👋 About me

I am currently working toward a M.S. degree supervised by Prof. Penglin Dai in Artificial Intelligence at Southwest Jiaotong University. I also received a B.S. degree supervised by Prof. Jianwu Fang in Big Data Management and Application from Chang’an University in 2024.

I believe that fully autonomous driving will eventually become a reality, which deeply inspires my research interests. My primary research focuses include autonomous driving, cooperative perception, and V2X communication.

🔥 News

• 2025.09:  🎉🎉 1 paper is accepted at NeurIPS 2025!
• 2024.02:  🎉🎉 1 paper is accepted at CVPR 2024.

📝 Publications

M.S.

NeurIPS 2025

Pragmatic Heterogeneous Collaborative Perception via Generative Communication Mechanism

[NeruIPS 2025]

Junfei Zhou, Penglin Dai, Quanmin Wei, Bingyi Liu, Xiao Wu, Jianping Wang

Code|Homepage|Paper

B.S.

CVPR 2024

Abductive Ego-View Accident Video Understanding for Safe Driving Perception

[CVPR 2024 Highlight(2.8% of 11532 submissions)]

Jianwu Fang*, Lei-lei Li*, Junfei Zhou*, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua (*Equal contribution)

Code|Homepage|Paper

🎖 Honors and Awards

• 2025.10 Excellent Graduate Student. (2/241, Top 0.8%)
• 2025.10 The National Scholarship.
• 2023.06 The 13th National Student Market Research and Analysis Competition，National third prize.
• 2023.05 The Mathematical Contest in Modeling，Finalist.
• 2023.03 The 18th National Student Transportation Science and Technology Competition, Provincial third prize.

👨🏻‍💻 Work Experience

• 2025.11 - Present, Research Intern at Li Auto

📖 Educations

• 2024.09 - 2027.06 (now), M.S. Southwest Jiaotong university, Artifical Intelligence
• 2020.09 - 2024.06, B.S. Chang’an University, Big Data management and applications

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