Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning. - Miao Peng; Ben Liu; Wenjie Xu; Zihao Jiang 009; Jiahui Zhu; Min Peng 002 (NAACL-HLT (Findings), 2024)

Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework. - Zihao Jiang 009; Ben Liu; Miao Peng; Wenjie Xu; Yao Xiao; Zhenyan Shan; Min Peng 002 (ACL (Findings), 2025)

Learning from Reconstruction: A Two-Stage Global-to-Local Framework for Temporal Knowledge Graph Completion. - Wenjie Xu; Kai Liu; Zihao Jiang 009; Mengting Song; Boyi Zhang; Min Peng 002 (ICASSP, 2025)

Historical facts learning from Long-Short Terms with Language Model for Temporal Knowledge Graph Reasoning. - Wenjie Xu; Ben Liu; Miao Peng; Zihao Jiang 009; Xu Jia; Kai Liu; Lei Liu 072; Min Peng 002 (Inf. Process. Manag., 2025)