, Fei; Cui, Peng; Pei, Jian; Song, Yangqiu; Zang, Chengxi
- Source: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 23 August 2020, p. 3545-3546
- Year: 2020
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Neural Subgraph Isomorphism Counting
- Author(s): Liu, Xin; Pan, Haojie; He, Mutian; Song, Yangqiu; Jiang, Xin; Shang, Lifeng
- Source: Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 23 August 2020, p. 1959-1969
- Year: 2020
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Vertex-reinforced Random Walk for Network Embedding
- Author(s): Xiao, Wenyi CSE; 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
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Fisher Deep Domain Adaptation
- Author(s): Zhang, Yinghua CSE; 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
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Exploiting Semantic Relations for Fine-grained Entity Typing
- Author(s): Dai, Hongliang CSE; Song, Yangqiu; Li, Xin
- Source: , 2nd Conference on Automated Knowledge Base Construction, AKBC 2020, Irvine, CA, USA, 22-24 June 2020
- Year: 2020
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Enriching Large-Scale Eventuality Knowledge Graph with Entailment Relations
- Author(s): Yu, Changlong CSE; Zhang, Hongming; Song, Yangqiu; Ng, Siu Hung; Shang, Lifeng
- Source: , Automated Knowledge Base Construction, AKBC 2020, Irvine, CA, USA, 22-24 June 2020
- Year: 2020
-
ASER: A Large-scale Eventuality Knowledge Graph
- Author(s): Zhang, Hongming CSE; Liu, Xin; Pan, Haojie; Song, Yangqiu; Leung, Wingki
- Source: WWW '20: Proceedings of The Web Conference 2020 / IW3C2 (International World Wide Web Conference Committee). Taipei, Taiwan : ACM, 2020, p. 201-211
- Year: 2020
-
Fine-grained Event Categorization With Heterogeneous Graph Convolutional Networks
- Author(s): Peng, Hao; Li, Jianxin; Gong, Qiran; Song, Yangqiu; Ning, Yuanxing; Lai, Kunfeng; Yu, P.S.
- Source: IJCAI International Joint Conference on Artificial Intelligence, v. 2019-August, 2019, p. 3238-3245
- Year: 2019
-
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: 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, 2020, p. 5123-5132
- Year: 2019
-
Multiplex Word Embeddings for Selectional Preference Acquisition
- Author(s): Zhang, Hongming CSE; 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, 2020, p. 5246-5255
- Year: 2019
-
Improving Fine-grained Entity Typing with Entity Linking
- Author(s): Dai, Hongliang CSE; 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. Association for
- Year: 2019
-
Multilingual and Multi-Aspect Hate Speech Analysis
- Author(s): Ousidhoum, Nedjma Djouhra CSE; 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, 2020, p. 4675-4684
- Year: 2019
-
Motif Enhanced Recommendation Over Heterogeneous Information Network
- Author(s): Zhao, Huan CSE; 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
-
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
-
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
-
SP-10K: A Large-scale Evaluation Set for Selectional Preference Acquisition
- Author(s): Zhang, Hongming MAE; Ding, Hantian; Song, Yangqiu
- Source: 57th Annual Meeting of the Association for Computational Linguistics, 2019, p. 722-731
- Year: 2019
-
Knowledge-aware Pronoun Coreference Resolution
- Author(s): Zhang, Hongming MAE; Song, Yan; Song, Yangqiu; Yu, Dong
- Source: 57th Annual Meeting of the Association for Computational Linguistics, 2019, p. 867-876
- Year: 2019
-
Neural Aspect and Opinion Term Extraction with Mined Rules as Weak Supervision
- Author(s): Dai, Hongliang CSE; Song, Yangqiu
- Source: 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019), 2019, p. 5268-5277
- Year: 2019
-
Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction
- Author(s): Xiao, Wenyi CSE; 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
-
Relation Discovery with Out-of-Relation Knowledge Base as Supervision
- Author(s): Liang, Yan CSE; Liu, Xin; Zhang, Jianwen; Song, Yangqiu
- Source: Proceedings of NAACL-HLT, v. 2019, June 2019, p. 3280-3290
- Year: 2019
-
A Variational Approach to Weakly Supervised Document-Level Multi-Aspect Sentiment Classification
- Author(s): Zeng, Ziqian CSE; Zhou, Wenxuan; Liu, Xin; Song, Yangqiu
- Source: , Annual Conference of the North American Chapter of the Association for Computational Linguistics, NAACL-HLT 2019, Minneapolis, USA, 2-7 June 2019
- Year: 2019
-
Incorporating Context and External Knowledge for Pronoun Coreference Resolution
- Author(s): Zhang, Hongming CSE; Song, Yan; Song, Yangqiu
- Source: , Annual Conference of the North American Chapter of the Association for Computational Linguistics, NAACL-HLT 2019, Minneapolis, USA, 2-7 June 2019
- Year: 2019
-
Efficient Path Prediction for Semi-supervised and Weakly Supervised Hierarchical Text Classification
- Author(s): Xiao, Huiru CSE; Liu, Xin; Song, Yangqiu
