MAIR Lab- Advised by Prof. Zhiyuan Ma at the School of Computer Science and Technology.
- Researching improved RL post-training technics and diffusion models.
- Co-authored I2E for agentic image editing and TMPO for novel diffusion RL.
Hiπ, I'm Chenyu Zhu, a 2027 fall undergraduate at Huazhong University of Science and Technology and currently a member of MAIR Lab. I build models and agentic tools that continually learn and recursively improve their own capabilities. My research spans foundation model post-training, diffusion models, and AI agents. You can find my work in publications, read my thoughts on the blog, find me on GitHub, or reach me by email.
Chenyu Zhu
Undergraduate Student Β· HUST
I explore continual learning and recursive self-improvement in foundation models and AI agents, spanning post-training, diffusion models, and adaptive agentic systems.
I am seeking research collaborations and internship opportunities in Agentic AI and Foundation model training. If you have a collaboration or internship opportunity, feel free to email me.
Chael-Chael on GitHubView profile
Experiences
Research Interests
01Continual Learning & RSI
Systems that learn from ongoing experience and recursively improve their own capabilities.
02Foundation Model Post-Training
Improving reasoning, alignment, and adaptability beyond pre-training.
03Diffusion Models & AI Agents
Combining generative models with agents that perceive, reason, and act.
Publications
2026.05TMPO: Trajectory Matching Policy Optimization for Diverse and Efficient Diffusion AlignmentJiaming Li*, Chenyu Zhu*, Nanxi Yi, Youjun Bao, Li Sun, Quanying Lv, Xiang Fang, Daizong Liu, Jianjun Li, Kun He, Bowen Zhou, Zhiyuan MaarXiv:2605.10983 / 2026
2026I2E: From Image Pixels to Actionable Interactive Environments for Text-Guided Image EditingJinghan Yu*, Junhao Xiao*, Chenyu Zhu, Jiaming Li, Jia Li, HanMing Deng, Xirui Wang, Guoli Jia, Jianjun Li, Zhiyuan Ma, Xiang Bai, Bowen ZhouACL 2026 mainarXiv:2601.03741 / 2026
