- I was an AI Researcher at the Apsara Lab (formerly City Brain Lab, DAMO Academy), Alibaba Cloud, Alibaba Group. Before joining Alibaba, I received my Ph.D. from Zhejiang University, under the supervision of Prof. Deng Cai and Prof. Xiaofei He.
- My research interests mainly lie in Reinforcement Learning, Large Language Models, and In-Context Learning. Here is my DBLP page.
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About Me
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News
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New publication in NeurIPS'25.
Our paper “TokenSqueeze: Performance-Preserving Compression for Reasoning LLMs” got accepted by NeurIPS 25. See you all in San Diego.
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New publication in IEEE T-ITS.
Our paper “Cooperative Driving at Multiple Unsignalized Intersections in Fully Autonomous Driving Scenarios” got accepted by IEEE T-ITS 25.
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New publication in IEEE Transactions on Knowledge and Data Engineering.
Our paper “Urban Traffic Light Control via Active Multi-agent Communication and Supply-Demand Modeling” got accepted by IEEE Transactions on Knowledge and Data Engineering.
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Blogs
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My Works
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Progressive Transfer Learning
Zhengxu Yu, Zhongming Jin, Long Wei, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
IEEE Trans. Image Processing (TIP), vol. 31, pp. 1340-1348, 2022
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Urban Traffic Light Control via Active Multi-agent Communication and Supply-Demand Modeling
Xing Guo*, Zhengxu Yu, Pengfei Wang, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-shen Hua (* Co-first author)
IEEE Transactions on Knowledge and Data Engineering
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MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification
Zhengxu Yu, Shuxian Liang, Long Wei, Zhongming Jin, Jianqiang Huang, Deng Cai, Xiaofei He, Xian-Sheng Hua
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI-PRICAI'2020)