Towards Tool Use Alignment of Large Language Models. - Zhiyuan Chen; Shiqi Shen; Guangyao Shen; Gong Zhi; Xu Chen 017; Yankai Lin (EMNLP, 2024)

KAPA: A Deliberative Agent Framework with Tree-Structured Knowledge Base for Multi-Domain User Intent Understanding. - Jiakai Tang; Shiqi Shen; Zhipeng Wang; Gong Zhi; Xueyang Feng; Zexu Sun; Haoran Tan; Xu Chen 017 (ACL (Findings), 2025)

Super(ficial)-alignment: Strong Models May Deceive Weak Models in Weak-to-Strong Generalization. - Wenkai Yang; Shiqi Shen; Guangyao Shen; Wei Yao 017; Yong Liu 018; Gong Zhi; Yankai Lin; Ji-Rong Wen (ICLR, 2025)