- Source: The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019, May 2019, p. 3370-3376
- Year: 2019
-
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, 2019, p. 541-549
- Year: 2019
-
MetaGAN: An Adversarial Approach to Few-Shot Learning
- Author(s): Zhang, Ruixiang CSE; Che, Tong; Ghahramani, Zoubin; Bengio, Yoshua; Song, Yangqiu CSE
- Source: The Thirty-second Annual Conference on Neural Information Processing Systems (NeurIPS 2018), Montréal, Canada, 3-8 December 2018
- Year: 2018
-
Entity Linking within a Social Media Platform: A Case Study on Yelp
- Author(s): Dai, Hongliang CSE; Song, Yangqiu CSE; Qiu, Liwei; Liu, Rijia
- Source: Conference on Empirical Methods in Natural Language Processing (EMNLP 2018), Brussels, Belgium, 31 October - 4 November 2018
- Year: 2018
-
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 CSE; Yang, Qiang CSE
- Source: Proceedings of the 2018 World Wide Web Conference (WWW '18) / International World Wide Web Conferences Steering Committee. Switzerland : Republic and Canton of Geneva, 2018, p. 1063-1072
- Year: 2018
-
Training and evaluating improved dependency-based word embeddings
- Author(s): Li, Chen; Li, Jianxin; Song, Yangqiu CSE; Lin, Ziwei
- Source: 32nd AAAI Conference on Artificial Intelligence, AAAI 2018, 2018, p. 5836-5843
- Year: 2018
-
Time-evolving text classification with deep neural networks
- Author(s): He, Yu; Li, Jianxin; Song, Yangqiu CSE; He, Mutian; Peng, Hao
- Source: IJCAI International Joint Conference on Artificial Intelligence, v. 2018-July, July 2018, p. 2241-2247
- Year: 2018
-
Biased random walk based social regularization for word embeddings
- Author(s): Zeng, Ziqian CSE; Liu, Xin CSE; Song, Yangqiu
- Source: IJCAI International Joint Conference on Artificial Intelligence, v. 2018-July, 2018, p. 4560-4566
- Year: 2018
-
Scalable Multiplex Network Embedding
- Author(s): Zhang, Hongming CSE; Qiu, Liwei; Yi, Lingling; Song, Yangqiu CSE
- Source: IJCAI International Joint Conference on Artificial Intelligence, v.2018-July, 2018, p. 3082-3088
- Year: 2018
-
Make Evasion Harder: an Intelligent Android Malware Detection System
- Author(s): Hou, Shifu; Ye, Yanfang; Song, Yangqiu Q. CSE; Abdulhayoglu, Melih
- Source: IJCAI International Joint Conference on Artificial Intelligence, v. 2018-July, 2018, p. 5279-5283
- Year: 2018
-
Ranking Users in Social Networks with Higher-Order Structures
- Author(s): Zhao, Huan CSE; Xu, Xiaogang; Song, Yangqiu CSE; Lee, Dik Lun CSE; Chen, Zhao; Gao, Han
- Source: Proceedings of 32nd AAAI Conference on Artificial Intelligence (AAAI-2018). , p. 232-239
- Year: 2018
-
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 CSE
- Source: Construction Research Congress 2018: Construction Information Technology - Selected Papers from the Construction Research Congress 2018. , v. 2018-April, 2018, p. 612-621
- Year: 2018
-
A Distributed Solution for Winograd Schema Challenge
- Author(s): Zhang, Hongming ISD; Song, yangqiu CSE
- Year: 2018
-
Capture Commonsense Knowledge for Sentiment Analysis
- Author(s): Zhang, Hongming CSE; Liu, Zhaoyu CSE; Song, Yangqiu CSE
- Source: Proceedings - 2018 IEEE International Conference on Big Data and Smart Computing, BigComp 2018. , 2018, article number 8367226, p. 767-770
- Year: 2018
-
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
-
Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings
- Author(s): Yin, Yichun ; Zhang, Ming ; Song, Yangqiu CSE
- Source: Proceedings of the 11th International Workshop on Semantic Evaluations (SemEval-2017),
- Year: 2017
-
Understanding Hidden Memories of Recurrent Neural Networks
- Author(s): Ming, Yao CSE; Cao, Shaozu CSE; Zhang, Ruixiang CSE; Li, Zhen CSE; Chen, Yuanzhe CSE; Song, Yangqiu CSE; Qu, Huamin CSE
- Year: 2017
-
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
-
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
-
NNEMBs at SemEval-2017 Task 4: Neural Twitter Sentiment Classification: a Simple Ensemble Method with Different Embeddings
- Author(s): Yin, Yichun; Song, Yangqiu; Zhang, Ming
- Source: Proceedings of the 11th International Workshop on Semantic Evaluations (SemEval-2017). , Association for Computational Linguistics, 2017, p. 621-625
- Year: 2017
-
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. , New York : ACM, 2017, p. 1507-1515
- Year: 2017
-
Incrementally Learning the Hierarchical Softmax Function for Neural Language Models
- Author(s): Hao, Peng; Li, Jianxin; Song, Yangqiu; Liu, Yaopeng
- Source: 31st AAAI Conference on Artificial Intelligence. , 2017, p. 3267-3273
- Year: 2017
-
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: Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence. , 2017, p. 1944-1950
- Year: 2017
-
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
-
Socialized Word Embeddings
- Author(s): Zeng, Ziqian; Yin, Yichun; Song, Yangqiu; Zhang, Ming
