Yuchi Huo

Yuchi Huo 霍宇驰

Assistant Professor
Zhejiang University

Email: eehyc0 at gmail dot com

About me

I am an assistant professor (hundred-program) at State Key Lab of CAD&CG, Zhejiang University, learding the rendering group.

Before joining ZJU in 2021,I was a researcher professor at KAIST, advised by Sung-Eui Yoon. Earlier, I received my Ph.D. degree from the CAD&CG State Key Lab of Zhejiang University, advised by Prof. Hujun Bao and Prof. Rui Wang.

My research domains include computer graphics, computer vision, machine learning, and computational optics. Recent achievements are presented in Nature Communications, ACM TOG, SIGGRAPH, CVPR, NeurIPS, etc, covering physical rendering, real-time rendering, neural rendering, 3D reconstruction, AIGC, optical neural network, XR, multimodal vision, 3D vision, retrieval, and drones.

Meanwhile, I am looking for Researcher, Engineer, Postdoc, and Research Intern in Zhejiang Lab and Zhejiang University, aiming at innovation in computer graphics, computer vision, intelligent agent, and optics.

Recent:

- I am serving SIGGRAPH Asia Technical Paper Commitee this year.

- We have three papers accepted by SIGGRAPH 2025.

- We have one paper accepted by ACM TOG 2025.

