| 2015 | Negative Link Prediction in Social Media. | Jiliang Tang, Shiyu Chang, Charu C. Aggarwal, Huan Liu |
| 2015 | Sentiment-Specific Representation Learning for Document-Level Sentiment Analysis. | Duyu Tang |
| 2015 | Exploring the Space of Topic Coherence Measures. | Michael Rder, Andreas Both, Alexander Hinneburg |
| 2015 | On Tag Recommendation for Expertise Profiling: A Case Study in the Scientific Domain. | Isac S. Ribeiro, Rodrygo L. T. Santos, Marcos Andr Gonalves, Alberto H. F. Laender |
| 2015 | Modeling Website Popularity Competition in the Attention-Activity Marketplace. | Bruno Ribeiro, Christos Faloutsos |
| 2015 | Sarcasm Detection on Twitter: A Behavioral Modeling Approach. | Ashwin Rajadesingan, Reza Zafarani, Huan Liu |
| 2015 | Optimal Space-time Tradeoffs for Inverted Indexes. | Giuseppe Ottaviano, Nicola Tonellotto, Rossano Venturini |
| 2015 | Listwise Approach for Rank Aggregation in Crowdsourcing. | Shuzi Niu, Yanyan Lan, Jiafeng Guo, Xueqi Cheng, Lei Yu, Guoping Long |
| 2015 | Review Synthesis for Micro-Review Summarization. | Thanh-Son Nguyen, Hady Wirawan Lauw, Panayiotis Tsaparas |
| 2015 | Topics, Tasks & Beyond: Learning Representations for Personalization. | Rishabh Mehrotra |
| 2015 | Personalized Mobile App Recommendation: Reconciling App Functionality and User Privacy Preference. | Bin Liu, Deguang Kong, Lei Cen, Neil Zhenqiang Gong, Hongxia Jin, Hui Xiong |
| 2015 | On Integrating Network and Community Discovery. | Jialu Liu, Charu C. Aggarwal, Jiawei Han |
| 2015 | Toward Predicting the Outcome of an A/B Experiment for Search Relevance. | Lihong Li, Jin Young Kim, Imed Zitouni |
| 2015 | Inferring Movement Trajectories from GPS Snippets. | Mu Li, Amr Ahmed, Alexander J. Smola |
| 2015 | Offline Evaluation and Optimization for Interactive Systems. | Lihong Li |
| 2015 | New Directions in Recommender Systems. | Jure Leskovec |
| 2015 | The Power of Random Neighbors in Social Networks. | Silvio Lattanzi, Yaron Singer |
| 2015 | Distributed Graph Algorithmics: Theory and Practice. | Silvio Lattanzi, Vahab S. Mirrokni |
| 2015 | Inverting a Steady-State. | Ravi Kumar, Andrew Tomkins, Sergei Vassilvitskii, Erik Vee |
| 2015 | Driven by Food: Modeling Geographic Choice. | Ravi Kumar, Mohammad Mahdian, Bo Pang, Andrew Tomkins, Sergei Vassilvitskii |
| 2015 | Hiring Behavior Models for Online Labor Markets. | Marios Kokkodis, Panagiotis Papadimitriou, Panagiotis G. Ipeirotis |
| 2015 | Delayed-Dynamic-Selective (DDS) Prediction for Reducing Extreme Tail Latency in Web Search. | Saehoon Kim, Yuxiong He, Seung-won Hwang, Sameh Elnikety, Seungjin Choi |
| 2015 | Mining Groups Stability in Ubiquitous and Social Environments: Communities, Classes and Clusters. | Mark Kibanov |
| 2015 | Just in Time Recommendations: Modeling the Dynamics of Boredom in Activity Streams. | Komal Kapoor, Karthik Subbian, Jaideep Srivastava, Paul R. Schrater |
| 2015 | Learning from User Interactions. | Thorsten Joachims |