| 2018 | COTA: Improving the Speed and Accuracy of Customer Support through Ranking and Deep Networks. | Piero Molino, Huaixiu Zheng, Yi-Chia Wang |
| 2018 | Next-Step Suggestions for Modern Interactive Data Analysis Platforms. | Tova Milo, Amit Somech |
| 2018 | Modeling Task Relationships in Multi-task Learning with Multi-gate Mixture-of-Experts. | Jiaqi Ma, Zhe Zhao, Xinyang Yi, Jilin Chen, Lichan Hong, Ed H. Chi |
| 2018 | Discovering Non-Redundant K-means Clusterings in Optimal Subspaces. | Dominik Mautz, Wei Ye, Claudia Plant, Christian Bhm |
| 2018 | xStream: Outlier Detection in Feature-Evolving Data Streams. | Emaad A. Manzoor, Hemank Lamba, Leman Akoglu |
| 2018 | Extremely Fast Decision Tree. | Chaitanya Manapragada, Geoffrey I. Webb, Mahsa Salehi |
| 2018 | Causal Structure Learning from Multivariate Time Series in Settings with Unmeasured Confounding. | Daniel Malinsky, Peter Spirtes |
| 2018 | Risk Prediction on Electronic Health Records with Prior Medical Knowledge. | Fenglong Ma, Jing Gao, Qiuling Suo, Quanzeng You, Jing Zhou, Aidong Zhang |
| 2018 | Hierarchical Taxonomy Aware Network Embedding. | Jianxin Ma, Peng Cui, Xiao Wang, Wenwu Zhu |
| 2018 | TINET: Learning Invariant Networks via Knowledge Transfer. | Chen Luo, Zhengzhang Chen, Lu-An Tang, Anshumali Shrivastava, Zhichun Li, Haifeng Chen, Jieping Ye |
| 2018 | Sketched Follow-The-Regularized-Leader for Online Factorization Machine. | Luo Luo, Wenpeng Zhang, Zhihua Zhang, Wenwu Zhu, Tong Zhang, Jian Pei |
| 2018 | R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering. | Pan Lu, Lei Ji, Wei Zhang, Nan Duan, Ming Zhou, Jianyong Wang |
| 2018 | Dynamic Bike Reposition: A Spatio-Temporal Reinforcement Learning Approach. | Yexin Li, Yu Zheng, Qiang Yang |
| 2018 | Learning from History and Present: Next-item Recommendation via Discriminatively Exploiting User Behaviors. | Zhi Li, Hongke Zhao, Qi Liu, Zhenya Huang, Tao Mei, Enhong Chen |
| 2018 | A Data-Driven Three-Layer Algorithm for Split Delivery Vehicle Routing Problem with 3D Container Loading Constraint. | Xijun Li, Mingxuan Yuan, Di Chen, Jianguo Yao, Jia Zeng |
| 2018 | Learning Adversarial Networks for Semi-Supervised Text Classification via Policy Gradient. | Yan Li, Jieping Ye |
| 2018 | Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs. | Zemin Liu, Vincent W. Zheng, Zhou Zhao, Zhao Li, Hongxia Yang, Minghui Wu, Jing Ying |
| 2018 | STAMP: Short-Term Attention/Memory Priority Model for Session-based Recommendation. | Qiao Liu, Yifu Zeng, Refuoe Mokhosi, Haibin Zhang |
| 2018 | Efficient Similar Region Search with Deep Metric Learning. | Yiding Liu, Kaiqi Zhao, Gao Cong |
| 2018 | Adversarial Detection with Model Interpretation. | Ninghao Liu, Hongxia Yang, Xia Hu |
| 2018 | Context-aware Academic Collaborator Recommendation. | Zheng Liu, Xing Xie, Lei Chen |
| 2018 | Enhancing Predictive Modeling of Nested Spatial Data through Group-Level Feature Disaggregation. | Boyang Liu, Pang-Ning Tan, Jiayu Zhou |
| 2018 | Where Will Dockless Shared Bikes be Stacked?: - Parking Hotspots Detection in a New City. | Zhaoyang Liu, Yanyan Shen, Yanmin Zhu |
| 2018 | Active Opinion Maximization in Social Networks. | Xinyue Liu, Xiangnan Kong, Philip S. Yu |
| 2018 | Content to Node: Self-Translation Network Embedding. | Jie Liu, Zhicheng He, Lai Wei, Yalou Huang |