Yan, Lingyong

6 publications

NeurIPS 2025 Improving Retrieval-Augmented Generation Through Multi-Agent Reinforcement Learning Yiqun Chen, Lingyong Yan, Weiwei Sun, Xinyu Ma, Yi Zhang, Shuaiqiang Wang, Dawei Yin, Yiming Yang, Jiaxin Mao

NeurIPS 2025 Iterative Self-Incentivization Empowers Large Language Models as Agentic Searchers Zhengliang Shi, Lingyong Yan, Dawei Yin, Suzan Verberne, Maarten de Rijke, Zhaochun Ren

ICLR 2025 MACPO: Weak-to-Strong Alignment via Multi-Agent Contrastive Preference Optimization Yougang Lyu, Lingyong Yan, Zihan Wang, Dawei Yin, Pengjie Ren, Maarten de Rijke, Zhaochun Ren

ICLRW 2025 Mitigating Short Board Effect via Dynamic Reward Balancing in Multi-Reward LLM Optimization Nuo Chen, Yufei Gao, Yongnan Jin, Yan Hu, Anningzhe Gao, Lingyong Yan, Benyou Wang

NeurIPS 2023 Learning to Tokenize for Generative Retrieval Weiwei Sun, Lingyong Yan, Zheng Chen, Shuaiqiang Wang, Haichao Zhu, Pengjie Ren, Zhumin Chen, Dawei Yin, Maarten Rijke, Zhaochun Ren

AAAI 2020 End-to-End Bootstrapping Neural Network for Entity Set Expansion Lingyong Yan, Xianpei Han, Ben He, Le Sun