Mengzhang Cai

According to our database, Mengzhang Cai authored at least 6 papers between 2021 and 2025.

Collaborative distances:

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

2025

From Uniform to Heterogeneous: Tailoring Policy Optimization to Every Token's Nature.

Zheng Liu, Mengjie Liu, Siwei Wen, Mengzhang Cai, Bin Cui, Conghui He, Wentao Zhang

CoRR, September, 2025

Middo: Model-Informed Dynamic Data Optimization for Enhanced LLM Fine-Tuning via Closed-Loop Learning.

Zinan Tang, Xin Gao, Qizhi Pei, Zhuoshi Pan, Mengzhang Cai, Jiang Wu, Conghui He, Lijun Wu

CoRR, August, 2025

IDEAL: Data Equilibrium Adaptation for Multi-Capability Language Model Alignment.

Chenlin Ming, Chendi Qu, Mengzhang Cai, Qizhi Pei, Zhuoshi Pan, Yu Li, Xiaoming Duan, Lijun Wu, Conghui He

CoRR, May, 2025

MetaLadder: Ascending Mathematical Solution Quality via Analogical-Problem Reasoning Transfer.

Honglin Lin, Zhuoshi Pan, Yu Li, Qizhi Pei, Xin Gao, Mengzhang Cai, Conghui He, Lijun Wu

CoRR, March, 2025

2022

Inspector: Pixel-Based Automated Game Testing via Exploration, Detection, and Investigation.

Guoqing Liu, Mengzhang Cai, Li Zhao, Tao Qin, Adrian Brown, Jimmy Bischoff, Tie-Yan Liu

Proceedings of the IEEE Conference on Games, CoG 2022, Beijing, 2022

2021

Random Sampling Weights Allocation Update for Deep Reinforcement Learning.

Mengzhang Cai, Wengang Zhou, Qing Li, Houqiang Li

Proceedings of the Neural Information Processing - 28th International Conference, 2021