Huan Fu

I currently serve as a Principal Researcher at Futurise, an AGI startup. Previously, I was the Staff Algorithm Expert (P8) at Taobao, Alibaba, where I led a team primarily focused on 3D vision.

I got my Ph.D. from The University of Sydney (USYD) in 2019 under the guidance of Prof. Dacheng Tao, with co-supervision from Prof. Chaohui Wang and Prof. Mingming Gong. Prior to that, I completed my bachelor’s degree at the University of Science and Technology of China (USTC) in 2014.

Right now, I’m into researching 3D reconstruction/generation, NeRF, and image generation.

news

Mar, 2024	Our LighTNet paper has been accepted to TPAMI. This lighting transfer ability has been intergrated into the design pltaform SheJiJia.
Jan, 2024	I will serve as an Area Chair for ECCV 2024.
Nov, 2023	I will serve as a Senior PC for IJCAI 2024.
Oct, 2023	Very happy to co-organize the First ICCV Workshop on 3D Vision and Modeling Challenges in eCommerce.
Jun, 2023	A collaborative work MipVox has been accepted to ICCV 2023.
Mar, 2023	Our NeuDA paper has been accepted to CVPR 2023. The released Codes can reconstruct high-quality surfaces and UV textures.
Nov, 2022	I will serve as a Senior PC for IJCAI 2023.
Jul, 2022	Our HrSRG paper has been accepted for ECCV 2022. It features real-time rendering and can recover fine texture details, serving as a core technique for Object Drawer.
Mar, 2022	Our RapNeRF and MII papers have been accepted to CVPR 2023. A collebrative paper on I2I translation also got accepted.
Sep, 2021	Our 3D-FUTURE paper has been accepted to IJCV. It contributes 10K industrial-quality 3D furniture models.
Jun, 2021	Our 3D-FRONT paper has been accepted to ICCV 2021. It’s a new large-scale 3D CAD scene dataset containing 6.8K distinct houses and 19K diversely furnished rooms.
Dec, 2020	Our paper on domain adpatation segmentation has been accepted to AAAI 2021.
Nov, 2020	I will serve as a Senior PC for IJCAI 2021.
Nov, 2020	Our extension paper on occlusion boundary (CVPR’16) has been accepted to TPAMI.
Oct, 2020	Very happy that 3D-FRONT has received the China Computer Federation (CCF) ChinaGraph Best Dataset Award.
Sep, 2020	Our papers on 3D shape retrivel and domain generalization have been accepted NeurIPS 2020.
Mar, 2020	We will organize the IJCAI Workshop on 3D Artificial Intelligence Challenge.
Sep, 2019	Our paper GcGAN on I2I translation has been selected as CVPR’19 Best Paper Finalists.
Apr, 2019	I have been awarded a PhD from USYD, and I would like to express my sincere gratitude for the continuous support from my supervisors, family, and friends. I am excited to announce that I will be joining Alibaba as an AliStar to commence my career in the industry.

selected publications

NeuDA: Neural Deformable Anchor for High-Fidelity Implicit Surface Reconstruction

Bowen Cai, Jinchi Huang, Rongfei Jia, Chengfei Lv, and Huan Fu ⚑

In IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2023
Digging into Radiance Grid for Real-Time View Synthesis with Detail Preservation

Jian Zhang, Jinchi Huang, Bowen Cai, Huan Fu ⚑, Mingming Gong, Chaohui Wang, Jiaming Wang, Hongchen Luo, Rongfei Jia, Binqiang Zhao, and Xing Tang

In 17th European Conference on Computer Vision (ECCV), Nov 2022
3D-FUTURE: 3D Furniture Shape with TextURE

Huan Fu, Rongfei Jia, Lin Gao, Mingming Gong, Binqiang Zhao, Stephen J. Maybank, and Dacheng Tao

Int. J. Comput. Vis., Sep 2021
3D-FRONT: 3D Furnished Rooms with layOuts and semaNTics

Huan Fu, Bowen Cai, Lin Gao, Lingxiao Zhang, Jiaming Wang, Cao Li, Qixun Zeng, Chengyue Sun, Rongfei Jia, Binqiang Zhao, and Hao Zhang

In IEEE/CVF International Conference on Computer Vision (ICCV), Oct 2021
Geometry-Consistent Generative Adversarial Networks for One-Sided Unsupervised Domain Mapping

Huan Fu ∗, Mingming Gong ∗, Chaohui Wang, Kayhan Batmanghelich, Kun Zhang, and Dacheng Tao

In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2019
Deep Ordinal Regression Network for Monocular Depth Estimation

Huan Fu, Mingming Gong, Chaohui Wang, Kayhan Batmanghelich, and Dacheng Tao

In IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Jun 2018