| 2012 | Collaborative ranking. | Suhrid Balakrishnan, Sumit Chopra |
| 2012 | Harmony and dissonance: organizing the people's voices on political controversies. | Rawia Awadallah, Maya Ramanath, Gerhard Weikum |
| 2012 | Effects of user similarity in social media. | Ashton Anderson, Daniel P. Huttenlocher, Jon M. Kleinberg, Jure Leskovec |
| 2012 | Overlapping clusters for distributed computation. | Reid Andersen, David F. Gleich, Vahab S. Mirrokni |
| 2012 | Mining slang and urban opinion words and phrases from cQA services: an optimization approach. | Hadi Amiri, Tat-Seng Chua |
| 2012 | Fair and balanced: learning to present news stories. | Amr Ahmed, Choon Hui Teo, S. V. N. Vishwanathan, Alexander J. Smola |
| 2012 | Scalable inference in latent variable models. | Amr Ahmed, Mohamed Aly, Joseph Gonzalez, Shravan M. Narayanamurthy, Alexander J. Smola |
| 2012 | Mining, searching and exploiting collaboratively generated content on the web. | Eugene Agichtein, Evgeniy Gabrilovich |
| 2012 | Fast top-k retrieval for model based recommendation. | Deepak Agarwal, Maxim Gurevich |
| 2012 | Sponsored search auctions with conflict constraints. | Panagiotis Papadimitriou, Hector Garcia-Molina |
| 2011 | A two-view learning approach for image tag ranking. | Jinfeng Zhuang, Steven C. H. Hoi |
| 2011 | Clustering product features for opinion mining. | Zhongwu Zhai, Bing Liu, Hua Xu, Peifa Jia |
| 2011 | Strength of social influence in trust networks in product review sites. | Ching-man Au Yeung, Tomoharu Iwata |
| 2011 | Patterns of temporal variation in online media. | Jaewon Yang, Jure Leskovec |
| 2011 | Learning similarity function for rare queries. | Jingfang Xu, Gu Xu |
| 2011 | CMAP: effective fusion of quality and relevance for multi-criteria recommendation. | Xin Xin, Michael R. Lyu, Irwin King |
| 2011 | Mining social images with distance metric learning for automated image tagging. | Pengcheng Wu, Steven C. H. Hoi, Peilin Zhao, Ying He |
| 2011 | Evaluating the visual quality of web pages using a computational aesthetic approach. | Ou Wu, Yunfei Chen, Bing Li, Weiming Hu |
| 2011 | Normalizing web product attributes and discovering domain ontology with minimal effort. | Tak-Lam Wong, Lidong Bing, Wai Lam |
| 2011 | Topical semantics of twitter links. | Michael J. Welch, Uri Schonfeld, Dan He, Junghoo Cho |
| 2011 | Who uses web search for what: and how. | Ingmar Weber, Alejandro Jaimes |
| 2011 | Action prediction and identification from mining temporal user behaviors. | Dakan Wang, Gang Wang, Xiaofeng Ke, Weizhu Chen |
| 2011 | On the selection of tags for tag clouds. | Petros Venetis, Georgia Koutrika, Hector Garcia-Molina |
| 2011 | Scalable clustering of news search results. | Srinivas Vadrevu, Choon Hui Teo, Suju Rajan, Kunal Punera, Byron Dom, Alexander J. Smola, Yi Chang, Zhaohui Zheng |
| 2011 | Linking online news and social media. | Manos Tsagkias, Maarten de Rijke, Wouter Weerkamp |