Knowledge Starts with Practice: Knowledge-Aware Exercise Generative Recommendation with Adaptive Multi-Agent Cooperation. - Yangtao Zhou; Hua Chu; Yongxiang Chen; Ziwen Wang; Jiacheng Liu; Jianan Li; Yueying Feng; Xiangming Li; Zihan Han; Qingshan Li (NeurIPS, 2025)

Knowledge-Guided Large Language Model for Automatic Pediatric Dental Record Understanding and Safe Antibiotic Recommendation. - Zihan Han; Junyan Ge; Caifeng Li (CoRR, 2025)

A Distributed Hierarchical Spatio-Temporal Edge-Enhanced Graph Neural Network for City-Scale Dynamic Logistics Routing. - Zihan Han; Lingran Meng; Jingwei Zhang (CoRR, 2025)