Selected Publications

	A Fully-statistical Wave Scattering Model for Heterogeneous Surfaces Zhengze Liu, Yifan Peng, Rui Wang, Yuchi Huo Accepted by SIGGRAPH 2025, and to appear in ACM Transactions on Graphics. paper / project
	Streaming-Aware Neural Monte Carlo Rendering Framework with Unified Denoising-Compression and Client Collaboration Hangming Fan, Yuchi Huo, Chuankun Zheng, Chonghao Hu, Yazhen Yuan, Rui Wang Accepted by SIGGRAPH 2025, and to appear in ACM Transactions on Graphics. paper / project
	MoFlow: Motion-Guided Flows for Recurrent Rendered Frame Prediction Zhizhen Wu, Chenyu Zuo, Zhilong Yuan, Yazhen Yuan, Yifan Peng, Guiyang Pu, Rui Wang, Yuchi Huo Accepted by ACM Transactions on Graphics, 2025. paper / project
	Dual-Band Feature Fusion for All-Frequency Neural Global Illumination Shaohua Mo, Chuankun Zheng, Zihao Lin, Dianbing Xi, Qi Ye, Rui Wang, Hujun Bao, Yuchi Huo Accepted by SIGGRAPH 2025. paper / project
	MIRReS: Inverse Rendering using Multi-Bounce Path Tracing and Reservoir Sampling Yuxin Dai, Qi Wang, Jingsen Zhu, Dianbing Xi, Yuchi Huo, Chen Qian, Ying He International Conference on Learning Representations (ICLR), 2025. paper / project
	Ultra-High Resolution Facial Texture Reconstruction from a Single Image Hongxiang Huang, Guoyuan An, Jingzhen Lan, Qi Wang, Lingfei Wang, Rui Wang, Yuchi Huo Computational Visual Media (CVM), 2025, and to appear in Geometry Models. Computational Visual Media Journal (CVMJ), 2025. paper / project
	LDM:Large Tensorial SDF Model for Textured Mesh Generation Rengan Xie, Wenting Zheng, Kai Huang, Yizheng Chen, Qi Wang, Qi Ye, Wei Chen, Yuchi Huo Computational Visual Media (CVM), 2025, and to appear in Geometry Models. paper / project
	HRHuman:Modeling HumanAvatars with Triangular Mesh and High-Resolution Textures from Videos Qifeng Chen, Rengan Xie, Kai Huang, Qi Wang, Wenting Zheng, Rong Li, Yuchi Huo Computational Visual Media (CVM), 2025. paper / project
	Neural Kernel Regression for Consistent Monte Carlo Denoising Qi Wang, Pengju Qiao, Yuchi Huo, Shiji Zhai, Zixuan Xie, Wei Hua, Hujun Bao, Tao Liu ACM Transactions on Graphics, ACM SIGGRAPH ASIA 2024. . paper / project
	ReN Human: Learning Relightable Neural Implicit Surfaces for Animatable Human Rendering Rengan Xie, Kai Huang, In-Young Cho, Sen Yang, Wei Chen, Hujun Bao, Wenting Zheng, Rong Li, Yuchi Huo ACM Transactions on Graphics, ACM SIGGRAPH ASIA 2024. . paper / project
	Neural Global Illumination via Superposed Deformable Feature Fields Chuankun Zheng, Yuchi Huo, Hongxiang Huang, Hongtao Sheng, Junrong Huang, Rui Tang, Hao Zhu, Rui Wang, Hujun Bao In SIGGRAPH Asia 2024 Conference Papers, Article 24, pp. 1-11. 2024. . paper / project
	TPGP: Temporal-Parametric Optimization with Deep Grasp Prior for Dexterous Motion Planning Li, Haoming, Ye, Qi, Huo, Yuchi, Liu, Qingtao, Jiang, Shijian, Zhou, Tao, Li, Xiang, Zhou, Yang, Chen, Jiming International Conference on Robotics and Automation (ICRA), 2024.* paper / project
	Adaptive Sampling and Reconstruction for Gradient-domain Rendering Yuzhi Liang, Tao Liu, Yuchi Huo, Rui Wang, Hujun Bao Computational Visual Media Journal (CVMJ), 10(5): 885-902, 2024. paper / project
	LightFormer: Light-oriented Global Neural Rendering in Dynamic Scenes Haocheng Ren, Yuchi Huo, Yifan Peng, Hongtao Sheng, Weidong Xue, Hongxiang Huang, Jingzhen Lan, Rui Wang, Hujun Bao ACM Transactions on Graphics 43(4): 75:1-75:14, 2024. SIGGRAPH 2024. paper / project
	In-Hand 3D Object Reconstruction from a Monocular RGB Video Shijian Jiang, Qi Ye, Rengan Xie, Yuchi Huo, Xiang Li, Yang Zhou, Jiming Chen TheThirty-Eighth AAAI Conference on Artificial Intelligence (AAAI), 2024. paper / project
