Learning similarity measures in non-orthogonal space. - Ning Liu 001; Benyu Zhang; Jun Yan 001; Qiang Yang 001; Shuicheng Yan; Zheng Chen 001; Fengshan Bai; Wei-Ying Ma (CIKM, 2004)

Online Supervised Learning for Digital Library. - Ning Liu 001; Benyu Zhang; Jun Yan 001; Wensi Xi; Shuicheng Yan; Zheng Chen 001; Fengshan Bai; Wei-Ying Ma (ICADL, 2004)

Mining Ratio Rules Via Principal Sparse Non-Negative Matrix Factorization. - Chenyong Hu; Benyu Zhang; Shuicheng Yan; Qiang Yang 001; Jun Yan 001; Zheng Chen 001; Wei-Ying Ma (ICDM, 2004)

IMMC: incremental maximum margin criterion. - Jun Yan 001; Benyu Zhang; Shuicheng Yan; Qiang Yang 001; Hua Li 001; Zheng Chen 001; Wensi Xi; Weiguo Fan; Wei-Ying Ma; QianSheng Cheng (KDD, 2004)

Supervised Semi-definite Embedding for Email Data Cleaning and Visualization. - Ning Liu 001; Fengshan Bai; Jun Yan 001; Benyu Zhang; Zheng Chen 001; Wei-Ying Ma (APWeb, 2005)

A Similarity Reinforcement Algorithm for Heterogeneous Web Pages. - Ning Liu 001; Jun Yan 001; Fengshan Bai; Benyu Zhang; Wensi Xi; Weiguo Fan; Zheng Chen 001; Lei Ji 001; Chenyong Hu; Wei-Ying Ma (APWeb, 2005)

An Incremental Subspace Learning Algorithm to Categorize Large Scale Text Data. - Jun Yan 001; QianSheng Cheng; Qiang Yang 001; Benyu Zhang (APWeb, 2005)

Text Representation: From Vector to Tensor. - Ning Liu 001; Benyu Zhang; Jun Yan 001; Zheng Chen 001; Wenyin Liu; Fengshan Bai; Leefeng Chien (ICDM, 2005)

Efficient Text Classification by Weighted Proximal SVM. - Dong Zhuang; Benyu Zhang; Qiang Yang 001; Jun Yan 001; Zheng Chen 001; Ying Chen (ICDM, 2005)

Supervised semi-definite embedding for image manifolds. - Benyu Zhang; Jun Yan 001; Ning Liu 001; QianSheng Cheng; Zheng Chen 001; Wei-Ying Ma (ICME, 2005)

SimFusion: measuring similarity using unified relationship matrix. - Wensi Xi; Edward A. Fox; Weiguo Fan; Benyu Zhang; Zheng Chen 001; Jun Yan 001; Dong Zhuang (SIGIR, 2005)

OCFS: optimal orthogonal centroid feature selection for text categorization. - Jun Yan 001; Ning Liu 001; Benyu Zhang; Shuicheng Yan; Zheng Chen 001; QianSheng Cheng; Weiguo Fan; Wei-Ying Ma (SIGIR, 2005)

Diverse Topic Phrase Extraction through Latent Semantic Analysis. - Jilin Chen; Jun Yan 001; Benyu Zhang; Qiang Yang 001; Zheng Chen 001 (ICDM, 2006)

Similarity of Temporal Query Logs Based on ARIMA Model. - Ning Liu 001; Shuzhen Nong; Jun Yan 001; Benyu Zhang; Zheng Chen 001; Ying Li 040 (ICDM, 2006)

A Novel Scalable Algorithm for Supervised Subspace Learning. - Jun Yan 001; Ning Liu 001; Benyu Zhang; Qiang Yang 001; Shuicheng Yan; Zheng Chen 001 (ICDM, 2006)

An Effective System for Optical Microscopy Cell Image Segmentation, Tracking and Cell Phase Identification. - Jun Yan 001; Xiaobo Zhou 001; Qiong Yang; Ning Liu 001; QianSheng Cheng; Stephen T. C. Wong (ICIP, 2006)

