Hierarchical Catalogue Generation for Literature Review: A Benchmark. - Kun Zhu 025; Xiaocheng Feng; Xiachong Feng; Yingsheng Wu; Bing Qin 001 (EMNLP (Findings), 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)

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)

Discrete Modeling via Boundary Conditional Diffusion Processes. - Yuxuan Gu; Xiaocheng Feng; Lei Huang 021; Yingsheng Wu; Zekun Zhou; Weihong Zhong; Kun Zhu 025; Bing Qin 001 (NeurIPS, 2024)

Length Controlled Generation for Black-box LLMs. - Yuxuan Gu; Wenjie Wang; Xiaocheng Feng; Weihong Zhong; Kun Zhu 025; Lei Huang 021; Tat-Seng Chua; Bing Qin 001 (CoRR, 2024)

Length Controlled Generation for Black-box LLMs. - Yuxuan Gu; Wenjie Wang; Xiaocheng Feng; Weihong Zhong; Kun Zhu 025; Lei Huang 021; Ting Liu 001; Bing Qin 001; Tat-Seng Chua (ACL (1), 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)