Multi-scale Label Attention Network based on Abductive Causal Graph for Disease Diagnosis. - Haotian Wang 007; Yi Guan; Linjiang Ma; Xin Li 012; Jing Xie 012; Jingchi Jiang (BIBM, 2022)

Efficient Evidence-Based Dialogue System for Medical Diagnosis. - Lian Yan; Yi Guan; Haotian Wang 007; Yi Lin; Jingchi Jiang (BIBM, 2023)

A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future. - Zheng Chu; Jingchang Chen; Qianglong Chen; Weijiang Yu; Tao He; Haotian Wang 007; Weihua Peng; Ming Liu 004; Bing Qin 001; Ting Liu 001 (CoRR, 2023)

Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications. - Zhangyin Feng; Weitao Ma; Weijiang Yu; Lei Huang 021; Haotian Wang 007; Qianglong Chen; Weihua Peng; Xiaocheng Feng; Bing Qin 001; Ting Liu 001 (CoRR, 2023)

Apollo's Oracle: Retrieval-Augmented Reasoning in Multi-Agent Debates. - Haotian Wang 007; Xiyuan Du; Weijiang Yu; Qianglong Chen; Kun Zhu 025; Zheng Chu; Lian Yan; Yi Guan (CoRR, 2023)

LHP: Logical hypergraph link prediction. - Yang Yang; Xue Li; Yi Guan; Haotian Wang 007; Chaoran Kong; Jingchi Jiang (Expert Syst. Appl., 2023)

An Information Bottleneck Perspective for Effective Noise Filtering on Retrieval-Augmented Generation. - Kun Zhu 025; Xiaocheng Feng; Xiyuan Du; Yuxuan Gu; Weijiang Yu; Haotian Wang 007; Qianglong Chen; Zheng Chu; Jingchang Chen; Bing Qin 001 (ACL (1), 2024)

BeamAggR: Beam Aggregation Reasoning over Multi-source Knowledge for Multi-hop Question Answering. - Zheng Chu; Jingchang Chen; Qianglong Chen; Haotian Wang 007; Kun Zhu 025; Xiyuan Du; Weijiang Yu; Ming Liu 004; Bing Qin 001 (ACL (1), 2024)

TimeBench: A Comprehensive Evaluation of Temporal Reasoning Abilities in Large Language Models. - Zheng Chu; Jingchang Chen; Qianglong Chen; Weijiang Yu; Haotian Wang 007; Ming Liu 004; Bing Qin 001 (ACL (1), 2024)

Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future. - Zheng Chu; Jingchang Chen; Qianglong Chen; Weijiang Yu; Tao He; Haotian Wang 007; Weihua Peng; Ming Liu 004; Bing Qin 001; Ting Liu 001 (ACL (1), 2024)

EIRAD: An Evidence-Based Dialogue System With Highly Interpretable Reasoning Path for Automatic Diagnosis. - Lian Yan; Yi Guan; Haotian Wang 007; Yi Lin; Yang Yang; Boran Wang; Jingchi Jiang (IEEE J. Biomed. Health Informatics, 2024)

Multi-modal multi-agent debate-based dialectical knowledge transfer learning. - Haotian Wang 007; Weijiang Yu; Xiyuan Du; Qianglong Chen; Zheng Chu; Lian Yan; Jingchi Jiang; Yi Guan (Appl. Soft Comput., 2025)

Learning to break: Knowledge-enhanced reasoning in multi-agent debate system. - Haotian Wang 007; Xiyuan Du; Weijiang Yu; Qianglong Chen; Kun Zhu 025; Zheng Chu; Lian Yan; Yi Guan (Neurocomputing, 2025)

Quality-Controllable automatic construction method of Chinese knowledge graph for medical decision-making applications. - Xue Li; Ye Yuan; Yang Yang; Yi Guan; Haotian Wang 007; Jingchi Jiang; Huaizhang Shi; Xiguang Liu (Inf. Process. Manag., 2025)

Knowledge assimilation: Implementing knowledge-guided agricultural large language model. - Jingchi Jiang; Lian Yan; Haifeng Liu; Zhenbo Xia; Haotian Wang 007; Yang Yang; Yi Guan (Knowl. Based Syst., 2025)

A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions. - Lei Huang 021; Weijiang Yu; Weitao Ma; Weihong Zhong; Zhangyin Feng; Haotian Wang 007; Qianglong Chen; Weihua Peng; Xiaocheng Feng; Bing Qin 001; Ting Liu 001 (ACM Trans. Inf. Syst., 2025)