- Source: IJCAI International Joint Conference on Artificial Intelligence. , 2017, p. 3615-3921
- Year: 2017
-
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
-
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. , New York,USA : Association for Computing Machinery (ACM), 2017, p. 635-644
- Year: 2017
-
Distant Meta-path Similarities for Text-based Heterogeneous Information Networks
- Author(s): Wang, Chenguang; Song, Yangqiu CSE; Li, Haoran; Sun, Yizhou; Zhang, Ming; Han, Jiawei
- Source: International Conference on Information and Knowledge Management, Proceedings. , v. Part F131841, Nov. 2017, p. 1629-1638
- Year: 2017
-
KBQA: Learning question answering over QA corpora and knowledge bases
- Author(s): Cui, Wanyun ; Xiao, Yanghua ; Wang, Haixun ; Song, Yangqiu CSE; Hwang, Seungwon ; Wang, Wei
- Source: Proceedings of the VLDB Endowment. , v. 10, (5), January 2017, p. 565-576
- Year: 2017
-
Event Detection and Co-reference with Minimal Supervision
- Author(s): Peng, Haoruo; Song, Yangqiu; Roth, Dan
- Source: EMNLP 2016 - Conference on Empirical Methods in Natural Language Processing, Proceedings, Association for Computational Linguistics (ACL), 2016, p. 392-402
- Year: 2016
-
Text classification with heterogeneous information network kernels
- Author(s): Wang, Chenguang; Song, Yangqiu; Li, Haoran; Zhang, Ming; Han, Jiawei
- Source: Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI'16). , 2016, p. 2130-2136
- Year: 2016
-
Event Detection and Co-reference with Minimal Supervision.
- Author(s): Peng, Haoruo; Song, Yangqiu; Roth, Dan
- Source: Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP 2016). , 2016, p. 392-402
- Year: 2016
-
Tracking Idea Flows between Social Groups
- Author(s): Zhong, Yangxin; Liu, Shixia; Wang, Xiting; Xiao, Jiannan; Song, Yangqiu
- Source: 30th AAAI Conference on Artificial Intelligence, AAAI 2016. , 2016, p. 1436-1443
- Year: 2016
-
Word Embeddings with Limited Memory
- Author(s): Ling, Shaoshi; Song, Yangqiu; Roth, Dan
- Source: 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016 - Long Papers. , v. 2, 2016
- Year: 2016
-
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 Sixteenth SIAM International Conference on Data Mining. , Sep 2016, p. 621-629
- Year: 2016
-
Instilling Social to Physical: Co-Regularized Heterogeneous Transfer Learning
- Author(s): Wei, Ying; Zhu, Yin; Leung, Cane Wing Ki; Song, Yangqiu; Yang, Qiang
- Source: 30th AAAI Conference on Artificial Intelligence, AAAI 2016. , 2016, p. 1338-1344
- Year: 2016
-
Improving Topic Model Stability for Effective Document Exploration
- Author(s): Yang, Yi ISOM; Pan, Shimei; Song, Yangqiu; Lu, Jie; Topkara, Mercan
- Source: Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-16). , 2016, article number v. 2016-January, p. 4223-4227
- Year: 2016
-
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
-
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
-
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
-
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
-
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
-
Microblog Sentiment Classification with Contextual Knowledge Regularization
- Author(s): Wu, Fangzhao; Song, Yangqiu; Huang, Yongfeng
- Source: Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence. , Association for the Advancement of Artificial Intelligence, 2015, p. 2332-2338
- Year: 2015
-
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, 20
- Year: 2015
-
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
-
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
-
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. 3882-3
- Year: 2015
-
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 Twenty-Ninth AAAI Conference on Artificial Intelligence. , Association for the Advancement of Artificial Intelligence, 2015, p. 4220-4221
- Year: 2015
-
Transitive Transfer Learning
- Author(s): Tan, Ben CSE; Song, Yangqiu; Zhong, Erheng; Yang, Qiang CSE
- Source: Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. , New York, NY, USA : ACM, 2015, p. 1155-1164
- Year: 2015
-
Scalable heterogeneous translated hashing
- Author(s): Wei, Ying; Song, Yangqiu; Zhen, Yi; Liu, Bo; Yang, Qiang
- Source: Proceedings of the 20th ACM SIGKDD international conference on Knowledge discovery and data mining. , 2014, p. 791-800
- Year: 2014
-
Tag Propagation Based Recommendation across Diverse Social Media
- Author(s): Yang, Deqing; Xiao, Yanghua; Song, Yangqiu CSE; 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
-
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
-
Transfer Understanding from Head Queries to Tail Queries
- Author(s): Song, Yangqiu; Haixun wang,; 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
-
On Dataless Hierarchical Text Classification
- Author(s): Song, Yangqiu; Roth, Dan