Mining Adaptive Ratio Rules from Distributed Data Sources. - Jun Yan 001; Ning Liu 001; Qiang Yang 001; Benyu Zhang; QianSheng Cheng; Zheng Chen 001 (Data Min. Knowl. Discov., 2006)

A scalable supervised algorithm for dimensionality reduction on streaming data. - Jun Yan 001; Benyu Zhang; Shuicheng Yan; Ning Liu 001; Qiang Yang 001; QianSheng Cheng; Hua Li 001; Zheng Chen 001; Wei-Ying Ma (Inf. Sci., 2006)

Effective and Efficient Dimensionality Reduction for Large-Scale and Streaming Data Preprocessing. - Jun Yan 001; Benyu Zhang; Ning Liu 001; Shuicheng Yan; QianSheng Cheng; Weiguo Fan; Qiang Yang 001; Wensi Xi; Zheng Chen 001 (IEEE Trans. Knowl. Data Eng., 2006)

Document Transformation for Multi-label Feature Selection in Text Categorization. - Weizhu Chen; Jun Yan 001; Benyu Zhang; Zheng Chen 001; Qiang Yang 001 (ICDM, 2007)

Local Word Bag Model for Text Categorization. - Wen Pu; Ning Liu 001; Shuicheng Yan; Jun Yan 001; Kunqing Xie; Zheng Chen 001 (ICDM, 2007)

Query topic detection for reformulation. - Xuefeng He; Jun Yan 001; Jinwen Ma; Ning Liu 001; Zheng Chen 001 (WWW, 2007)

A novel clustering-based RSS aggregator. - Xin Li; Jun Yan 001; Zhi-Hong Deng 001; Lei Ji 001; Weiguo Fan; Benyu Zhang; Zheng Chen 001 (WWW, 2007)

TransRank: A Novel Algorithm for Transfer of Rank Learning. - Depin Chen; Jun Yan 001; Gang Wang 010; Yan Xiong 001; Weiguo Fan; Zheng Chen 001 (ICDM Workshops, 2008)

Web Query Prediction by Unifying Model. - Ning Liu 001; Jun Yan 001; Shuicheng Yan; Weiguo Fan; Zheng Chen 001 (ICDM Workshops, 2008)

TOFA: Trace Oriented Feature Analysis in Text Categorization. - Jun Yan 001; Ning Liu 001; Qiang Yang 001; Weiguo Fan; Zheng Chen 001 (ICDM, 2008)

Learning the Latent Semantic Space for Ranking in Text Retrieval. - Jun Yan 001; Shuicheng Yan; Ning Liu 001; Zheng Chen 001 (ICDM, 2008)

ExSearch: a novel vertical search engine for online barter business. - Lei Ji 001; Jun Yan 001; Ning Liu 001; Wen Zhang; Weiguo Fan; Zheng Chen 001 (CIKM, 2009)

Unified Solution to Nonnegative Data Factorization Problems. - Xiaobai Liu; Shuicheng Yan; Jun Yan 001; Hai Jin 001 (ICDM, 2009)

Synthesizing Novel Dimension Reduction Algorithms in Matrix Trace Oriented Optimization Framework. - Jun Yan 001; Ning Liu 001; Shuicheng Yan; Qiang Yang 001; Zheng Chen 001 (ICDM, 2009)

A Markov chain model for integrating behavioral targeting into contextual advertising. - Ting Li 001; Ning Liu 001; Jun Yan 001; Gang Wang 010; Fengshan Bai; Zheng Chen 001 (KDD Workshop on Data Mining and Audience Intelligence for Advertising, 2009)

Probabilistic latent semantic user segmentation for behavioral targeted advertising. - Xiaohui Wu; Jun Yan 001; Ning Liu 001; Shuicheng Yan; Ying Chen; Zheng Chen 001 (KDD Workshop on Data Mining and Audience Intelligence for Advertising, 2009)

Revenue optimization with relevance constraint in sponsored search. - Yunzhang Zhu; Gang Wang 010; Junli Yang; Dakan Wang; Jun Yan 001; Zheng Chen 001 (KDD Workshop on Data Mining and Audience Intelligence for Advertising, 2009)

