Web page clustering enhanced by summarization. - Xuanhui Wang; Dou Shen; Hua-Jun Zeng; Zheng Chen 001; Wei-Ying Ma (CIKM, 2004)

IRC: An Iterative Reinforcement Categorization Algorithm for Interrelated Web Objects. - Gui-Rong Xue; Dou Shen; Qiang Yang 001; Hua-Jun Zeng; Zheng Chen 001; Yong Yu 001; Wensi Xi; Wei-Ying Ma (ICDM, 2004)

Web-page classification through summarization. - Dou Shen; Zheng Chen 001; Qiang Yang 001; Hua-Jun Zeng; Benyu Zhang; Yuchang Lu; Wei-Ying Ma (SIGIR, 2004)

Activity Recognition through Goal-Based Segmentation. - Jie Yin 001; Dou Shen; Qiang Yang 001; Ze-Nian Li (AAAI, 2005)

Web-page summarization using clickthrough data. - Jian-Tao Sun; Dou Shen; Hua-Jun Zeng; Qiang Yang 001; Yuchang Lu; Zheng Chen 001 (SIGIR, 2005)

Q2C@UST: our winning solution to query classification in KDDCUP 2005. - Dou Shen; Rong Pan; Jian-Tao Sun; Jeffrey Junfeng Pan; Kangheng Wu; Jie Yin 001; Qiang Yang 001 (SIGKDD Explor., 2005)

Text classification improved through multigram models. - Dou Shen; Jian-Tao Sun; Qiang Yang 001; Zheng Chen 001 (CIKM, 2006)

Text Classification Improved through Automatically Extracted Sequences. - Dou Shen; Jian-Tao Sun; Qiang Yang 001; Hui Zhao; Zheng Chen 001 (ICDE, 2006)

Adding Semantics to Email Clustering. - Hua Li 001; Dou Shen; Benyu Zhang; Zheng Chen 001; Qiang Yang 001 (ICDM, 2006)

Latent Friend Mining from Blog Data. - Dou Shen; Jian-Tao Sun; Qiang Yang 001; Zheng Chen 001 (ICDM, 2006)

Building bridges for web query classification. - Dou Shen; Jian-Tao Sun; Qiang Yang 001; Zheng Chen 001 (SIGIR, 2006)

Thread detection in dynamic text message streams. - Dou Shen; Qiang Yang 001; Jian-Tao Sun; Zheng Chen 001 (SIGIR, 2006)

A comparison of implicit and explicit links for web page classification. - Dou Shen; Jian-Tao Sun; Qiang Yang 001; Zheng Chen 001 (WWW, 2006)

CWS: a comparative web search system. - Jian-Tao Sun; Xuanhui Wang; Dou Shen; Hua-Jun Zeng; Zheng Chen 001 (WWW, 2006)

Mining clickthrough data for collaborative web search. - Jian-Tao Sun; Xuanhui Wang; Dou Shen; Hua-Jun Zeng; Zheng Chen 001 (WWW, 2006)

Reinforcing Web-object Categorization Through Interrelationships. - Gui-Rong Xue; Yong Yu 001; Dou Shen; Qiang Yang 001; Hua-Jun Zeng; Zheng Chen 001 (Data Min. Knowl. Discov., 2006)

Query enrichment for web-query classification. - Dou Shen; Rong Pan; Jian-Tao Sun; Jeffrey Junfeng Pan; Kangheng Wu; Jie Yin 001; Qiang Yang 001 (ACM Trans. Inf. Syst., 2006)

Mining Web Query Hierarchies from Clickthrough Data. - Dou Shen; Min Qin; Weizhu Chen; Qiang Yang 001; Zheng Chen 001 (AAAI, 2007)

Understanding Topic Influence Based on Module Network. - Jinlong Wang; Congfu Xu; Dou Shen; Guojing Luo; Xueyu Geng (ICADL, 2007)

Feature selection in a kernel space. - Bin Cao 001; Dou Shen; Jian-Tao Sun; Qiang Yang 001; Zheng Chen 001 (ICML, 2007)

Detect and Track Latent Factors with Online Nonnegative Matrix Factorization. - Bin Cao 001; Dou Shen; Jian-Tao Sun; Xuanhui Wang; Qiang Yang 001; Zheng Chen 001 (IJCAI, 2007)

Document Summarization Using Conditional Random Fields. - Dou Shen; Jian-Tao Sun; Hua Li 001; Qiang Yang 001; Zheng Chen 001 (IJCAI, 2007)

Domain-constrained semi-supervised mining of tracking models in sensor networks. - Rong Pan; Junhui Zhao; Vincent Wenchen Zheng; Jeffrey Junfeng Pan; Dou Shen; Sinno Jialin Pan; Qiang Yang 001 (KDD, 2007)

Noise reduction through summarization for Web-page classification. - Dou Shen; Qiang Yang 001; Zheng Chen 001 (Inf. Process. Manag., 2007)

Data mining and audience intelligence for advertising. - Ying Li 040; Arun C. Surendran; Dou Shen (SIGKDD Explor., 2007)

