Chain-of-Experts: When LLMs Meet Complex Operations Research Problems. - Ziyang Xiao; Dongxiang Zhang; Yangjun Wu; Lilin Xu; Yuan Jessica Wang; Xiongwei Han; Xiaojin Fu; Tao Zhong 004; Jia Zeng; Mingli Song; Gang Chen 001 (ICLR, 2024)

Enhancing LLM Reasoning via Vision-Augmented Prompting. - Ziyang Xiao; Dongxiang Zhang; Xiongwei Han; Xiaojin Fu; Wing Yin Yu; Tao Zhong 004; Sai Wu; Yuan Wang 003; Jianwei Yin; Gang Chen 001 (NeurIPS, 2024)

Machine Learning Insides OptVerse AI Solver: Design Principles and Applications. - Xijun Li; Fangzhou Zhu; Hui-Ling Zhen; Weilin Luo; Meng Lu; Yimin Huang; Zhenan Fan; Zirui Zhou; Yufei Kuang; Zhihai Wang; Zijie Geng; Yang Li 197; et al. (CoRR, 2024)

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving. - Teng Wang; Wing-Yin Yu; Zhenqi He; Zehua Liu; Xiongwei Han; Hailei Gong; Han Wu 004; Wei Shi; Ruifeng She; Fangzhou Zhu; Tao Zhong 004 (CoRR, 2024)

Fast and Interpretable Mixed-Integer Linear Program Solving by Learning Model Reduction. - Yixuan Li; Can Chen; Jiajun Li; Jiahui Duan; Xiongwei Han; Tao Zhong 004; Vincent Chau; Weiwei Wu 001; Wanyuan Wang (AAAI, 2025)

BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving. - Teng Wang; Wing Yin Yu; Zhenqi He; Zehua Liu; HaileiGong HaileiGong; Han Wu 004; Xiongwei Han; Wei Shi; Ruifeng She; Fangzhou Zhu; Tao Zhong 004 (ACL (1), 2025)

Decision Information Meets Large Language Models: The Future of Explainable Operations Research. - Yansen Zhang; Qingcan Kang; Wing Yin Yu; Hailei Gong; Xiaojin Fu; Xiongwei Han; Tao Zhong 004; Chen Ma 001 (ICLR, 2025)

LoRE-Merging: Exploring Low-Rank Estimation For Large Language Model Merging. - Zehua Liu; Han Wu 004; Yuxuan Yao; Ruifeng She; Xiongwei Han; Tao Zhong 004; Mingxuan Yuan (CoRR, 2025)

Automatic Operator-level Parallelism Planning for Distributed Deep Learning - A Mixed-Integer Programming Approach. - Ruifeng She; Bowen Pang; Kai Li; Zehua Liu; Tao Zhong 004 (CoRR, 2025)

Unlocking Efficient Long-to-Short LLM Reasoning with Model Merging. - Han Wu 004; Yuxuan Yao; Shuqi Liu 001; Zehua Liu; Xiaojin Fu; Xiongwei Han; Xing Li; Hui-Ling Zhen; Tao Zhong 004; Mingxuan Yuan (CoRR, 2025)

Beyond Standard MoE: Mixture of Latent Experts for Resource-Efficient Language Models. - Zehua Liu; Han Wu 004; Ruifeng She; Xiaojin Fu; Xiongwei Han; Tao Zhong 004; Mingxuan Yuan (CoRR, 2025)

Collab-Solver: Collaborative Solving Policy Learning for Mixed-Integer Linear Programming. - Siyuan Li 003; Yifan Yu; Yanchen Deng; Zhihao Zhang; Mengjing Chen; Fangzhou Zhu; Tao Zhong 004; Jianye Hao; Peng Liu 008; Bo An 001 (CoRR, 2025)

A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions. - Ziyang Xiao; Jingrong Xie; Lilin Xu; Shisi Guan; Jingyan Zhu; Xiongwei Han; Xiaojin Fu; WingYin Yu; Han Wu 004; Wei Shi; Qingcan Kang; Jiahui Duan; et al. (CoRR, 2025)