CLHQS: Hierarchical Query Suggestion by Mining Clickthrough Log. - Depin Chen; Ning Liu 001; Zhijun Yin; Yang Tong; Jun Yan 001; Zheng Chen 001 (PAKDD, 2009)

Straightforward Feature Selection for Scalable Latent Semantic Indexing. - Jun Yan 001; Shuicheng Yan; Ning Liu 001; Zheng Chen 001 (SDM, 2009)

Temporal query substitution for ad search. - Wen Zhang; Jun Yan 001; Shuicheng Yan; Ning Liu 001; Zheng Chen 001 (SIGIR, 2009)

Optimizing search engine revenue in sponsored search. - Yunzhang Zhu; Gang Wang 010; Junli Yang; Dakan Wang; Jun Yan 001; Jian Hu 001; Zheng Chen 001 (SIGIR, 2009)

A probabilistic model based approach for blended search. - Ning Liu 001; Jun Yan 001; Zheng Chen 001 (WWW, 2009)

Identifying vertical search intention of query through social tagging propagation. - Ning Liu 001; Jun Yan 001; Weiguo Fan; Qiang Yang 001; Zheng Chen 001 (WWW, 2009)

Search result re-ranking based on gap between search queries and social tags. - Jun Yan 001; Ning Liu 001; Elaine Qing Chang; Lei Ji 001; Zheng Chen 001 (WWW, 2009)

How much can behavioral targeting help online advertising? - Jun Yan 001; Ning Liu 001; Gang Wang 010; Wen Zhang; Yun Jiang; Zheng Chen 001 (WWW, 2009)

Synchronized Submanifold Embedding for Person-Independent Pose Estimation and Beyond. - Shuicheng Yan; Huan Wang 001; Yun Fu 001; Jun Yan 001; Xiaoou Tang; Thomas S. Huang (IEEE Trans. Image Process., 2009)

An online blog reading system by topic clustering and personalized ranking. - Xin Li; Jun Yan 001; Weiguo Fan; Ning Liu 001; Shuicheng Yan; Zheng Chen 001 (ACM Trans. Internet Techn., 2009)

Text Representation. - Jun Yan 001 (Encyclopedia of Database Systems, 2009)

Text Semantic Representation. - Jun Yan 001; Jian Hu 001 (Encyclopedia of Database Systems, 2009)

Quantum Path Integral Inspired Query Sequence Suggestion for User Search Task Simplification. - Baojun Yue; Jun Yan 001; Heng Liang; Ning Liu 001; Lei Ji 001; Fengshan Bai; Zheng Chen 001 (ICDM Workshops, 2010)

A Novel Contrast Co-learning Framework for Generating High Quality Training Data. - Zeyu Zheng; Jun Yan 001; Shuicheng Yan; Ning Liu 001; Zheng Chen 001; Ming Zhang 004 (ICDM, 2010)

Using search session context for named entity recognition in query. - Junwu Du; Zhimin Zhang; Jun Yan 001; Yan Cui; Zheng Chen 001 (SIGIR, 2010)

Learning to rank audience for behavioral targeting. - Ning Liu 001; Jun Yan 001; Dou Shen; Depin Chen; Zheng Chen 001; Ying Li 040 (SIGIR, 2010)

A co-learning framework for learning user search intents from rule-generated training data. - Jun Yan 001; Zeyu Zheng; Li Jiang; Yan Li; Shuicheng Yan; Zheng Chen 001 (SIGIR, 2010)

Transfer learning for behavioral targeting. - Tianqi Chen; Jun Yan 001; Gui-Rong Xue; Zheng Chen 001 (WWW, 2010)

Knowledge transfer for cross domain learning to rank. - Depin Chen; Yan Xiong 001; Jun Yan 001; Gui-Rong Xue; Gang Wang 010; Zheng Chen 001 (Inf. Retr., 2010)

TSS: Efficient Term Set Search in Large Peer-to-Peer Textual Collections. - Hanhua Chen; Jun Yan 001; Hai Jin 001; Yunhao Liu 001; Lionel M. Ni (IEEE Trans. Computers, 2010)

