About Me

✨ Biography 📄 CV

I am a Ph.D. student at Shanghai Jiao Tong University and Shanghai AI Lab. My advisor is Prof. Yali Wang. I received my B.S. degree in Computer Science and Technology from China University of Mining and Technology (Beijing) in 2024.

Currently, I am a Research Intern at Alibaba (Taotian). I have also spent wonderful time as a research intern at Huawei Noah's Ark Lab, Shanghai AI Lab, SIAT, and Samsung.

My research interests include:

🔗 Unified Multimodal Understanding & Generation 🌐 Omni-modal Representation Learning 🎬 Video Understanding & Generation 🤖 Multimodal Agents

🔥 I'm actively pursuing intern opportunities in Multimodal Understanding and Generation. Feel free to reach out for potential collaborations.

📑 Publications

* indicates equal contribution

UniFlow: A Unified Pixel Flow Tokenizer for Visual Understanding and Generation

Zhengrong Yue, Haiyu Zhang, Xiangyu Zeng, Boyu Chen, Chenting Wang, Shaobin Zhuang, Lu Dong, Kunpeng Du, Yi Wang, Limin Wang, Yali Wang

Arxiv 2025 New

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Beyond Textual CoT: Interleaved Text-Image Chains with Deep Confidence Reasoning for Image Editing

Zhentao Zou*, Zhengrong Yue*, Kunpeng Du, Binlei Bao, Hanting Li, Haizhen Xie, Guozheng Xu, Yue Zhou, Yali Wang, Jie Hu, Xue Jiang, Xinghao Chen

Arxiv 2025 New

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VideoChat-M1: Collaborative Policy Planning for Video Understanding via Multi-Agent Reinforcement Learning

Boyu Chen*, Zikang Wang*, Zhengrong Yue*, Kainan Yan*, Chenyun Yu, Yi Huang, Zijun Liu, Yafei Wen, Xiaoxin Chen, Yang Liu, Peng Li, Yali Wang

Arxiv 2025

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VideoChat-A1: Thinking with Long Videos by Chain-of-Shot Reasoning

Zikang Wang*, Boyu Chen*, Zhengrong Yue*, Yi Wang, Yu Qiao, Limin Wang, Yali Wang

AAAI 2026 Oral

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G-UBS: Towards Robust Understanding of Implicit Feedback via Group-Aware User Behavior Simulation

Boyu Chen*, Siran Chen*, Zhengrong Yue*, Kainan Yan, Chenyun Yu, Beibei Kong, Cheng Lei, Chengxiang Zhuo, Zang Li, Yali Wang

AAAI 2026

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VTTS: Visual Test-Time Scaling to Reinforce Multimodal Reasoning by Iterative Perception

Ziang Yan*, Yinan He*, Xinhao Li*, Zhengrong Yue*, Xiangyu Zeng, Yali Wang, Yu Qiao, Limin Wang, Yi Wang

NeurIPS 2025

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LVAgent: Dynamic Round-by-round MLLM Agent Collaboration for Long Video Understanding

Boyu Chen*, Zhengrong Yue*, Siran Chen*, Zikang Wang, Yang Liu, Peng Li, Yali Wang

ICCV 2025

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V-Stylist: Video Stylization via Collaboration and Reflection of MLLM Agents

Zhengrong Yue, Shaobin Zhuang, Kunchang Li, Yanbo Ding, Yali Wang

CVPR 2025

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TimeSuite: Improving MLLMs for Long Video Understanding via Grounded Tuning

Xiangyu Zeng, Kunchang Li, Chenting Wang, Xinhao Li, Tianxiang Jiang, Ziang Yan, Songze Li, Yansong Shi, Zhengrong Yue, Yi Wang, Yali Wang, Yu Qiao, Limin Wang

ICLR 2025

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