Reinforcement Learning Based Monte Carlo Tree Search for Temporal Path Discovery. - Pengfei Ding 001; Guanfeng Liu 001; Pengpeng Zhao 001; An Liu 002; Zhixu Li; Kai Zheng 001 (ICDM, 2019)

Cross-heterogeneity Graph Few-shot Learning. - Pengfei Ding 001; Yan Wang 002; Guanfeng Liu 001 (CIKM, 2023)

A-MCTS: Adaptive Monte Carlo Tree Search for Temporal Path Discovery. - Pengfei Ding 001; Guanfeng Liu 001; Yan Wang 002; Kai Zheng 001; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2023)

Few-Shot Semantic Relation Prediction Across Heterogeneous Graphs. - Pengfei Ding 001; Yan Wang 002; Guanfeng Liu 001; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2023)

Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs. - Pengfei Ding 001; Yan Wang 002; Guanfeng Liu 001; Nan Wang 009 (CoRR, 2024)

Few-shot Learning on Heterogeneous Graphs: Challenges, Progress, and Prospects. - Pengfei Ding 001; Yan Wang 002; Guanfeng Liu 001 (CoRR, 2024)

Few-Shot Causal Representation Learning for Out-of-Distribution Generalization on Heterogeneous Graphs. - Pengfei Ding 001; Yan Wang 002; Guanfeng Liu 001; Nan Wang 009; Xiaofang Zhou 001 (IEEE Trans. Knowl. Data Eng., 2025)

Causal-Invariant Cross-Domain Out-of-Distribution Recommendation. - Jiajie Zhu 001; Yan Wang 002; Feng Zhu 011; Pengfei Ding 001; Hongyang Liu; Zhu Sun 001 (CoRR, 2025)