| 2014 | KDD | iPinYou Global RTB Bidding Algorithm Competition Dataset. | Hairen Liao, Lingxiao Peng, Zhenchuan Liu, Xuehua Shen |
| 2007 | ICDE | Cost-Conscious Cleaning of Massive RFID Data Sets. | Hector Gonzalez, Jiawei Han, Xuehua Shen |
| 2007 | KDD | Automatic labeling of multinomial topic models. | Qiaozhu Mei, Xuehua Shen, ChengXiang Zhai |
| 2006 | KDD | Mining long-term search history to improve search accuracy. | Bin Tan, Xuehua Shen, ChengXiang Zhai |
| 2006 | KDD | Discovering interesting patterns through user's interactive feedback. | Dong Xin, Xuehua Shen, Qiaozhu Mei, Jiawei Han |
| 2005 | CIKM | Implicit user modeling for personalized search. | Xuehua Shen, Bin Tan, ChengXiang Zhai |
| 2005 | WWW | Analysis of topic dynamics in web search. | Xuehua Shen, Susan T. Dumais, Eric Horvitz |
| 2005 | SIGIR | Context-sensitive information retrieval using implicit feedback. | Xuehua Shen, Bin Tan, ChengXiang Zhai |
| 2005 | SIGIR | UCAIR: a personalized search toolbar. | Xuehua Shen, Bin Tan, ChengXiang Zhai |
| 2005 | SIGIR | Active feedback in ad hoc information retrieval. | Xuehua Shen, ChengXiang Zhai |
| 2004 | SIGIR | ACES: a contextual engine for search. | Xuehua Shen, Smitha Sriram, ChengXiang Zhai |
| 2004 | SIGIR | A session-based search engine. | Smitha Sriram, Xuehua Shen, ChengXiang Zhai |
| 2003 | SIGIR | Exploiting query history for document ranking in interactive information retrieval. | Xuehua Shen, ChengXiang Zhai |