Irregular Multivariate Time Series Forecasting: A Transformable Patching Graph Neural Networks Approach. - Weijia Zhang 003; Chenlong Yin; Hao Liu 026; Xiaofang Zhou 001; Hui Xiong 001 (ICML, 2024)

An MCTS-based Intersection Collaboration Method for Multi-AGV in Automated Container Terminals. - Xiaowei Wang 001; Shi Chen; Yang Li 093; Chenlong Yin; Liang Han; Kai Cao (INDIN, 2024)

Unleash The Power of Pre-Trained Language Models for Irregularly Sampled Time Series. - Weijia Zhang 003; Chenlong Yin; Hao Liu 026; Hui Xiong 001 (CoRR, 2024)

NetSafe: Exploring the Topological Safety of Multi-agent Networks. - Miao Yu; Shilong Wang 002; Guibin Zhang; Junyuan Mao; Chenlong Yin; Qijiong Liu; Qingsong Wen; Kun Wang 042; Yang Wang 015 (CoRR, 2024)

Advance-FL: A3C-Based Adaptive Asynchronous Online Federated Learning for Vehicular Edge Cloud Computing Networks. - Guifu Ma; Yougang Bian; Hongmao Qin; Chenlong Yin; Chaoyi Chen; Shengbo Eben Li; Keqiang Li (IEEE Trans. Intell. Veh., 2024)

NetSafe: Exploring the Topological Safety of Multi-agent System. - Miao Yu; Shilong Wang 002; Guibin Zhang; Junyuan Mao; Chenlong Yin; Qijiong Liu; Kun Wang 056; Qingsong Wen; Yang Wang 015 (ACL (Findings), 2025)

A Comprehensive Survey in LLM(-Agent) Full Stack Safety: Data, Training and Deployment. - Kun Wang 056; Guibin Zhang; Zhenhong Zhou; Jiahao Wu; Miao Yu; Shiqian Zhao; Chenlong Yin; Jinhu Fu; Yibo Yan; Hanjun Luo; Liang Lin; Zhihao Xu; et al. (CoRR, 2025)

HRL-Based Proactive Caching Scheme for Vehicle-Edge-Cloud Collaborative System Applications. - Xiaowei Wang 001; Wenjie Ouyang; Yang Li 093; Chenlong Yin; Mingyang Chen; Guifu Ma; Yingbai Hu (IEEE Internet Things J., 2025)