2026

LumiTex: Towards High-Fidelity PBR Texture Generation wit Illumination Context
LumiTex: Towards High-Fidelity PBR Texture Generation wit Illumination Context

Jingzhi Bao, Hongze Chen, Lingting Zhu, Chenyu Liu, Runze Zhang, Keyang Luo, Zeyu Hu, Weikai Chen, Yingda Yin, Xin Wang, Zehong Lin, Jun Zhang, Xiaoguang Han

ICLR 2026

[Paper] [Code] [Project]

LumiTex: Towards High-Fidelity PBR Texture Generation wit Illumination Context

Jingzhi Bao, Hongze Chen, Lingting Zhu, Chenyu Liu, Runze Zhang, Keyang Luo, Zeyu Hu, Weikai Chen, Yingda Yin, Xin Wang, Zehong Lin, Jun Zhang, Xiaoguang Han

ICLR 2026

[Paper] [Code] [Project]

2025

Light-SQ: Structure-aware Shape Abstraction with Superquadrics for Generated Meshes
Light-SQ: Structure-aware Shape Abstraction with Superquadrics for Generated Meshes

Yuhan Wang, Weikai Chen, Zeyu Hu, Runze Zhang, Yingda Yin, Ruoyu Wu, Keyang Luo, Shengju Qian, Yiyan Ma, Hongyi Li, Yuan Gao, Yuhuan Zhou, Hao Luo, Wan Wang, Xiaobin Shen, Zhaowei Li, Kuixin Zhu, Chuanlang Hong, Yueyue Wang, Lijie Feng, Xin Wang, Chen Change Loy

SIGGRAPH Asia 2025

[Paper] [Code]

Light-SQ: Structure-aware Shape Abstraction with Superquadrics for Generated Meshes

Yuhan Wang, Weikai Chen, Zeyu Hu, Runze Zhang, Yingda Yin, Ruoyu Wu, Keyang Luo, Shengju Qian, Yiyan Ma, Hongyi Li, Yuan Gao, Yuhuan Zhou, Hao Luo, Wan Wang, Xiaobin Shen, Zhaowei Li, Kuixin Zhu, Chuanlang Hong, Yueyue Wang, Lijie Feng, Xin Wang, Chen Change Loy

SIGGRAPH Asia 2025

[Paper] [Code]

CaliTex: Geometry-Calibrated Attention for View-Coherent 3D Texture Generation
CaliTex: Geometry-Calibrated Attention for View-Coherent 3D Texture Generation

Chenyu Liu, Hongze Chen, Jingzhi Bao, Lingting Zhu, Runze Zhang, Weikai Chen, Zeyu Hu, Yingda Yin, Keyang Luo, Xin Wang

Preprint 2025

[Paper] [Code] [Project]

CaliTex: Geometry-Calibrated Attention for View-Coherent 3D Texture Generation

Chenyu Liu, Hongze Chen, Jingzhi Bao, Lingting Zhu, Runze Zhang, Weikai Chen, Zeyu Hu, Yingda Yin, Keyang Luo, Xin Wang

Preprint 2025

[Paper] [Code] [Project]

MotionLab: Unified Human Motion Generation and Editing via the Motion-Condition-Motion Paradigm
MotionLab: Unified Human Motion Generation and Editing via the Motion-Condition-Motion Paradigm

Ziyan Guo, Zeyu Hu, Na Zhao, De Wen Soh

ICCV 2025

[Paper] [Code]

MotionLab: Unified Human Motion Generation and Editing via the Motion-Condition-Motion Paradigm

Ziyan Guo, Zeyu Hu, Na Zhao, De Wen Soh

ICCV 2025

[Paper] [Code]

Large Material Gaussian Model for Relightable 3D Generation
Large Material Gaussian Model for Relightable 3D Generation

Jingrui Ye, Lingting Zhu, Runze Zhang, Zeyu Hu, Yingda Yin, Lanjiong Li, Lequan Yu, Qingmin Liao

Preprint 2025

[Paper]

Large Material Gaussian Model for Relightable 3D Generation

Jingrui Ye, Lingting Zhu, Runze Zhang, Zeyu Hu, Yingda Yin, Lanjiong Li, Lequan Yu, Qingmin Liao

Preprint 2025

[Paper]

MAR-3D: Progressive Masked Auto-regressor for High-Resolution 3D Generation
MAR-3D: Progressive Masked Auto-regressor for High-Resolution 3D Generation

Jinnan Chen, Lingting Zhu, Zeyu Hu, Shengju Qian, Yugang Chen, Xin Wang, Gim Hee Lee

CVPR 2025 Highlight

[Paper] [Code]

MAR-3D: Progressive Masked Auto-regressor for High-Resolution 3D Generation

Jinnan Chen, Lingting Zhu, Zeyu Hu, Shengju Qian, Yugang Chen, Xin Wang, Gim Hee Lee

CVPR 2025 Highlight

[Paper] [Code]

MuMA: 3D PBR Texturing via Multi-Channel Multi-View Generation and Agentic Post-Processing
MuMA: 3D PBR Texturing via Multi-Channel Multi-View Generation and Agentic Post-Processing

Lingting Zhu, Jingrui Ye, Runze Zhang, Zeyu Hu, Yingda Yin, Lanjiong Li, Jinnan Chen, Shengju Qian, Xin Wang, Qingmin Liao, Lequan Yu

Preprint 2025

[Paper]

MuMA: 3D PBR Texturing via Multi-Channel Multi-View Generation and Agentic Post-Processing

