Chain-of-Knowledge: Integrating Knowledge Reasoning into Large Language Models by Learning from Knowledge Graphs. - Yifei Zhang; Xintao Wang 001; Jiaqing Liang; Sirui Xia; Lida Chen; Yanghua Xiao (CoRR, 2024)

Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models. - Chengyu Du; Jinyi Han; Yizhou Ying; Aili Chen; Qianyu He; Haokun Zhao; Haoran Guo; Sirui Xia; Jiaqing Liang; Zulong Chen; Liangyue Li; Yanghua Xiao (ICLR, 2025)

Ground Every Sentence: Improving Retrieval-Augmented LLMs with Interleaved Reference-Claim Generation. - Sirui Xia; Xintao Wang 001; Jiaqing Liang; Yifei Zhang; Weikang Zhou; Jiaji Deng; Fei Yu; Yanghua Xiao (NAACL (Findings), 2025)

Can LLMs Learn to Map the World from Local Descriptions? - Sirui Xia; Aili Chen; Xintao Wang 001; Tinghui Zhu; Yikai Zhang 004; Jiangjie Chen; Yanghua Xiao (CoRR, 2025)