| 2019 | Towards Explainable Representation of Time-Evolving Graphs via Spatial-Temporal Graph Attention Networks. | Zhining Liu, Dawei Zhou, Jingrui He |
| 2019 | Graph Representation Learning for Merchant Incentive Optimization in Mobile Payment Marketing. | Ziqi Liu, Dong Wang, Qianyu Yu, Zhiqiang Zhang, Yue Shen, Jian Ma, Wenliang Zhong, Jinjie Gu, Jun Zhou, Shuang Yang, Yuan Qi |
| 2019 | Loopless Semi-Stochastic Gradient Descent with Less Hard Thresholding for Sparse Learning. | Xiangyang Liu, Bingkun Wei, Fanhua Shang, Hongying Liu |
| 2019 | In2Rec: Influence-based Interpretable Recommendation. | Huafeng Liu, Jingxuan Wen, Liping Jing, Jian Yu, Xiangliang Zhang, Min Zhang |
| 2019 | Machine Reading Comprehension: Matching and Orders. | Ao Liu, Lizhen Qu, Junyu Lu, Chenbin Zhang, Zenglin Xu |
| 2019 | MoBoost: A Self-improvement Framework for Linear-based Hashing. | Xingbo Liu, Xiushan Nie, Xiaoming Xi, Lei Zhu, Yilong Yin |
| 2019 | Sexual Harassment Story Classification and Key Information Identification. | Yingchi Liu, Quanzhi Li, Xiaozhong Liu, Qiong Zhang, Luo Si |
| 2019 | Generating Paraphrase with Topic as Prior Knowledge. | Yuanxin Liu, Zheng Lin, Fenglin Liu, Qinyun Dai, Weiping Wang |
| 2019 | Convolution-Consistent Collective Matrix Completion. | Xu Liu, Jingrui He, Sam Duddy, Liz O'Sullivan |
| 2019 | Generating Persuasive Visual Storylines for Promotional Videos. | Chang Liu, Yi Dong, Han Yu, Zhiqi Shen, Zhanning Gao, Pan Wang, Changgong Zhang, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao |
| 2019 | News Graph: An Enhanced Knowledge Graph for News Recommendation. | Danyang Liu, Ting Bai, Jianxun Lian, Xin Zhao, Guangzhong Sun, Ji-Rong Wen, Xing Xie |
| 2019 | SkyRec: Finding Pareto Optimal Groups. | Jinfei Liu, Li Xiong, Jian Pei, Jun Luo, Haoyu Zhang, Si Zhang |
| 2019 | Neural Review Summarization Leveraging User and Product Information. | Hui Liu, Xiaojun Wan |
| 2019 | Domain Knowledge Guided Deep Atrial Fibrillation Classification and Its Visual Interpretation. | Xiaoyu Li, Buyue Qian, Jishang Wei, Xianli Zhang, Sirui Chen, Qinghua Zheng |
| 2019 | Spam Review Detection with Graph Convolutional Networks. | Ao Li, Zhou Qin, Runshi Liu, Yiqun Yang, Dong Li |
| 2019 | Path Travel Time Estimation using Attribute-related Hybrid Trajectories Network. | Xi Lin, Yequan Wang, Xiaokui Xiao, Zengxiang Li, Sourav S. Bhowmick |
| 2019 | An Explainable Deep Fusion Network for Affect Recognition Using Physiological Signals. | Jionghao Lin, Shirui Pan, Cheng Siong Lee, Sharon L. Oviatt |
| 2019 | On Novel Object Recognition: A Unified Framework for Discriminability and Adaptability. | Kai Li, Martin Renqiang Min, Bing Bai, Yun Fu, Hans Peter Graf |
| 2019 | How to Find It Better?: Cross-Learning for WeChat Mini Programs. | He Li, Zhiqiang Liu, Sheng Xu, Zhiyuan Lin, Xiangqun Chen |
| 2019 | Multi-Interest Network with Dynamic Routing for Recommendation at Tmall. | Chao Li, Zhiyuan Liu, Mengmeng Wu, Yuchi Xu, Huan Zhao, Pipei Huang, Guoliang Kang, Qiwei Chen, Wei Li, Dik Lun Lee |
| 2019 | HAES: A New Hybrid Approach for Movie Recommendation with Elastic Serendipity. | Xueqi Li, Wenjun Jiang, Weiguang Chen, Jie Wu, Guojun Wang |
| 2019 | SpecAE: Spectral AutoEncoder for Anomaly Detection in Attributed Networks. | Yuening Li, Xiao Huang, Jundong Li, Mengnan Du, Na Zou |
| 2019 | Long-tail Hashtag Recommendation for Micro-videos with Graph Convolutional Network. | Mengmeng Li, Tian Gan, Meng Liu, Zhiyong Cheng, Jianhua Yin, Liqiang Nie |
| 2019 | Multi-scale Trajectory Clustering to Identify Corridors in Mobile Networks. | Li Li, Sarah M. Erfani, Chien Aun Chan, Christopher Leckie |
| 2019 | Fi-GNN: Modeling Feature Interactions via Graph Neural Networks for CTR Prediction. | Zekun Li, Zeyu Cui, Shu Wu, Xiaoyu Zhang, Liang Wang |