- Source: Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence. , Palo Alto, California : AAAI Press, 2014, p. 1579-1585
- Year: 2014
-
Mining Evolutionary Multi-Branch Trees from Text Streams
- Author(s): Wang, Xiting; Liu, Shixia; Song, Yangqiu; Guo, Baining
- Source: ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD). , 2013, p. 722-730
- Year: 2013
-
Lead-lag Analysis via Sparse Co-projection in Correlated Text Streams
- Author(s): Wu, Fangzhao; Song, Yangqiu CSE; Liu, Shixia; Huang, Yongfeng; Liu, Zhenyu
- Source: International Conference on Information and Knowledge Management, Proceedings. , 2013, p. 2069-2078
- Year: 2013
-
Optimizing Temporal Topic Segmentation for Intelligent Text Visualization
- Author(s): Pan, Shimei; Zhou, Michelle; Song, Yangqiu CSE; Qian, Weihong; Wang, Fei; Liu, Shixia
- Source: International Conference on Intelligent User Interfaces, Proceedings IUI. , 2013, p. 339-349
- Year: 2013
-
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
-
Collaborative Boosting for Activity Classification in Microblogs
- Author(s): Song, Yangqiu CSE; Lu, Zhengdong; Leung, Cane Wing Ki; Yang, Qiang
- Source: Proceedings of the 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. , New York, NY, USA : ACM, 2013, p. 482-490
- Year: 2013
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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
-
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: ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD). , 2010, p.153–162
- Year: 2010
-
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
-
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
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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
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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
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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
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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
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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
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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
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Semi-supervised Ranking Aggregation.
- Author(s): Chen, Shouchun; Wang, Fei; Song, Yangqiu; Zhang, Changshui
- Source: International Conference on Information and Knowledge Management, Proceedings. , 2008, p. 1427-1428
- Year: 2008
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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
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Transferred Discriminant Analysis
- Author(s): Wang, Zheng; Song, Yangqiu; Zhang, Changshui
- Source: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD). , 2008, p. 550-565
- Year: 2008
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Parallel Spectral Clustering Algorithm forLarge-Scale Community Data Mining
- Author(s): Miao, Gengxin; Song, Yangqiu; Zhang, Dong; Bai, Hongjie
- Year: 2008
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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
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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
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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
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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
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A Supervised Method to Chart Multiple Manifolds
- Author(s): Zhang, Dan; Song, Yangqiu; Qiao, Qifeng; Shi, Zhenwei; Zhang, Changshui
- Year: 2007
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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
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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
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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
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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
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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
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Changshui Zhang. Extracting the Optimal Dimensionality for Discriminant Analysis
- Author(s): Nie, Feiping; Xiang, Shiming; Song, Yangqiu
- Source: International Conference on Acoustics, Speech, and Signal Processing (ICASSP). , 2007, p. II 617–620,
- Year: 2007
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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
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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
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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