Workflow-R1: Group Sub-sequence Policy Optimization for Multi-turn Workflow Construction
Mingze Kong, Zikun Qu, Zhongquan Zhou, Pengyu Liang, Xiang Li, Zhiwei Shang, Zhi Hong, Kaiyu Huang, Zhiyong Wang, Zhongxiang Dai
Preprint in arXiv, 2026 Code
Publications
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T-POP: Test-Time Personalization with Online Preference Feedback
Zikun Qu, Min Zhang, Mingze Kong, Xiang Li, Zhiwei Shang, Zhiyong Wang, Yikun Ban, Shuang Qiu, Yao Shu, Zhongxiang Dai
Preprint in arXiv, 2025
Meta-Prompt Optimization for LLM-Based Sequential Decision Making
Mingze Kong, Zhiyong Wang, Yao Shu, Zhongxiang Dai
Published in Reasoning and Planning for LLMs Workshop @ ICLR 2025, 2025
Online Clustering of Dueling Bandits
Zhiyong Wang, Jiahang Sun, Mingze Kong, Jize Xie, Qinghua Hu, John C.S. Lui, Zhongxiang Dai
Published in ICML 2025, 2025