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HTTP/2 200 server: GitHub.com content-type: text/html; charset=utf-8 last-modified: Sat, 10 May 2025 04:00:43 GMT access-control-allow-origin: * strict-transport-security: max-age=31556952 etag: W/"681ecf6b-5fc8" expires: Sun, 28 Dec 2025 23:25:54 GMT cache-control: max-age=600 content-encoding: gzip x-proxy-cache: MISS x-github-request-id: F692:2118F1:7FE8E0:8FC37F:6951BA2A accept-ranges: bytes age: 0 date: Sun, 28 Dec 2025 23:15:54 GMT via: 1.1 varnish x-served-by: cache-bom-vanm7210028-BOM x-cache: MISS x-cache-hits: 0 x-timer: S1766963754.140711,VS0,VE212 vary: Accept-Encoding x-fastly-request-id: e29125ebec1d746cd3f1f6140b6a47bfb5846423 content-length: 5419 Xin Huang 黄鑫

Xin Huang 黄鑫

Northwestern Polytechnical University

xinhuang mail.nwpu.edu.cn

Biography

I am currently a final year Ph.D. student in the School of Computer Science of Northwestern Polytechnical University (NPU), supervised by Prof. Qing Wang. My research interests lie in 3D vision and computational photography, with a particular focus on Neural Radiance Fields (NeRF), Neural Camera Models, and 3D AI-Generated Content (AIGC). From 2021 to 2023, I worked as a research intern at the Visual Computing Center, Tencent AI Lab, under the mentorship of Qi Zhang. I also interned with the 3D Vision and Computational Photography Group at Tsinghua University, guided by Prof. Yebin Liu. I was a research intern at Shanghai AI Lab, collaborating with Tengfei Wang and Ziwei Liu. I obtained my Bachelor's degree from the School of Computer Science, NPU, in 2020.

News

[2025/03/17] Material Anything got accepted by CVPR 2025 (Highlight)! 🎉
[2024/08/23] LTM-NeRF got accepted by IEEE TPAMI! 🎉
[2024/02/27] HumanNorm got accepted by CVPR 2024! 🎉
[2023/12/26] The code of HumanNorm has been released.
[2023/02/28] Two first-author papers LIRF and NeuCam got accepted by CVPR 2023! 🎉🎉
[2022/06/08] The code of HDR-NeRF has been released.
[2022/03/03] One first-author paper HDR-NeRF got accepted by CVPR 2022! 🎉
[2021/08/14] I started an internship at Tencent AI Lab.

Publications

	Material Anything: Generating Materials for Any 3D Object via Diffusion Xin Huang, Tengfei Wang, Ziwei Liu, Qing Wang Computer Vision and Pattern Recognition 2025 (CVPR 2025 (Highlight)) Home Paper Code
	LTM-NeRF: Embedding 3D Local Tone Mapping in HDR Neural Radiance Field Xin Huang, Qi Zhang, Ying Feng, Hongdong Li, Qing Wang IEEE Transactions on Pattern Analysis and Machine Intelligence (IEEE TPAMI 2024) Home Paper
	HumanNorm: Learning Normal Diffusion Model for High-quality and Realistic 3D Human Generation Xin Huang^, Ruizhi Shao^, Qi Zhang, Hongwen Zhang, Ying Feng, Yebin Liu, Qing Wang Computer Vision and Pattern Recognition 2024 (CVPR 2024) Home Code arXiv Video
	Inverting the Imaging Process by Learning an Implicit Camera Model Xin Huang, Qi Zhang, Ying Feng, Hongdong Li, Qing Wang Computer Vision and Pattern Recognition 2023 (CVPR 2023) Home Code arXiv Video
	Local Implicit Ray Function for Generalizable Radiance Field Representation Xin Huang, Qi Zhang, Ying Feng, Xiaoyu Li, Xuan Wang, Qing Wang Computer Vision and Pattern Recognition 2023 (CVPR 2023) Home arXiv Video
	HDR-NeRF: High Dynamic Range Neural Radiance Fields Xin Huang, Qi Zhang, Ying Feng, Hongdong Li, Xuan Wang, Qing Wang Computer Vision and Pattern Recognition 2022 (CVPR 2022) Home Code arXiv Video
	Stereo Unstructured Magnification: Multiple Homography Image for View Synthesis Qi Zhang, Xin Huang, Ying Feng, Xue Wang, Hongdong Li, Qing Wang arXiv 2022 arXiv
	SA-AE for Any-to-Any Relighting Zhongyun Hu, Xin Huang, Yaning Li, Qing Wang European Conference on Computer Vision Workshops: (ECCV 2020 Workshops) Paper

Talks

高动态范围神经辐射场—HDR-NeRF (深蓝学院)

Honors and Awards

China National Scholarship, 2024.

Outstanding Graduate Students (6%) in Northwestern Polytechnical University, 2020.

Champion in China Robot Competition - Dancing Robots Project, 08/2019.

Champion in China Robot Competition - Dancing Robots Project, 08/2018.

Meritorious Winner (7.2%) in International Mathematical Contest in Modeling (MCM), 02/2018.

Outstanding Students in Northwestern Polytechnical University, 2017 and 2019.

First Prize ($7,200) in Face Recognition Hackathon, Shaanxi, China, 11/2017.

The source code of this website is borrowed from Yuliang Xiu
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