Zhe Feng

I'm currently a graduate student at National Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA). I am interested in Deep Learning, with a special focus on Computer Vision and Autonomouc Driving. My latest works focus on Efficient Transformer Theory and Vision-based 3D representation learning.

Email  /  GitHub  /  Blog  /  Google Scholar

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Research

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GeoROS++: A Georeferenced Real-Time Stitching Method for Sparse Aerial Orthophotos


Jiaming Gu*, Zhe Feng*, Weiliang Meng, Guangze Gao, Jianwei Guo, Jiguang Zhang, Xiaopeng Zhang
ACM SIGGRAPH Asia Conference, 2025

*Equal contribution.

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AccidentX: A Large-Scale Multimodal BEV Dataset for Traffic Accident Analysis and Prevention


Muyang Zhang, Zhe Feng, JinMing Yang, Mingda Jia, Weiliang Meng, Wenxuan Wu, Jiguang Zhang, Xiaopeng Zhang
IROS, 2025 (Oral Presentation)




Projects

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Radar-Camera Fusion Object Detection System

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Let's build a neural network from scratch together.

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A White Paper on Neural Network Deployment

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Build CUDA Neural Network From Scratch

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TorchStat2: PyTorch Model Analyzer




Open Source Contributions

I actively contribute to open source projects in deep learning, CUDA programming, and model deployment communities.

CUDA-Learn-Notes

  ⭐ 9.2k  🍴 904

Efficient-AI-Backbones

  ⭐ 4.4k  🍴 735

tensorrt_starter

  ⭐ 303  🍴 77

tensorrtx

  ⭐ 7.6k  🍴 1.9k

nsight-python

  ⭐ 87  🍴 7



Internships

2025.11 - present, Didi Chuxing Co.Ltd, Beijing, China. Research Intern

2025.02 - 2025.11, Hirain Academia Sinica, Beijing, China. Engineering Intern

2024.09 - 2025.01, Tsinghua Lion Team, Tsinghua University. Research Intern