| 2015 | CIKM | Topic Modeling in Semantic Space with Keywords. | Xiaojia Pu, Rong Jin, Gangshan Wu, Dingyi Han, Gui-Rong Xue |
| 2014 | ICML | Coupled Group Lasso for Web-Scale CTR Prediction in Display Advertising. | Ling Yan, Wu-Jun Li, Gui-Rong Xue, Dingyi Han |
| 2011 | AAAI | Heterogeneous Transfer Learning for Image Classification. | Yin Zhu, Yuqiang Chen, Zhongqi Lu, Sinno Jialin Pan, Gui-Rong Xue, Yong Yu, Qiang Yang |
| 2011 | PAKDD | Cross-Lingual Sentiment Classification via Bi-view Non-negative Matrix Tri-Factorization. | Junfeng Pan, Gui-Rong Xue, Yong Yu, Yang Wang |
| 2011 | WWW | Video summarization via transferrable structured learning. | Liangda Li, Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Yong Yu |
| 2010 | AAAI | Visual Contextual Advertising: Bringing Textual Advertisements to Images. | Yuqiang Chen, Ou Jin, Gui-Rong Xue, Jia Chen, Qiang Yang |
| 2010 | ADMA | Predicting Product Duration for Adaptive Advertisement. | Zhongqi Guo, Yongqiang Wang, Gui-Rong Xue, Yong Yu |
| 2010 | ADMA | Click Prediction for Product Search on C2C Web Sites. | Xiangzhi Wang, Chunyang Liu, Gui-Rong Xue, Yong Yu |
| 2010 | APWEB | Text-Aided Image Classification: Using Labeled Text from Web to Help Image Classification. | Yuan Lin, Yuqiang Chen, Gui-Rong Xue, Yong Yu |
| 2010 | WWW | Transfer learning for behavioral targeting. | Tianqi Chen, Jun Yan, Gui-Rong Xue, Zheng Chen |
| 2009 | ACL | Heterogeneous Transfer Learning for Image Clustering via the SocialWeb. | Qiang Yang, Yuqiang Chen, Gui-Rong Xue, Wenyuan Dai, Yong Yu |
| 2009 | CIKM | Multi-task learning for learning to rank in web search. | Jing Bai, Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Gordon Sun, Belle L. Tseng, Zhaohui Zheng, Yi Chang |
| 2009 | ICML | EigenTransfer: a unified framework for transfer learning. | Wenyuan Dai, Ou Jin, Gui-Rong Xue, Qiang Yang, Yong Yu |
| 2009 | WWW | Enhancing diversity, coverage and balance for summarization through structure learning. | Liangda Li, Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Yong Yu |
| 2009 | WWW | Dataplorer: a scalable search engine for the data web. | Haofen Wang, Qiaoling Liu, Gui-Rong Xue, Yong Yu, Lei Zhang, Yue Pan |
| 2009 | WWW | Web-scale classification with naive bayes. | Congle Zhang, Gui-Rong Xue, Yong Yu, Hongyuan Zha |
| 2009 | SIGIR | Global ranking by exploiting user clicks. | Shihao Ji, Ke Zhou, Ciya Liao, Zhaohui Zheng, Gui-Rong Xue, Olivier Chapelle, Gordon Sun, Hongyuan Zha |
| 2009 | SIGIR | Efficient query expansion for advertisement search. | Haofen Wang, Yan Liang, Linyun Fu, Gui-Rong Xue, Yong Yu |
| 2008 | ADMA | Iterative Reinforcement Cross-Domain Text Classification. | Di Zhang, Gui-Rong Xue, Yong Yu |
| 2008 | DASFAA | Knowledge Transferring Via Implicit Link Analysis. | Xiao Ling, Wenyuan Dai, Gui-Rong Xue, Yong Yu |
| 2008 | ICML | Self-taught clustering. | Wenyuan Dai, Qiang Yang, Gui-Rong Xue, Yong Yu |
| 2008 | KDD | Spectral domain-transfer learning. | Xiao Ling, Wenyuan Dai, Gui-Rong Xue, Qiang Yang, Yong Yu |
| 2008 | PRICAI | Knowledge Supervised Text Classification with No Labeled Documents. | Congle Zhang, Gui-Rong Xue, Yong Yu |
| 2008 | WWW | Can chinese web pages be classified with english data source? | Xiao Ling, Gui-Rong Xue, Wenyuan Dai, Yun Jiang, Qiang Yang, Yong Yu |
| 2008 | WWW | WWW 2008 workshop on social web search and mining: SWSM2008. | Juan-Zi Li, Gui-Rong Xue, Jie Tang, Ying Ding |
| 2008 | WWW | Semantic Services for Wikipedia. | Haofen Wang, Thomas Penin, Linyun Fu, Qiaoling Liu, Gui-Rong Xue, Yong Yu |
| 2008 | SIGIR | Topic-bridged PLSA for cross-domain text classification. | Gui-Rong Xue, Wenyuan Dai, Qiang Yang, Yong Yu |
| 2008 | SIGIR | Deep classification in large-scale text hierarchies. | Gui-Rong Xue, Dikan Xing, Qiang Yang, Yong Yu |
| 2008 | SIGIR | Learning to rank with ties. | Ke Zhou, Gui-Rong Xue, Hongyuan Zha, Yong Yu |
| 2008 | WSDM | Advertising keyword suggestion based on concept hierarchy. | Yifan Chen, Gui-Rong Xue, Yong Yu |
| 2008 | WSDM | Deep classifier: automatically categorizing search results into large-scale hierarchies. | Dikan Xing, Gui-Rong Xue, Qiang Yang, Yong Yu |
