Sitemap
A list of all the posts and pages found on the site. For you robots out there, there is an XML version available for digesting as well.
Pages
Posts
Future Blog Post
Published:
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Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
portfolio
Portfolio item number 1
Short description of portfolio item number 1
Portfolio item number 2
Short description of portfolio item number 2
publications
ReCode: Unify Plan and Action for Universal Granularity Control
Published in arXiv preprint arXiv:2510.23564, 2025
A paradigm that unifies planning and action through recursive code generation, enabling LLM agents to dynamically control their decision granularity.
Recommended citation: Zhaoyang Yu, Jiayi Zhang, Huixue Su, Yufan Zhao, Yifan Wu, Mingyi Deng, Jinyu Xiang, Yizhang Lin, Lingxiao Tang, Yuyu Luo, Bang Liu, Chenglin Wu. (2025). "ReCode: Unify Plan and Action for Universal Granularity Control." arXiv:2510.23564.
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InteractComp: Evaluating Search Agents With Ambiguous Queries
Published in International Conference on Machine Learning (ICML), 2025
A benchmark for evaluating whether search agents can recognize query ambiguity and actively interact with users to resolve it during the search process. Accepted at ICML 2026.
Recommended citation: Mingyi Deng, Lijun Huang, Yani Fan, Jiayi Zhang, Fashen Ren, Jinyi Bai, Fuzhen Yang, Dayi Miao, Zhaoyang Yu, Yifan Wu, Yanfei Zhang, Fengwei Teng, Yingjia Wan, Song Hu, Yude Li, Xin Jin, Conghao Hu, Haoyu Li, Qirui Fu, Tai Zhong, Xinyu Wang, Xiangru Tang, Nan Tang, Chenglin Wu, Yuyu Luo. (2026). "InteractComp: Evaluating Search Agents With Ambiguous Queries." International Conference on Machine Learning (ICML).
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InfoPO: Information-Driven Policy Optimization for User-Centric Agents
Published in International Conference on Machine Learning (ICML), 2026
Frames multi-turn interaction as active uncertainty reduction, using information-gain rewards to credit turns whose feedback measurably shifts the agent’s action distribution. Accepted at ICML 2026.
Recommended citation: Fanqi Kong, Jiayi Zhang, Mingyi Deng, Chenglin Wu, Yuyu Luo, Bang Liu. (2026). "InfoPO: Information-Driven Policy Optimization for User-Centric Agents." International Conference on Machine Learning (ICML).
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talks
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown file that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching experience 1
Undergraduate course, University 1, Department, 2014
This is a description of a teaching experience. You can use markdown like any other post.
Teaching experience 2
Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.