Collaborative Users' Brand Preference Mining across Multiple Domains from Implicit Feedbacks. - Jian Tang 005; Jun Yan 001; Lei Ji 001; Ming Zhang 004; Shaodan Guo; Ning Liu 001; Xianfang Wang; Zheng Chen 001 (AAAI, 2011)

Multi-view random walk framework for search task discovery from click-through log. - Jianwei Cui; Hongyan Liu 002; Jun Yan 001; Lei Ji 001; Ruoming Jin; Jun He 008; Yingqin Gu; Zheng Chen 001; Xiaoyong Du 001 (CIKM, 2011)

Extract knowledge from semi-structured websites for search task simplification. - Yingqin Gu; Jun Yan 001; Hongyan Liu 002; Jun He 008; Lei Ji 001; Ning Liu 001; Zheng Chen 001 (CIKM, 2011)

Learning to rank audience for behavioral targeting in display ads. - Jian Tang 005; Ning Liu 001; Jun Yan 001; Yelong Shen; Shaodan Guo; Bin Gao 001; Shuicheng Yan; Ming Zhang 004 (CIKM, 2011)

Cross Domain Random Walk for Query Intent Pattern Mining from Search Engine Log. - Siyu Gu; Jun Yan 001; Lei Ji 001; Shuicheng Yan; Junshi Huang; Ning Liu 001; Ying Chen; Zheng Chen 001 (ICDM, 2011)

Learning search tasks in queries and web pages via graph regularization. - Ming Ji; Jun Yan 001; Siyu Gu; Jiawei Han 001; Xiaofei He 001; Wei Vivian Zhang; Zheng Chen 001 (SIGIR, 2011)

Sparse hidden-dynamics conditional random fields for user intent understanding. - Yelong Shen; Jun Yan 001; Shuicheng Yan; Lei Ji 001; Ning Liu 001; Zheng Chen 001 (WWW, 2011)

Trace-Oriented Feature Analysis for Large-Scale Text Data Dimension Reduction. - Jun Yan 001; Ning Liu 001; Shuicheng Yan; Qiang Yang 001; Weiguo Fan; Wei Wei 002; Zheng Chen 001 (IEEE Trans. Knowl. Data Eng., 2011)

Multi-objective optimization for sponsored search. - Yilei Wang; Bingzheng Wei; Jun Yan 001; Zheng Chen 001; Qiao Du (AdKDD@KDD, 2012)

A novel local patch framework for fixing supervised learning models. - Yilei Wang; Bingzheng Wei; Jun Yan 001; Yang Hu; Zhi-Hong Deng 001; Zheng Chen 001 (CIKM, 2012)

Towards Accurate Distant Supervision for Relational Facts Extraction. - Xingxing Zhang; Jianwen Zhang; Junyu Zeng; Jun Yan 001; Zheng Chen 001; Zhifang Sui (ACL (2), 2013)

Learning open-domain comparable entity graphs from user search queries. - Ziheng Jiang; Lei Ji 001; Jianwen Zhang; Jun Yan 001; Ping Guo 002; Ning Liu 001 (CIKM, 2013)

Internet advertising: theory and practice. - Bin Gao 001; Jun Yan 001; Dou Shen; Tie-Yan Liu (SIGIR, 2013)

Scalable and noise tolerant web knowledge extraction for search task simplification. - Jun He 008; Yingqin Gu; Hongyan Liu 002; Jun Yan 001; Hong Chen 001 (Decis. Support Syst., 2013)

Pre-Trained Multi-View Word Embedding Using Two-Side Neural Network. - Yong Luo 002; Jian Tang 005; Jun Yan 001; Chao Xu 006; Zheng Chen 001 (AAAI, 2014)

Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts. - Xiang Ren 001; Yujing Wang; Xiao Yu 007; Jun Yan 001; Zheng Chen 001; Jiawei Han 001 (WSDM, 2014)

Acronym Disambiguation Using Word Embedding. - Chao Li; Lei Ji 001; Jun Yan 001 (AAAI, 2015)

