Yanhao Wu (伍彦豪)

I am a Ph.D. candidate in Computer Science at Xi'an Jiaotong University, supervised by Prof. Ke Wei and Dr. Zhang Tong, with an expected graduation date of December 2026.

My research focuses on autonomous driving. I developed UMGen, a generative framework for closed-loop driving simulation, and more recently AlignDrive, which achieves demonstrates strong generalization on Bench2Drive and Fail2Drive.

I also have two years of industry research experience at a leading autonomous driving company, working on large-scale learning-based autonomous driving systems.

🔥 I will be attending CVPR 2026 and am actively seeking postdoctoral and research scientist opportunities. If you are interested in my research or would like to discuss potential collaborations and positions, please feel free to contact me.

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Research

My current research interests mainly lie in the field of autonomous driving and self-supervised learning

AlignDrive: Aligned Lateral-Longitudinal Planning for End-to-End Autonomous Driving
Yanhao Wu , Haoyang Zhang, Fei He, Rui Wu, Congpei Qiu,
Liang Gao, Wei Ke, Tong Zhang,
UnderReview, 2025
Paper / Project Page / Code

Generating Multimodal Driving Scenes via Next-Scene Prediction
Yanhao Wu , Haoyang Zhang, Tianwei Lin, Lichao Huang, Shujie Luo,
Rui Wu, Congpei Qiu, Wei Ke, Tong Zhang,
CVPR, 2025
Paper / Project Page / Code

Refining CLIP's Spatial Awareness: A Visual-Centric Perspective
Congpei Qiu, Yanhao Wu , Wei Ke, Xiuxiu Bai, Tong Zhang,
ICLR, 2025
Paper /

Mitigating Object Dependencies: Improving Point Cloud Self-Supervised Learning through Object Exchange
Yanhao Wu , Tong Zhang, Congpei Qiu, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann
CVPR, 2024
Paper / Project Page / Code

Mind Your Augmentation: The Key to Decoupling Dense Self-Supervised Learning
Congpei Qiu, Tong Zhang, Yanhao Wu , Wei Ke, Mathieu Salzmann, Sabine Süsstrunk
ICLR, 2024
Paper /

Spatiotemporal Self-supervised Learning for Point Clouds in the Wild
Yanhao Wu , Tong Zhang, Wei Ke, Sabine Süsstrunk, Mathieu Salzmann
CVPR, 2023
Paper / Project Page / Code

Educational / Work experience
Horizon Robotics, China
2024.04 - Present

Intern in Perception R&D Department
Xi'an Jiaotong University, China
2021.09 - Present

Ph.D. candidate in Computer Science
SiChuan University, China
2017.09 - 2021.07

B.S. in Automation, Rank 1/102

thanks for the awesome template