| 2019 | Effective and Efficient Sports Play Retrieval with Deep Representation Learning. | Zheng Wang, Cheng Long, Gao Cong, Ce Ju |
| 2019 | TUBE: Embedding Behavior Outcomes for Predicting Success. | Daheng Wang, Tianwen Jiang, Nitesh V. Chawla, Meng Jiang |
| 2019 | Adversarial Substructured Representation Learning for Mobile User Profiling. | Pengyang Wang, Yanjie Fu, Hui Xiong, Xiaolin Li |
| 2019 | Fast Approximation of Empirical Entropy via Subsampling. | Chi Wang, Bailu Ding |
| 2019 | Social Recommendation with Optimal Limited Attention. | Xin Wang, Wenwu Zhu, Chenghao Liu |
| 2019 | KGAT: Knowledge Graph Attention Network for Recommendation. | Xiang Wang, Xiangnan He, Yixin Cao, Meng Liu, Tat-Seng Chua |
| 2019 | Enabling Onboard Detection of Events of Scientific Interest for the Europa Clipper Spacecraft. | Kiri L. Wagstaff, Gary Doran, Ashley Davies, Saadat Anwar, Srija Chakraborty, Marissa Cameron, Ingrid Daubar, Cynthia A. Phillips |
| 2019 | Modern MDL meets Data Mining Insights, Theory, and Practice. | Jilles Vreeken, Kenji Yamanishi |
| 2019 | Stability and Generalization of Graph Convolutional Neural Networks. | Saurabh Verma, Zhi-Li Zhang |
| 2019 | Towards Identifying Impacted Users in Cellular Services. | Shobha Venkataraman, Jia Wang |
| 2019 | Detecting Bursts of Activity in Telecommunications. | Bruno Veloso, Carlos Martins, Raphael Espanha, Raul Azevedo, Joo Gama |
| 2019 | AutoNE: Hyperparameter Optimization for Massive Network Embedding. | Ke Tu, Jianxin Ma, Peng Cui, Jian Pei, Wenwu Zhu |
| 2019 | Feedback Shaping: A Modeling Approach to Nurture Content Creation. | Ye Tu, Chun Lo, Yiping Yuan, Shaunak Chatterjee |
| 2019 | Seasonal-adjustment Based Feature Selection Method for Predicting Epidemic with Large-scale Search Engine Logs. | Thien Q. Tran, Jun Sakuma |
| 2019 | Chainer: A Deep Learning Framework for Accelerating the Research Cycle. | Seiya Tokui, Ryosuke Okuta, Takuya Akiba, Yusuke Niitani, Toru Ogawa, Shunta Saito, Shuji Suzuki, Kota Uenishi, Brian Vogel, Hiroyuki Yamazaki Vincent |
| 2019 | A Severity Score for Retinopathy of Prematurity. | Peng Tian, Yuan Guo, Jayashree Kalpathy-Cramer, Susan Ostmo, John Peter Campbell, Michael F. Chiang, Jennifer G. Dy, Deniz Erdogmus, Stratis Ioannidis |
| 2019 | Analytics Journey Map: An Approach Enable to ML at Scale. | Ganesh Thondikulam |
| 2019 | Detecting Anomalies in Space using Multivariate Convolutional LSTM with Mixtures of Probabilistic PCA. | Shahroz Tariq, Sangyup Lee, Youjin Shin, Myeong Shin Lee, Okchul Jung, Daewon Chung, Simon S. Woo |
| 2019 | MVAN: Multi-view Attention Networks for Real Money Trading Detection in Online Games. | Jianrong Tao, Jianshi Lin, Shize Zhang, Sha Zhao, Runze Wu, Changjie Fan, Peng Cui |
| 2019 | Log2Intent: Towards Interpretable User Modeling via Recurrent Semantics Memory Unit. | Zhiqiang Tao, Sheng Li, Zhaowen Wang, Chen Fang, Longqi Yang, Handong Zhao, Yun Fu |
| 2019 | Retaining Privileged Information for Multi-Task Learning. | Fengyi Tang, Cao Xiao, Fei Wang, Jiayu Zhou, Li-Wei H. Lehman |
| 2019 | AKUPM: Attention-Enhanced Knowledge-Aware User Preference Model for Recommendation. | Xiaoli Tang, Tengyun Wang, Haizhi Yang, Hengjie Song |
| 2019 | A Deep Value-network Based Approach for Multi-Driver Order Dispatching. | Xiaocheng Tang, Zhiwei (Tony) Qin, Fan Zhang, Zhaodong Wang, Zhe Xu, Yintai Ma, Hongtu Zhu, Jieping Ye |
| 2019 | MSURU: Large Scale E-commerce Image Classification with Weakly Supervised Search Data. | Yina Tang, Fedor Borisyuk, Siddarth Malreddy, Yixuan Li, Yiqun Liu, Sergey Kirshner |
| 2019 | Adversarial Matching of Dark Net Market Vendor Accounts. | Xiao Hui Tai, Kyle Soska, Nicolas Christin |