Dormitory allocation method oriented to heuristic particle swarm genetic algorithm. - Muzhen Cai (ICAIIS, 2021)

Make Your Decision Convincing! A Unified Two-Stage Framework: Self-Attribution and Decision-Making. - Yanrui Du; Sendong Zhao; Haochun Wang; Yuhan Chen 002; Rui Bai; Zewen Qiang; Muzhen Cai; Bing Qin 001 (EMNLP (Findings), 2023)

Knowledge-tuning Large Language Models with Structured Medical Knowledge Bases for Reliable Response Generation in Chinese. - Haochun Wang; Sendong Zhao; Zewen Qiang; Zijian Li 020; Nuwa Xi; Yanrui Du; Muzhen Cai; Haoqiang Guo; Yuhan Chen 002; Haoming Xu; Bing Qin 001; Ting Liu 001 (CoRR, 2023)

The CALLA Dataset: Probing LLMs' Interactive Knowledge Acquisition from Chinese Medical Literature. - Yanrui Du; Sendong Zhao; Muzhen Cai; Jianyu Chen; Haochun Wang; Yuhan Chen 002; Haoqiang Guo; Bing Qin 001 (CoRR, 2023)

Manifold-Based Verbalizer Space Re-embedding for Tuning-Free Prompt-Based Classification. - Haochun Wang; Sendong Zhao; Chi Liu; Nuwa Xi; Muzhen Cai; Bing Qin 001; Ting Liu 001 (AAAI, 2024)

Probing the Dual Logic Ability of Privatized Medical-Domain LLMs. - Yanrui Du; Sendong Zhao; Muzhen Cai; Ming Ma; Danyang Zhao; Jiawei Cao; Bing Qin 001 (BIBM, 2024)

MolFusion: Multimodal Fusion Learning for Molecular Representations via Multi-granularity Views. - Muzhen Cai; Sendong Zhao; Haochun Wang; Yanrui Du; Zewen Qiang; Bing Qin 001; Ting Liu 001 (CoRR, 2024)

CookBench: A Long-Horizon Embodied Planning Benchmark for Complex Cooking Scenarios. - Muzhen Cai; Xiubo Chen; Yining An; Jiaxin Zhang; Xuesong Wang; Wang Xu; Weinan Zhang 003; Ting Liu 001 (CoRR, 2025)