| 2007 | AAAI | Transferring Naive Bayes Classifiers for Text Classification. | Wenyuan Dai, Gui-Rong Xue, Qiang Yang, Yong Yu |
| 2007 | ICML | Boosting for transfer learning. | Wenyuan Dai, Qiang Yang, Gui-Rong Xue, Yong Yu |
| 2007 | KDD | Co-clustering based classification for out-of-domain documents. | Wenyuan Dai, Gui-Rong Xue, Qiang Yang, Yong Yu |
| 2007 | WWW | Optimizing web search using social annotations. | Shenghua Bao, Gui-Rong Xue, Xiaoyuan Wu, Yong Yu, Ben Fei, Zhong Su |
| 2007 | WWW | Exploring in the weblog space by detecting informative and affective articles. | Xiaochuan Ni, Gui-Rong Xue, Xiao Ling, Yong Yu, Qiang Yang |
| 2007 | WISE | Adaptive Email Spam Filtering Based on Information Theory. | Xin Zhang, Wenyuan Dai, Gui-Rong Xue, Yong Yu |
| 2006 | ADMA | A Hierarchical Model of Web Graph. | Jie Han, Yong Yu, Chenxi Lin, Dingyi Han, Gui-Rong Xue |
| 2006 | APWEB | IRFCF: Iterative Rating Filling Collaborative Filtering Algorithm. | Jie Shen, Ying Lin, Gui-Rong Xue, Fan-De Zhu, Ai-Guo Yao |
| 2006 | APWEB | Image Description Mining and Hierarchical Clustering on Data Records Using HR-Tree. | Congle Zhang, Sheng Huang, Gui-Rong Xue, Yong Yu |
| 2006 | PRICAI | An Empirical Study of Data Smoothing Methods for Memory-Based and Hybrid Collaborative Filtering. | Dingyi Han, Gui-Rong Xue, Yong Yu |
| 2006 | WISE | Exploiting Rating Behaviors for Effective Collaborative Filtering. | Dingyi Han, Yong Yu, Gui-Rong Xue |
| 2005 | APWEB | An Algorithm for Enumerating SCCs in Web Graph. | Jie Han, Yong Yu, Guowei Liu, Gui-Rong Xue |
| 2005 | APWEB | Block-Based Language Modeling Approach Towards Web Search. | Shengping Li, Shen Huang, Gui-Rong Xue, Yong Yu |
| 2005 | APWEB | Using Probabilistic Latent Semantic Analysis for Personalized Web Search. | Chenxi Lin, Gui-Rong Xue, Hua-Jun Zeng, Yong Yu |
| 2005 | APWEB | China Web Graph Measurements and Evolution. | Guowei Liu, Yong Yu, Jie Han, Gui-Rong Xue |
| 2005 | WWW | A study on combination of block importance and relevance to estimate page relevance. | Shen Huang, Yong Yu, Shengping Li, Gui-Rong Xue, Lei Zhang |
| 2005 | SIGIR | Scalable collaborative filtering using cluster-based smoothing. | Gui-Rong Xue, Chenxi Lin, Qiang Yang, Wensi Xi, Hua-Jun Zeng, Yong Yu, Zheng Chen |
| 2005 | SIGIR | Exploiting the hierarchical structure for link analysis. | Gui-Rong Xue, Qiang Yang, Hua-Jun Zeng, Yong Yu, Zheng Chen |
| 2004 | CIKM | Optimizing web search using web click-through data. | Gui-Rong Xue, Hua-Jun Zeng, Zheng Chen, Yong Yu, Wei-Ying Ma, Wensi Xi, Weiguo Fan |
| 2004 | CIKM | MRSSA: an iterative algorithm for similarity spreading over interrelated objects. | Gui-Rong Xue, Hua-Jun Zeng, Zheng Chen, Yong Yu, Wei-Ying Ma, Wensi Xi, Edward A. Fox |
| 2004 | ICDM | IRC: An Iterative Reinforcement Categorization Algorithm for Interrelated Web Objects. | Gui-Rong Xue, Dou Shen, Qiang Yang, Hua-Jun Zeng, Zheng Chen, Yong Yu, Wensi Xi, Wei-Ying Ma |
| 2004 | WWW | Similarity spreading: a unified framework for similarity calculation of interrelated objects. | Gui-Rong Xue, Hua-Jun Zeng, Zheng Chen, Wei-Ying Ma, Yong Yu |
| 2004 | WISE | Multi-type Features Based Web Document Clustering. | Shen Huang, Gui-Rong Xue, Benyu Zhang, Zheng Chen, Yong Yu, Wei-Ying Ma |
| 2004 | WISE | Exploiting PageRank at Different Block Level. | Xue-Mei Jiang, Gui-Rong Xue, Wen-Guan Song, Hua-Jun Zeng, Zheng Chen, Wei-Ying Ma |
| 2004 | WISE | Optimizing Web Search Using Spreading Activation on the Clickthrough Data. | Gui-Rong Xue, Shen Huang, Yong Yu, Hua-Jun Zeng, Zheng Chen, Wei-Ying Ma |
| 2003 | WWW | User Access Pattern Enhanced Small Web Search. | Gui-Rong Xue, Hua-Jun Zeng, Zheng Chen, Wei-Ying Ma, HongJiang Zhang, Chao-Jun Lu |
| 2003 | SIGIR | Implicit link analysis for small web search. | Gui-Rong Xue, Hua-Jun Zeng, Zheng Chen, Wei-Ying Ma, HongJiang Zhang, Chao-Jun Lu |
| 2002 | WISE | Log Mining to Improve the Performance of Site Search. | Gui-Rong Xue, Hua-Jun Zeng, Zheng Chen, Wei-Ying Ma, Chao-Jun Lu |