Transferring Localization Models across Space. - Sinno Jialin Pan; Dou Shen; Qiang Yang 001; James T. Kwok (AAAI, 2008)

Transferring Localization Models over Time. - Vincent Wenchen Zheng; Evan Wei Xiang; Qiang Yang 001; Dou Shen (AAAI, 2008)

Personal name classification in web queries. - Dou Shen; Toby Walker; Zijian Zheng 002; Qiang Yang 001; Ying Li 040 (WSDM, 2008)

Report on the second KDD workshop on data mining for advertising. - Dou Shen; Arun C. Surendran; Ying Li 040 (SIGKDD Explor., 2008)

Activity recognition via user-trace segmentation. - Jie Yin 001; Qiang Yang 001; Dou Shen; Ze-Nian Li (ACM Trans. Sens. Networks, 2008)

Context-Aware Online Commercial Intention Detection. - Derek Hao Hu; Dou Shen; Jian-Tao Sun; Qiang Yang 001; Zheng Chen 001 (ACML, 2009)

Product query classification. - Dou Shen; Ying Li 040; Xiao Li 006; Dengyong Zhou (CIKM, 2009)

Exploiting term relationship to boost text classification. - Dou Shen; Jianmin Wu; Bin Cao 001; Jian-Tao Sun; Qiang Yang 001; Zheng Chen 001; Ying Li 040 (CIKM, 2009)

Context-aware query classification. - Huanhuan Cao; Derek Hao Hu; Dou Shen; Daxin Jiang; Jian-Tao Sun; Enhong Chen; Qiang Yang 001 (SIGIR, 2009)

Mining common topics from multiple asynchronous text streams. - Xiang Wang 002; Kai Zhang; Xiaoming Jin; Dou Shen (WSDM, 2009)

Text Categorization. - Dou Shen (Encyclopedia of Database Systems, 2009)

Text Summarization. - Dou Shen (Encyclopedia of Database Systems, 2009)

Clickthrough Log Analysis by Collaborative Ranking. - Bin Cao 001; Dou Shen; Kuansan Wang; Qiang Yang 001 (AAAI, 2010)

Transfer Learning via Cluster Correspondence Inference. - Mingsheng Long; Wei Cheng 002; Xiaoming Jin; Jianmin Wang 001; Dou Shen (ICDM, 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)

Learning with click graph for query intent classification. - Xiao Li 006; Ye-Yi Wang; Dou Shen; Alex Acero (ACM Trans. Inf. Syst., 2010)

Short Text Classification Improved by Learning Multi-Granularity Topics. - Mengen Chen; Xiaoming Jin; Dou Shen (IJCAI, 2011)

Topic Mining over Asynchronous Text Sequences. - Xiang Wang 001; Xiaoming Jin; Mengen Chen; Kai Zhang; Dou Shen (IEEE Trans. Knowl. Data Eng., 2012)

Short text classification by detecting information path. - Shitao Zhang; Xiaoming Jin; Dou Shen; Bin Cao 001; Xuetao Ding; Xiaochen Zhang (CIKM, 2013)

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

Discovering multilingual concepts from unaligned web documents by exploring associated images. - Xiaochen Zhang; Xiaoming Jin; Lianghao Li; Dou Shen (WWW (Companion Volume), 2013)

Introduction to the Special Issue on Online Advertising. - Dou Shen; Deepak Agarwal (ACM Trans. Intell. Syst. Technol., 2014)

Transfer Learning with Graph Co-Regularization. - Mingsheng Long; Jianmin Wang 001; Guiguang Ding; Dou Shen; Qiang Yang 001 (IEEE Trans. Knowl. Data Eng., 2014)

Gaussian Cardinality Restricted Boltzmann Machines. - Cheng Wan; Xiaoming Jin; Guiguang Ding; Dou Shen (AAAI, 2015)

Lower Search Cost. - Dou Shen (SIGIR, 2015)

Automatic Gating of Attributes in Deep Structure. - Xiaoming Jin; Tao He; Cheng Wan; Lan Yi; Guiguang Ding; Dou Shen (IJCAI, 2018)

Text Categorization. - Dou Shen (Encyclopedia of Database Systems (2nd ed.), 2018)

Text Summarization. - Dou Shen (Encyclopedia of Database Systems (2nd ed.), 2018)

Tree-of-Code: A Tree-Structured Exploring Framework for End-to-End Code Generation and Execution in Complex Task Handling. - Ziyi Ni; Yifan Li; Ning Yang; Dou Shen; Pin Lv; Daxiang Dong (CoRR, 2024)

Tree-of-Code: A Self-Growing Tree Framework for End-to-End Code Generation and Execution in Complex Tasks. - Ziyi Ni; Yifan Li; Ning Yang; Dou Shen; Pin Lyu; Daxiang Dong (ACL (Findings), 2025)

Astra: Efficient and Money-saving Automatic Parallel Strategies Search on Heterogeneous GPUs. - Peiran Wang; Haibing Li; Fu Haohan; Shiyong Li; Yanpeng Wang; Dou Shen (CoRR, 2025)