Constructing a Knowledge-Guided Mental Health Chatbot with LLMs. - Xi Fan; Lishan Yang 004; Xiangyu Wang 016; Derui Lyu; Huanhuan Chen 001 (ACML, 2024)

A Dual-module Framework for Counterfactual Estimation over Time. - Xin Wang 179; Shengfei Lyu; Lishan Yang 004; Yibing Zhan; Huanhuan Chen 001 (ICML, 2024)

Enhancing Counterfactual Estimation: A Focus on Temporal Treatments. - Xin Wang 179; Shengfei Lyu; Kangyang Luo; Lishan Yang 004; Huanhuan Chen 001; Chunyan Miao (IJCAI, 2025)

Causality-Guided Policy Optimization in Reinforcement Learning. - Lishan Yang 004; Qiuju Chen; Lihua Liu; Yibin Zhan (IJCNN, 2025)

Event extraction based on self-data augmentation with large language models. - Lishan Yang 004; Xi Fan; Xiangyu Wang 016; Xin Wang 179; Qiuju Chen (Memetic Comput., 2025)