FPrompt-PLM: Flexible-Prompt on Pretrained Language Model for Continual Few-Shot Relation Extraction. - Lingling Zhang 005; Yifei Li 006; Qianying Wang; Yun Wang; Hang Yan 010; Jiaxin Wang 002; Jun Liu 002 (IEEE Trans. Knowl. Data Eng., 2024)

φ-Decoding: Adaptive Foresight Sampling for Balanced Inference-Time Exploration and Exploitation. - Fangzhi Xu; Hang Yan 010; Chang Ma; Haiteng Zhao; Jun Liu 002; Qika Lin; Zhiyong Wu 003 (ACL (1), 2025)

Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning. - Fangzhi Xu; Hang Yan 010; Chang Ma; Haiteng Zhao; Qiushi Sun; Kanzhi Cheng; Junxian He; Jun Liu 002; Zhiyong Wu 003 (ACL (1), 2025)

MUR: Momentum Uncertainty guided Reasoning for Large Language Models. - Hang Yan 010; Fangzhi Xu; Rongman Xu; Yifei Li 006; Jian Zhang 087; Haoran Luo 001; Xiaobao Wu; Luu Anh Tuan; Haiteng Zhao; Qika Lin; Jun Liu 002 (CoRR, 2025)

SAGE: Scale-Aware Gradual Evolution for Continual Knowledge Graph Embedding. - Yifei Li 006; Lingling Zhang 005; Hang Yan 010; Tianzhe Zhao; Zihan Ma; Muye Huang; Jun Liu 002 (CoRR, 2025)