| 2025 | ACL | Event Pattern-Instance Graph: A Multi-Round Role Representation Learning Strategy for Document-Level Event Argument Extraction. | Qizhi Wan, Liu Tao, Changxuan Wan, Rong Hu, Keli Xiao, Yuxin Shuai |
| 2024 | AAAI | Dependency Structure-Enhanced Graph Attention Networks for Event Detection. | Qizhi Wan, Changxuan Wan, Keli Xiao, Kun Lu, Chenliang Li, Xiping Liu, Dexi Liu |
| 2023 | ACL | Joint Document-Level Event Extraction via Token-Token Bidirectional Event Completed Graph. | Qizhi Wan, Changxuan Wan, Keli Xiao, Dexi Liu, Chenliang Li, Bolong Zheng, Xiping Liu, Rong Hu |
| 2023 | ICDM | Preference-Constrained Career Path Optimization: An Exploration Space-Aware Stochastic Model. | Pengzhan Guo, Keli Xiao, Hengshu Zhu, Qingxin Meng |
| 2021 | WWW | Variable Interval Time Sequence Modeling for Career Trajectory Prediction: Deep Collaborative Perspective. | Chao Wang, Hengshu Zhu, Qiming Hao, Keli Xiao, Hui Xiong |
| 2020 | ICDM | Fast Sparse Connectivity Network Adaption via Meta-Learning. | Bo Jin, Ke Cheng, Yue Qu, Liang Zhang, Keli Xiao, Xinjiang Lu, Xiaopeng Wei |
| 2019 | ICDM | A Weighted Aggregating SGD for Scalable Parallelization in Deep Learning. | Pengzhan Guo, Zeyang Ye, Keli Xiao |
| 2019 | ICDM | A Parallel Simulated Annealing Enhancement of the Optimal-Matching Heuristic for Ridesharing. | Lihao Zhang, Zeyang Ye, Keli Xiao, Bo Jin |
| 2019 | KDD | A Hierarchical Career-Path-Aware Neural Network for Job Mobility Prediction. | Qingxin Meng, Hengshu Zhu, Keli Xiao, Le Zhang, Hui Xiong |
| 2019 | KDD | Enhancing Domain Word Embedding via Latent Semantic Imputation. | Shibo Yao, Dantong Yu, Keli Xiao |
| 2018 | ICDM | Intelligent Salary Benchmarking for Talent Recruitment: A Holistic Matrix Factorization Approach. | Qingxin Meng, Hengshu Zhu, Keli Xiao, Hui Xiong |
| 2018 | ICDM | A Unified Theory of the Mobile Sequential Recommendation Problem. | Zeyang Ye, Keli Xiao, Yuefan Deng |
| 2018 | ICDM | CADEN: A Context-Aware Deep Embedding Network for Financial Opinions Mining. | Liang Zhang, Keli Xiao, Hengshu Zhu, Chuanren Liu, Jingyuan Yang, Bo Jin |
| 2018 | KDD | Multi-User Mobile Sequential Recommendation: An Efficient Parallel Computing Paradigm. | Zeyang Ye, Lihao Zhang, Keli Xiao, Wenjun Zhou, Yong Ge, Yuefan Deng |
| 2015 | ICDM | Investigation of Simulated Annealing Cooling Schedule for Mobile Recommendations. | Zeyang Ye, Keli Xiao, Yuefan Deng |
| 2015 | ICDM | Modeling Social Attention for Stock Analysis: An Influence Propagation Perspective. | Li Zhang, Keli Xiao, Qi Liu, Yefan Tao, Yuefan Deng |
| 2014 | KDD | Proactive workflow modeling by stochastic processes with application to healthcare operation and management. | Chuanren Liu, Yong Ge, Hui Xiong, Keli Xiao, Wei Geng, Matt Perkins |
| 2011 | KSEM | Dynamic Rank Correlation Computing for Financial Risk Analysis. | Wenjun Zhou, Keli Xiao, Fei Song |
| 2010 | KDD | An energy-efficient mobile recommender system. | Yong Ge, Hui Xiong, Alexander Tuzhilin, Keli Xiao, Marco Gruteser, Michael J. Pazzani |