| 2018 | Adversarial Attacks on Neural Networks for Graph Data. | Daniel Zgner, Amir Akbarnejad, Stephan Gnnemann |
| 2018 | Learning Tree-based Deep Model for Recommender Systems. | Han Zhu, Xiang Li, Pengye Zhang, Guozheng Li, Jie He, Han Li, Kun Gai |
| 2018 | XiaoIce Band: A Melody and Arrangement Generation Framework for Pop Music. | Hongyuan Zhu, Qi Liu, Nicholas Jing Yuan, Chuan Qin, Jiawei Li, Kun Zhang, Guang Zhou, Furu Wei, Yuanchun Xu, Enhong Chen |
| 2018 | Deep Variational Network Embedding in Wasserstein Space. | Dingyuan Zhu, Peng Cui, Daixin Wang, Wenwu Zhu |
| 2018 | Deep Interest Network for Click-Through Rate Prediction. | Guorui Zhou, Xiaoqiang Zhu, Chengru Song, Ying Fan, Han Zhu, Xiao Ma, Yanghui Yan, Junqi Jin, Han Li, Kun Gai |
| 2018 | Discovering Latent Patterns of Urban Cultural Interactions in WeChat for Modern City Planning. | Xiao Zhou, Anastasios Noulas, Cecilia Mascolo, Zhongxiang Zhao |
| 2018 | Unlearn What You Have Learned: Adaptive Crowd Teaching with Exponentially Decayed Memory Learners. | Yao Zhou, Arun Reddy Nelakurthi, Jingrui He |
| 2018 | SPARC: Self-Paced Network Representation for Few-Shot Rare Category Characterization. | Dawei Zhou, Jingrui He, Hongxia Yang, Wei Fan |
| 2018 | OpenTag: Open Attribute Value Extraction from Product Profiles. | Guineng Zheng, Subhabrata Mukherjee, Xin Luna Dong, Feifei Li |
| 2018 | Automated Identification of Causal Moderators in Time-Series Data. | Min Zheng, Jan Claassen, Samantha Kleinberg |
| 2018 | Recommendations with Negative Feedback via Pairwise Deep Reinforcement Learning. | Xiangyu Zhao, Liang Zhang, Zhuoye Ding, Long Xia, Jiliang Tang, Dawei Yin |
| 2018 | REST: A Reference-based Framework for Spatio-temporal Trajectory Compression. | Yan Zhao, Shuo Shang, Yu Wang, Bolong Zheng, Quoc Viet Hung Nguyen, Kai Zheng |
| 2018 | Notification Volume Control and Optimization System at Pinterest. | Bo Zhao, Koichiro Narita, Burkay Orten, John Egan |
| 2018 | Learning and Transferring IDs Representation in E-commerce. | Kui Zhao, Yuechuan Li, Zhaoqian Shuai, Cheng Yang |
| 2018 | Prediction-time Efficient Classification Using Feature Computational Dependencies. | Liang Zhao, Amir Alipour-Fanid, Martin Slawski, Kai Zeng |
| 2018 | Name Disambiguation in AMiner: Clustering, Maintenance, and Human in the Loop. | Yutao Zhang, Fanjin Zhang, Peiran Yao, Jie Tang |
| 2018 | Simultaneous Urban Region Function Discovery and Popularity Estimation via an Infinite Urbanization Process Model. | Bang Zhang, Lelin Zhang, Ting Guo, Yang Wang, Fang Chen |
| 2018 | Online Adaptive Asymmetric Active Learning for Budgeted Imbalanced Data. | Yifan Zhang, Peilin Zhao, Jiezhang Cao, Wenye Ma, Junzhou Huang, Qingyao Wu, Mingkui Tan |
| 2018 | Discrete Ranking-based Matrix Factorization with Self-Paced Learning. | Yan Zhang, Haoyu Wang, Defu Lian, Ivor W. Tsang, Hongzhi Yin, Guowu Yang |
| 2018 | StockAssIstant: A Stock AI Assistant for Reliability Modeling of Stock Comments. | Chen Zhang, Yijun Wang, Can Chen, Changying Du, Hongzhi Yin, Hao Wang |
| 2018 | Multi-Label Inference for Crowdsourcing. | Jing Zhang, Xindong Wu |
| 2018 | TaxoGen: Unsupervised Topic Taxonomy Construction by Adaptive Term Embedding and Clustering. | Chao Zhang, Fangbo Tao, Xiusi Chen, Jiaming Shen, Meng Jiang, Brian M. Sadler, Michelle Vanni, Jiawei Han |
| 2018 | Visual Search at Alibaba. | Yanhao Zhang, Pan Pan, Yun Zheng, Kang Zhao, Yingya Zhang, Xiaofeng Ren, Rong Jin |
| 2018 | TextTruth: An Unsupervised Approach to Discover Trustworthy Information from Multi-Sourced Text Data. | Hengtong Zhang, Yaliang Li, Fenglong Ma, Jing Gao, Lu Su |
| 2018 | On the Generative Discovery of Structured Medical Knowledge. | Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu |