Linjian Meng

According to our database, Linjian Meng authored at least 12 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2026

CoLVR: Enhancing Exploratory Latent Visual Reasoning via Contrastive Optimization.

Ziyang Ding, Linjian Meng, Yiming Wu, Yuhan Li, Yuhao Liu, Zhen Zhao

CoRR, May, 2026

Thinking-Based Non-Thinking: Solving the Reward Hacking Problem in Training Hybrid Reasoning Models via Reinforcement Learning.

Siyuan Gan, Jiaheng Liu, Boyan Wang, Tianpei Yang, Runqing Miao, Yuyao Zhang, Fanyu Meng, Junlan Feng, Linjian Meng, Jing Huo, Yang Gao

CoRR, January, 2026

Tree-Based Stochastic Optimization for Solving Large-Scale Urban Network Security Games.

Shuxin Zhuang, Linjian Meng, Shuxin Li, Minming Li, Youzhi Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Faster Game Solving via Asymmetry of Step Sizes.

Linjian Meng, Tianpei Yang, Youzhi Zhang, Zhenxing Ge, Yang Gao

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Asynchronous Predictive Counterfactual Regret Minimization⁺ Algorithm in Solving Extensive-Form Games.

Linjian Meng, Youzhi Zhang, Zhenxing Ge, Tianpei Yang, Yang Gao

CoRR, March, 2025

Efficient Last-Iterate Convergence in Solving Extensive-Form Games.

Linjian Meng, Tianpei Yang, Youzhi Zhang, Zhenxing Ge, Shangdong Yang, Tianyu Ding, Wenbin Li, Bo An, Yang Gao

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Reducing Variance of Stochastic Optimization for Approximating Nash Equilibria in Normal-Form Games.

Linjian Meng, Wubing Chen, Wenbin Li, Tianpei Yang, Youzhi Zhang, Yang Gao

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Model Alignment.

Mingzhi Wang, Chengdong Ma, Qizhi Chen, Linjian Meng, Yang Han, Jiancong Xiao, Zhaowei Zhang, Jing Huo, Weijie J. Su, Yaodong Yang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Magnetic Preference Optimization: Achieving Last-iterate Convergence for Language Models Alignment.

Mingzhi Wang, Chengdong Ma, Qizhi Chen, Linjian Meng, Yang Han, Jiancong Xiao, Zhaowei Zhang, Jing Huo, Weijie J. Su, Yaodong Yang

CoRR, 2024

Safe and Robust Subgame Exploitation in Imperfect Information Games.

Zhenxing Ge, Zheng Xu, Tianyu Ding, Linjian Meng, Bo An, Wenbin Li, Yang Gao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Efficient Last-iterate Convergence Algorithms in Solving Games.

Linjian Meng, Zhenxing Ge, Wenbin Li, Bo An, Yang Gao

CoRR, 2023

An Efficient Deep Reinforcement Learning Algorithm for Solving Imperfect Information Extensive-Form Games.

Linjian Meng, Zhenxing Ge, Pinzhuo Tian, Bo An, Yang Gao

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023