	Error-aware Sampling in Adaptive Shells for Neural Surface Reconstruction Qi Wang, Yuchi Huo, Qi Ye, Rui Wang, Hujun Bao International Joint Conference on Artificial Intelligence (IJCAI), 2024. paper / project
	Toward Weather-Robust 3D Human Body Reconstruction: Millimeter-Wave Radar-Based Dataset, Benchmark, and Multi-Modal Fusion Anjun Chen, Xiangyu Wang, Kun Shi, Yuchi Huo, Jiming Chen, Qi Ye IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024. paper / project
	Real-Time Polygonal Lighting of Iridescence Effect using Precomputed Monomial-Gaussians Zhengze Liu, Yuchi Huo, Yinhui Yang, Jie Chen, Rui Wang Computer Graphic Forum 43(6), 2024. Presented at Eurographics 2024. paper / project
	FuseSR: Super Resolution for Real-time Rendering through Efficient Multi-resolution Fusion Zhihua Zhong, Jingsen Zhu, Yuxin Dai, Chuankun Zheng, Yuchi Huo, Guanlin CHen, Hujun Bao, Rui Wang ACM SIGGRAPH Asia, 2023 paper / supp / video / project
	Adaptive Recurrent Frame Prediction with Learnable Motion Vectors Zhizhen Wu, Chenyu Zuo, Yuchi Huo, Yazhen Yuan, Yifan Peng, Guiyang Pu, Hujun Bao, Rui Wang ACM SIGGRAPH Asia, 2023 paper / supp / video / project
	Topological Verification for Image Retrieval without Fine-tuning Guoyuan An, Ju-hyeong Seon, Inkyu An, Yuchi Huo, Sung-eui Yoon Accepted by Conference on Neural Information Processing Systems (NeurIPS), 2023 paper / supp / video / project
	Towards Content-based Pixel Retrieval in Revisited Oxford and Paris Guoyuan An, Woo Jae Kim, Saelyne Yang, Rong Li, Yuchi Huo, Sungeui Yoon The International Conference on Computer Vision (ICCV), 2023 paper/ code / project
	Seal-3D: Interactive Pixel-Level Editing for Neural Radiance Fields Xiangyu Wang, Jingsen Zhu, Qi Ye, Yuchi Huo, Yunlong Ran, Zhihua Zhong, Jiming Chen The International Conference on Computer Vision (ICCV), 2023 paper / code / project
	Contact2Grasp: 3D Grasp Synthesis via Hand-Object Contact Constraint Ming Hao Li, Lin Xin Zhuo, Yang Zhou, Xiang Li, Yuchi Huo, Jiming Chen, Qi Ye International Joint Conferences on Artificial Intelligence (IJCAI), 2023 paper / video / project
	NeLT: Neural Light Transfer Chuankun Zheng, Yuchi Huo, Shaohua Mo, Zhizhen Wu, Rui Wang, Hujun Bao ACM Transactions on Graphics, ACM SIGGRAPH, 2023 paper / supp / video / project
	I²-SDF: Intrinsic Indoor Scene Reconstruction and Editing via Raytracing in Neural SDFs Jingsen Zhu, Yuchi Huo, Qi Ye, Fujun Luan, Jifan Li, Dianbing Xi, Lisha Wang, Rui Tang, Wei Hua, Hujun Bao, Rui Wang The IEEE/CVF omputer Vision and Pattern Recognition Conference (CVPR), 2023 paper / code / project
	ImmFusion: Robust mmWave-RGB Fusion for 3D Human Body Reconstruction in All Weather Conditions Anjun Chen, Xiangyu Wang, Kun Shi, Shaohao Zhu, Bin Fang, Yingfeng Chen, Jiming Chen, Yuchi Huo, Qi Ye IEEE International Conference on Robotics and Automation (ICRA), 2023 paper / supp / video / project
	Optical Neural Network via Loose Neuron Array and Functional Learning Yuchi Huo, Yifan Peng, Chen Gao, Rui Wang, Wei Hua, Qing Yang, Haifeng Li, Hujun Bao, Rui Wang, Sung-eui Yoon, Nature Communications (Nature Press) , 2023 Nature Press paper / video / project
	Data-driven Digital Lighting Design for Residential Indoor Spaces Haocheng Ren, Hangming Fan, Rui Wang, Yuchi Huo, Rui Tang, Lei Wang, Hujun Bao ACM Transactions on Graphics, ACM SIGGRAPH Asia 2023 Chosen as Cover paper / video / project
	A Biophysically-based Skin Model for Heterogeneous Volume Rendering Qi Wang, Fujun Luan, Yuxin Dai, Yuchi Huo, Rui Wang, Hujun Bao Computational Visual Media (CVM), 2023 paper / data / project
	Learning-based Inverse Rendering of Complex Indoor Scenes with Differentiable Monte Carlo Raytracing Jingsen Zhu, Fujun Luan, Zihao Lin, Zhihua Zhong, Yuchi Huo, Dianbing Xi, Rui Wang, Jiaxiang Zheng, Rui Tang, Hujun Bao ACM SIGGRAPH Asia, 2022 paper / data / project
