| 2018 | Influence Maximization in Online Social Networks. | igdem Aslay, Laks V. S. Lakshmanan, Wei Lu, Xiaokui Xiao |
| 2018 | Can you Trust the Trend?: Discovering Simpson's Paradoxes in Social Data. | Nazanin Alipourfard, Peter G. Fennell, Kristina Lerman |
| 2018 | Performance Analysis of a Privacy Constrained kNN Recommendation Using Data Sketches. | Armita Afsharinejad, Neil Hurley |
| 2018 | Multi-Dimensional Network Embedding with Hierarchical Structure. | Yao Ma, Zhaochun Ren, Ziheng Jiang, Jiliang Tang, Dawei Yin |
| 2018 | On the Power of Massive Text Data. | Jiawei Han |
| 2017 | Representation Learning with Pair-wise Constraints for Collaborative Ranking. | Fuzhen Zhuang, Dan Luo, Nicholas Jing Yuan, Xing Xie, Qing He |
| 2017 | Joint Deep Modeling of Users and Items Using Reviews for Recommendation. | Lei Zheng, Vahid Noroozi, Philip S. Yu |
| 2017 | Multi-Product Utility Maximization for Economic Recommendation. | Qi Zhao, Yongfeng Zhang, Yi Zhang, Daniel Friedman |
| 2017 | Constructing and Embedding Abstract Event Causality Networks from Text Snippets. | Sendong Zhao, Quan Wang, Sean Massung, Bing Qin, Ting Liu, Bin Wang, ChengXiang Zhai |
| 2017 | Mining Medical Causality for Diagnosis Assistance. | Sendong Zhao |
| 2017 | Managing Risk of Bidding in Display Advertising. | Haifeng Zhang, Weinan Zhang, Yifei Rong, Kan Ren, Wenxin Li, Jun Wang |
| 2017 | Enterprise Employee Training via Project Team Formation. | Jiawei Zhang, Philip S. Yu, Yuanhua Lv |
| 2017 | Link Prediction with Cardinality Constraint. | Jiawei Zhang, Jianhui Chen, Junxing Zhu, Yi Chang, Philip S. Yu |
| 2017 | RedQueen: An Online Algorithm for Smart Broadcasting in Social Networks. | Ali Zarezade, Utkarsh Upadhyay, Hamid R. Rabiee, Manuel Gomez-Rodriguez |
| 2017 | A Concise Integer Linear Programming Formulation for Implicit Search Result Diversification. | Haitao Yu, Adam Jatowt, Roi Blanco, Hideo Joho, Joemon M. Jose, Long Chen, Fajie Yuan |
| 2017 | PRED: Periodic Region Detection for Mobility Modeling of Social Media Users. | Quan Yuan, Wei Zhang, Chao Zhang, Xinhe Geng, Gao Cong, Jiawei Han |
| 2017 | Temporally Factorized Network Modeling for Evolutionary Network Analysis. | Wenchao Yu, Charu C. Aggarwal, Wei Wang |
| 2017 | Statistical Spoken Dialogue Systems and the Challenges for Machine Learning. | Steve J. Young |
| 2017 | Predicting Online Purchase Conversion for Retargeting. | Jinyoung Yeo, Sungchul Kim, Eunyee Koh, Seung-won Hwang, Nedim Lipka |
| 2017 | Embedding of Embedding (EOE): Joint Embedding for Coupled Heterogeneous Networks. | Linchuan Xu, Xiaokai Wei, Jiannong Cao, Philip S. Yu |
| 2017 | Scalable Text Analysis. | Zijun Xue |
| 2017 | Recurrent Recommender Networks. | Chao-Yuan Wu, Amr Ahmed, Alex Beutel, Alexander J. Smola, How Jing |
| 2017 | Beyond the Words: Predicting User Personality from Heterogeneous Information. | Honghao Wei, Fuzheng Zhang, Nicholas Jing Yuan, Chuan Cao, Hao Fu, Xing Xie, Yong Rui, Wei-Ying Ma |
| 2017 | How Smart Does Your Profile Image Look?: Estimating Intelligence from Social Network Profile Images. | Xingjie Wei, David Stillwell |
| 2017 | Concept Embedded Convolutional Semantic Model for Question Retrieval. | Pengwei Wang, Yong Zhang, Lei Ji, Jun Yan, Lianwen Jin |