| 2017 | Task-Guided and Path-Augmented Heterogeneous Network Embedding for Author Identification. | Ting Chen, Yizhou Sun |
| 2017 | Generating Illustrative Snippets for Open Data on the Web. | Gong Cheng, Cheng Jin, Wentao Ding, Danyun Xu, Yuzhong Qu |
| 2017 | Social Incentive Optimization in Online Social Networks. | Guangde Chen, Bee-Chung Chen, Deepak Agarwal |
| 2017 | Keeping Apace with Progress in Natural Language Processing. | Claire Cardie |
| 2017 | Real-Time Bidding by Reinforcement Learning in Display Advertising. | Han Cai, Kan Ren, Weinan Zhang, Kleanthis Malialis, Jun Wang, Yong Yu, Defeng Guo |
| 2017 | Click Through Rate Prediction for Local Search Results. | Fidel Cacheda, Nicola Barbieri, Roi Blanco |
| 2017 | Harnessing the Power of Data Science through Research. | Andrew Blake |
| 2017 | Algorithms for Active Classifier Selection: Maximizing Recall with Precision Constraints. | Paul N. Bennett, David Maxwell Chickering, Christopher Meek, Xiaojin Zhu |
| 2017 | Anticipating Information Needs Based on Check-in Activity. | Jan R. Benetka, Krisztian Balog, Kjetil Nrvg |
| 2017 | Learning from User Interactions in Personal Search via Attribute Parameterization. | Michael Bendersky, Xuanhui Wang, Donald Metzler, Marc Najork |
| 2017 | Groove Radio: A Bayesian Hierarchical Model for Personalized Playlist Generation. | Shay Ben-Elazar, Gal Lavee, Noam Koenigstein, Oren Barkan, Hilik Berezin, Ulrich Paquet, Tal Zaccai |
| 2017 | Ten Years of Wisdom. | Ricardo Baeza-Yates |
| 2017 | DiSMEC: Distributed Sparse Machines for Extreme Multi-label Classification. | Rohit Babbar, Bernhard Schlkopf |
| 2017 | Online Actions with Offline Impact: How Online Social Networks Influence Online and Offline User Behavior. | Tim Althoff, Pranav Jindal, Jure Leskovec |
| 2017 | Leveraging Behavioral Factorization and Prior Knowledge for Community Discovery and Profiling. | Mohammad Akbari, Tat-Seng Chua |
| 2017 | Evolution of Ego-networks in Social Media with Link Recommendations. | Luca Maria Aiello, Nicola Barbieri |
| 2017 | Counting Graphlets: Space vs Time. | Marco Bressan, Flavio Chierichetti, Ravi Kumar, Stefano Leucci, Alessandro Panconesi |
| 2016 | Detecting Social Media Icebergs by Their Tips: Rumors, Persuasion Campaigns, and Information Needs. | Zhe Zhao |
| 2016 | E-commerce Product Recommendation by Personalized Promotion and Total Surplus Maximization. | Qi Zhao |
| 2016 | Affective Computing of Image Emotion Perceptions. | Sicheng Zhao |
| 2016 | Learning Distributed Representations of Data in Community Question Answering for Question Retrieval. | Kai Zhang, Wei Wu, Fang Wang, Ming Zhou, Zhoujun Li |
| 2016 | Feedback Control of Real-Time Display Advertising. | Weinan Zhang, Yifei Rong, Jun Wang, Tianchi Zhu, Xiaofan Wang |
| 2016 | Geographic Segmentation via Latent Poisson Factor Model. | Rose Yu, Andrew Gelfand, Suju Rajan, Cyrus Shahabi, Yan Liu |
| 2016 | Who Will Reply to/Retweet This Tweet?: The Dynamics of Intimacy from Online Social Interactions. | Nicholas Jing Yuan, Yuan Zhong, Fuzheng Zhang, Xing Xie, Chin-Yew Lin, Yong Rui |
| 2016 | Cross-modality Consistent Regression for Joint Visual-Textual Sentiment Analysis of Social Multimedia. | Quanzeng You, Jiebo Luo, Hailin Jin, Jianchao Yang |