Lingting Zhu, Jingrui Ye, Runze Zhang, Zeyu Hu, Yingda Yin, Lanjiong Li, Jinnan Chen, Shengju Qian, Xin Wang, Qingmin Liao, Lequan Yu

Preprint 2025

[Paper]

2024

Off-the-shelf ChatGPT is a Good Few-shot Human Motion Predictor
Off-the-shelf ChatGPT is a Good Few-shot Human Motion Predictor

Haoxuan Qu, Zhaoyang He, Zeyu Hu, Yujun Cai, Jun Liu

Preprint 2024

[Paper]

Off-the-shelf ChatGPT is a Good Few-shot Human Motion Predictor

Haoxuan Qu, Zhaoyang He, Zeyu Hu, Yujun Cai, Jun Liu

Preprint 2024

[Paper]

2022

LiDAL: Inter-frame Uncertainty Based Active Learning for 3D LiDAR Semantic Segmentation
LiDAL: Inter-frame Uncertainty Based Active Learning for 3D LiDAR Semantic Segmentation

Zeyu Hu, Xuyang Bai, Runze Zhang, Xin Wang, Guangyuan Sun, Hongbo Fu, Chiew-Lan Tai

ECCV 2022

[Paper] [Code]

LiDAL: Inter-frame Uncertainty Based Active Learning for 3D LiDAR Semantic Segmentation

Zeyu Hu, Xuyang Bai, Runze Zhang, Xin Wang, Guangyuan Sun, Hongbo Fu, Chiew-Lan Tai

ECCV 2022

[Paper] [Code]

Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation of Indoor Scenes
Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation of Indoor Scenes

Zeyu Hu, Xuyang Bai, Jiaxiang Shang, Runze Zhang, Jiayu Dong, Xin Wang, Guangyuan Sun, Hongbo Fu, Chiew-Lan Tai

TPAMI 2022 (ICCV 2021 SI invited)

[Paper] [Code]

Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation of Indoor Scenes

Zeyu Hu, Xuyang Bai, Jiaxiang Shang, Runze Zhang, Jiayu Dong, Xin Wang, Guangyuan Sun, Hongbo Fu, Chiew-Lan Tai

TPAMI 2022 (ICCV 2021 SI invited)

[Paper] [Code]

TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers
TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers

Xuyang Bai, Zeyu Hu, Xinge Zhu, Qingqiu Huang, Yilun Chen, Hongbo Fu, Chiew-Lan Tai

CVPR 2022

[Paper] [Code]

TransFusion: Robust LiDAR-Camera Fusion for 3D Object Detection with Transformers

Xuyang Bai, Zeyu Hu, Xinge Zhu, Qingqiu Huang, Yilun Chen, Hongbo Fu, Chiew-Lan Tai

CVPR 2022

[Paper] [Code]

2021

Learning to Match Features with Seeded Graph Matching Network
Learning to Match Features with Seeded Graph Matching Network

Hongkai Chen, Zixin Luo, Jiahui Zhang, Lei Zhou, Xuyang Bai, Zeyu Hu, Chiew-Lan Tai, Long Quan

ICCV 2021

[Paper] [Code]

Learning to Match Features with Seeded Graph Matching Network

Hongkai Chen, Zixin Luo, Jiahui Zhang, Lei Zhou, Xuyang Bai, Zeyu Hu, Chiew-Lan Tai, Long Quan

ICCV 2021

[Paper] [Code]

VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation
VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation

Zeyu Hu, Xuyang Bai, Jiaxiang Shang, Runze Zhang, Jiayu Dong, Xin Wang, Guangyuan Sun, Hongbo Fu, Chiew-Lan Tai

ICCV 2021 Oral

[Paper] [Code]

VMNet: Voxel-Mesh Network for Geodesic-Aware 3D Semantic Segmentation

Zeyu Hu, Xuyang Bai, Jiaxiang Shang, Runze Zhang, Jiayu Dong, Xin Wang, Guangyuan Sun, Hongbo Fu, Chiew-Lan Tai

ICCV 2021 Oral

[Paper] [Code]

PointDSC: Robust Point Cloud Registration using Deep Spatial Consistency
PointDSC: Robust Point Cloud Registration using Deep Spatial Consistency

Xuyang Bai, Zixin Luo, Lei Zhou, Hongkai Chen, Lei Li, Zeyu Hu, Hongbo Fu, Chiew-Lan Tai

CVPR 2021

[Paper] [Code]

PointDSC: Robust Point Cloud Registration using Deep Spatial Consistency

Xuyang Bai, Zixin Luo, Lei Zhou, Hongkai Chen, Lei Li, Zeyu Hu, Hongbo Fu, Chiew-Lan Tai

CVPR 2021

[Paper] [Code]

2020

JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds
JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds

Zeyu Hu, Mingmin Zhen, Xuyang Bai, Hongbo Fu, Chiew-lan Tai

ECCV 2020

[Paper] [Code]

JSENet: Joint Semantic Segmentation and Edge Detection Network for 3D Point Clouds

Zeyu Hu, Mingmin Zhen, Xuyang Bai, Hongbo Fu, Chiew-lan Tai

ECCV 2020

[Paper] [Code]

D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features
D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features

Xuyang Bai, Zixin Luo, Lei Zhou, Hongbo Fu, Long Quan, Chiew-Lan Tai

CVPR 2020

[Paper] [Code]

D3Feat: Joint Learning of Dense Detection and Description of 3D Local Features

Xuyang Bai, Zixin Luo, Lei Zhou, Hongbo Fu, Long Quan, Chiew-Lan Tai

CVPR 2020

[Paper] [Code]