Contextual Text Understanding in Distributional Semantic Space. - Jianpeng Cheng 002; Zhongyuan Wang 006; Ji-Rong Wen; Jun Yan 001; Zheng Chen 001 (CIKM, 2015)

LINE: Large-scale Information Network Embedding. - Jian Tang 005; Meng Qu; Mingzhe Wang; Ming Zhang 004; Jun Yan 001; Qiaozhu Mei (WWW, 2015)

Learning to Extract Conditional Knowledge for Question Answering using Dialogue. - Pengwei Wang 004; Lei Ji 001; Jun Yan 001; Lianwen Jin; Wei-Ying Ma (CIKM, 2016)

Unsupervised Head-Modifier Detection in Search Queries. - Zhongyuan Wang 006; Fang Wang 019; Haixun Wang; Zhirui Hu; Jun Yan 001; Fangtao Li; Ji-Rong Wen; Zhoujun Li 001 (ACM Trans. Knowl. Discov. Data, 2016)

Efficiently Answering Technical Questions - A Knowledge Graph Approach. - Shuo Yang; Lei Zou 001; Zhongyuan Wang 006; Jun Yan 001; Ji-Rong Wen (AAAI, 2017)

Active Sentiment Domain Adaptation. - Fangzhao Wu; Yongfeng Huang 001; Jun Yan 001 (ACL (1), 2017)

Sequence Modeling with Hierarchical Deep Generative Models with Dual Memory. - Yanan Zheng; Lijie Wen 001; Jianmin Wang 001; Jun Yan 001; Lei Ji 001 (CIKM, 2017)

Semantic Definition Ranking. - Zehui Hao; Zhongyuan Wang 006; Xiaofeng Meng 001; Jun Yan 001; Qiuyue Wang (DASFAA (2), 2017)

Combining Knowledge with Deep Convolutional Neural Networks for Short Text Classification. - Jin Wang 007; Zhongyuan Wang 006; Dawei Zhang; Jun Yan 001 (IJCAI, 2017)

Sentence-level Sentiment Classification with Weak Supervision. - Fangzhao Wu; Jia Zhang; Zhigang Yuan; Sixing Wu; Yongfeng Huang 001; Jun Yan 001 (SIGIR, 2017)

Concept Embedded Convolutional Semantic Model for Question Retrieval. - Pengwei Wang 004; Yong Zhang; Lei Ji 001; Jun Yan 001; Lianwen Jin (WSDM, 2017)

Can Machines Intelligently Propose Novel and Reasonable Scientific Hypotheses? - Pengwei Wang 004; Zhongyuan Wang 006; Lei Ji 001; Jun Yan 001; Lianwen Jin (WWW (Companion Volume), 2017)

Concept and Attention-Based CNN for Question Retrieval in Multi-View Learning. - Pengwei Wang 004; Lei Ji 001; Jun Yan 001; Dejing Dou; Nisansa de Silva; Yong Zhang; Lianwen Jin (ACM Trans. Intell. Syst. Technol., 2018)

Text Representation. - Jun Yan 001 (Encyclopedia of Database Systems (2nd ed.), 2018)

Text Semantic Representation. - Jun Yan 001; Jian Hu 001 (Encyclopedia of Database Systems (2nd ed.), 2018)

Learning to Annotate: Modularizing Data Augmentation for Text Classifiers with Natural Language Explanations. - Ziqi Wang 003; Yujia Qin; Wenxuan Zhou; Jun Yan 001; Qinyuan Ye; Leonardo Neves; Zhiyuan Liu 001; Xiang Ren 001 (CoRR, 2019)

Microsoft Concept Graph: Mining Semantic Concepts for Short Text Understanding. - Lei Ji 001; Yujing Wang; Botian Shi; Dawei Zhang; Zhongyuan Wang 006; Jun Yan 001 (Data Intell., 2019)

A Unified Adversarial Learning Framework for Semi-supervised Multi-target Domain Adaptation. - Xinle Wu; Lei Wang; Shuo Wang; Xiaofeng Meng 001; Linfeng Li; Haitao Huang; Xiaohong Zhang; Jun Yan 001 (DASFAA (1), 2020)