	MINERVAS: Massive INterior EnviRonments VirtuAl Synthesis Haocheng Ren, Hao Zhang, Jia Zheng, Jiaxiang Zheng, Rui Tang, Yuchi Huo, Hujun Bao, Rui Wang Computer Graphics Forum (CGF), Pacific Graphics, 2022 paper / supp / video / project
	Automatic Mesh and Shader Level of Detail Yuzhi Liang, Qi Song, Rui Wang, Yuchi Huo, Hujun Bao IEEE Transactions on Visualization and Computer Graphics (TVCG)， 2022 paper / supp / video / project
	ShaderTransformer: Predicting Shader Quality via One-shot Embedding for Fast Simplification Yuchi Huo, Shi Li, Yazhen Yuan, Xu Chen, Wenting Zheng, Hai Lin, Rui Wang, Hujun Bao ACM SIGGRAPH, 2022 paper / supp / video / project
	Contour-Aware Equipotential Learning for Semantic Segmentation Xu Yin, Dongbo Min, Yuchi Huo, Sung-Eui Yoon IEEE Transactions on Multimedia (TMM), 2022 paper / code / project
	PowerNet: Learning-based Real-time Power-budget Rendering Yunjin Zhang, Rui Wang, Yuchi Huo, Wei Hua, Hujun Bao IEEE Transactions on Visualization and Computer Graphics (TVCG), 2022 paper / supp / video / project
	Real-time Monte Carlo Denoising with Weight Sharing Kernel Prediction Network Hangming Fan, Rui Wang, Yuchi Huo, Hujun Bao Computer Graphics Forum (CGF), Eurographics Symposium on Rendering, 2021 Top Cited Article paper / video / project
	Multi-resolution Terrain Rendering Using Summed-area Tables Shi Li, Chuankun Zheng, Rui Wang, Yuchi Huo, Wenting Zheng, Hai Lin, Hujun Bao Computers & Graphics, 2021 paper / supp / project
	Hypergraph Propagation and Community Selection for Objects Retrieval Guoyuan An, Yuchi Huo, Sung-Eui Yoon Conference on Neural Information Processing Systems (NeurIPS), 2021 project
	MeshChain: Secure 3D model and intellectual property management powered by blockchain technology Hunmin Park, Yuchi Huo, Sung-Eui Yoon Computer Graphics International (CGI), 2021 project
	A survey on deep learning-based Monte Carlo denoising, 2021 Yuchi Huo, Sung-Eui Yoon Computational Visual Media (CVM), 2021 Spotlight of Year paper
	Weakly-Supervised Contrastive Learning in Path Manifold for Monte Carlo Image Reconstruction In-Young Cho, Yuchi Huo, Sung-Eui Yoon ACM Transactions on Graphics (ToG), ACM SIGGRAPH, 2021 project
	Single Image Reflection Removal with Physically-Based Training Images Soomin Kim, Yuchi Huo, Sung-Eui Yoon The IEEE/CVF omputer Vision and Pattern Recognition Conference (CVPR), 2020 Oral Presentation project
	Adaptive Incident Radiance Field Sampling and Reconstruction Using Deep Reinforcement Learning Yuchi Huo, Rui Wang, Ruzhang Zheng, Hualin Xu, Hujun Bao, Sung-Eui Yoon ACM Transactions on Graphics (ToG), ACM SIGGRAPH, 2020 Chosen as Cover project
	Automatic Band-Limited Approximation of Shaders Using Mean-Variance Statistics in Clamped Domain Shi Li, Rui Wang, Yuchi Huo, Wenting Zheng, Wei Hua, Hujun Bao Computer Graphics Forum (CGF), Pacific Graphics, 2020 paper / project
	Spherical Gaussian-based Lightcuts for Glossy Interreflections Yuchi Huo, Shihao Jin, Tao Liu, Wei Hua, Rui Wang, Hujun Bao Computer Graphics Forum (CGF), , 2020 paper / project
	Adaptive Matrix Column Sampling and Completion for Rendering Participating Media Yuchi Huo, Rui Wang, Tianlei Hu, Wei Hua, Hujun Bao ACM Transactions on Graphics (TOG), ACM SIGGRAPH Asia, 2016 paper / project / supp
	A Matrix Sampling-and-Recovery Approach for Many-Lights Rendering Yuchi Huo, Rui Wang, Shihao Jin, Xinguo Liu, Hujun Bao ACM Transactions on Graphics (TOG), ACM SIGGRAPH Asia,2015 paper / project / supp
	GPU-based Out-of-Core Many-Lights Rendering Rui Wang, Yuchi Huo, Yazhen Yuan, Kun Zhou, Wei Hua, Hujun Bao ACM Transactions on Graphics (TOG), 32(6), ACM SIGGRAPH Asia,2013 paper / project / supp

Last updated: Nov 27, 2022
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