BeiDou Short-Message Satellite Resource Allocation Algorithm Based on Deep Reinforcement Learning. - Kaiwen Xia; Jing Feng 002; Chao Yan; Chaofan Duan (Entropy, 2021)

A Predict-Then-Optimize Couriers Allocation Framework for Emergency Last-mile Logistics. - Kaiwen Xia; Li Lin 011; Shuai Wang 008; Haotian Wang 008; Desheng Zhang; Tian He 001 (KDD, 2023)

Hierarchical Information Propagation and Aggregation in Disentangled Graph Networks for Audience Expansion. - Li Lin 011; Xinyao Chen; Kaiwen Xia; Shuai Wang 008; Desheng Zhang; Tian He 001 (CIKM, 2024)

Hierarchical Spatio-Temporal Graph Learning Based on Metapath Aggregation for Emergency Supply Forecasting. - Li Lin 011; Kaiwen Xia; Anqi Zheng; Shijie Hu; Shuai Wang 008 (CIKM, 2024)

An Bi-Directional Sequence Inference Framework for Multi-Agent Reinforcement Learning. - Wujun Xu; Kaiwen Xia; Shuai Wang 008; Xiaolei Zhou 001; Tian He 001; Li Lin 011 (MSN, 2024)

Information Cascade Prediction under Public Emergencies: A Survey. - Qi Zhang; Guang Wang 001; Li Lin 011; Kaiwen Xia; Shuai Wang 008 (CoRR, 2024)

Perseus: Leveraging Common Data Patterns with Curriculum Learning for More Robust Graph Neural Networks. - Kaiwen Xia; Huijun Wu 001; Duanyu Li; Min Xie; Ruibo Wang; Wenzhe Zhang (CoRR, 2024)

ProST: Prompt Future Snapshot on Dynamic Graphs for Spatio-Temporal Prediction. - Kaiwen Xia; Li Lin 011; Shuai Wang; Qi Zhang; Shuai Wang; Tian He 001 (KDD (1), 2025)