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Cheng Lin 林铖

Assistant Professor

Department of Computer Science and Engineering

Macau University of Science and Technology (MUST)

✉chenglin@must.edu.mo ✉chlin@connect.hku.hk

I am an Assistant Professor at the Department of Computer Science and Engineering at Macau University of Science and Technology (MUST). I received my Ph.D. in Computer Science from The Univeristy of Hong Kong (HKU), advised by Prof. Wenping Wang. I visited Visual Computing Group at Technical University of Munich (TUM), advised by Prof. Matthias Nießner. Before that, I completed my B.Eng. degree at Shandong University working on geometry and graphics. My research interests include Computer Graphics, 3D Vision, 3D AIGC, Geometric Modeling, and Human Computer Interaction.
Prior to joining MUST, I was a Lead Researcher of Graphics AI direction at miHoYo, and a Senior Researcher at Tencent IEG. I was selected for Tencent's Top Talent Program for Technology Elites. I am an organizer and co-founder member of AnySyn3D, a non-profit research interest group comprising individuals with a strong interest in exploring research problems and cutting-edge technologies in 3D AIGC.

News

[Oct 2025] One paper was accept to IEEE TPAMI and one paper was accepted to ACM TOG.

[Sep 2025] Two papers were accepted to NeurIPS 2025, with one selected as a Spotlight.

[Jul 2025] One paper was accepted to Siggraph Aisa 2025 Joural Track. One paper was accepted to ACM TOG.

[Jul 2025] Joined MUST as an Assistant Professor. Goodbye, miHoYo!

[Apr 2025] Three papers accepted to CVPR 2025, with two selected as Highlight.

[Mar 2025] Two papers accepted to SIGGRAPH 2025.

[Jan 2025] One paper accepted to ICLR 2025.

[Sep 2024] One paper accepted to NeurIPS 2025.

[July 2024] One paper accepted to SIGGRAPH Asia 2024. Two papers accepted to ECCV 2024.

[July 2024] Coverage Axis (EG22) was recognized as a Top Cited Article in CGF for 2022–2023.

Publications

	PDT: Point Distribution Transformation with Diffusion Models Jionghao Wang, Cheng Lin✝, Yuan Liu, Rui Xu, Zhiyang Dou, Xiaoxiao Long, Haoxiang Guo, Taku Komura, Wenping Wang, Xin Li✝ SIGGRAPH 2025* [Paper] [Project Page] [Code]
	Diffusion as Shader: 3D-aware Video Diffusion for Versatile Video Generation Control Zekai Gu, Rui Yan, Jiahao Lu, Peng Li, Zhiyang Dou, Chenyang Si, Zhen Dong, Qifeng Liu, Cheng Lin, Ziwei Liu, Wenping Wang, Yuan Liu SIGGRAPH 2025 [Paper] [Project Page] [Code]
	CADDreamer: CAD object Generation from Single-view Images Yuan Li, Cheng Lin✝ , Yuan Liu, Xiaoxiao Long, Chenxu Zhang, Ningna Wang, Xin Li, Wenping Wang, Xiaohu Guo✝ CVPR 2025 (Highlight) [Paper] [Project Page] [Code]
	MAGE: Single Image to Material-Aware 3D via the Multi-View G-Buffer Estimation Model Haoyuan Wang, Zhenwei Wang, Xiaoxiao Long, Cheng Lin, Gerhard Hancke, Rynson W.H. Lau CVPR 2025 [Paper] [Project Page] [Code]
	Align3R: Aligned Monocular Depth Estimation for Dynamic Videos Jiahao Lu, Tianyu Huang, Peng Li, Zhiyang Dou, Cheng Lin, Zhiming Cui, Zhen Dong, Sai-Kit Yeung, Wenping Wang, Yuan Liu† CVPR 2025 (Highlight) [Paper] [Project Page] [Code]
	Era3D: High-Resolution Multiview Diffusion using Efficient Row-wise Attention Peng Li, Yuan Liu, Xiaoxiao Long, Feihu Zhang, Cheng Lin, Mengfei Li, Xingqun Qi, Shanghang Zhang, Wei Xue, Wenhan Luo, Ping Tan, Wenping Wang, Qifeng Liu, Yike Guo† NeurIPS 2024 [Paper] [Project Page] [Code]
	DICE: End-to-end Deformation Capture of Hand-Face Interactions from a Single Image Qingxuan Wu, Zhiyang Dou, Sirui Xu, Soshi Shimada, Chen Wang, Zhengming Yu, Yuan Liu, Cheng Lin , Zeyu Cao, Taku Komura, Vladislav Golyanik, Christian Theobalt, Wenping Wang, Lingjie Liu. ICLR 2025 [Paper] [Project Page] [Code]
	NASM: Neural Anisotropic Surface Meshing Hongbo Li, Haikuan Zhu, Sikai Zhong, Ningna Wang, Cheng Lin , Xiaohu Guo, Shiqing Xin, Wenping Wang, Jing Hua, Zichun Zhong SIGGRAPH Asia 2024 [Paper] [Project Page] [Code]
	DreamMat: High-quality PBR Material Generation with Geometry- and Light-aware Diffusion Models Yuqing Zhang, Yuan Liu, Zhiyu Xie, Lei Yang, Zhongyuan Liu, Mengzhou Yang, Runze Zhang, Qilong Kou, Cheng Lin , Wenping Wang, Xiaogang Jin SIGGRAPH 2024 (ACM TOG) [Paper] [Project Page] [Code]
	Part123: Part-aware 3D Reconstruction from a Single-view Image Anran Liu, Cheng Lin , Yuan Liu, Xiaoxiao Long✝, Zhiyang Dou, Haoxiang Guo, Ping Luo, Wenping Wang✝ SIGGRAPH 2024 [Paper] [Project Page] [Code]
	SyncDreamer: Generating Multiview-consistent Images from a Single-view Image Yuan Liu, Cheng Lin , Zijiao Zeng, Xiaoxiao Long✝, Lingjie Liu, Taku Komura, Wenping Wang✝ ICLR 2024 (Spotlight) Most influential papers in ICLR 2024 [Paper Digest] [Paper] [Project Page] [Code] [Live Demo]
	Wonder3D: Single Image to 3D using Cross-Domain Diffusion Xiaoxiao Long, Yuanchen Guo, Cheng Lin✝, Yuan Liu, Zhiyang Dou, Lingjie Liu, Yuexin Ma, Song-Hai Zhang, Marc Habermann, Christian Theobalt, Wenping Wang CVPR 2024 (Highlight) Most influential papers in CVPR 2024 [Paper Digest] [Paper] [Project Page] [Code] [Live Demo]
	Disentangled Clothed Avatar Generation from Text Descriptions Jionghao Wang, Yuan Liu, Zhiyang Dou, Zhengming Yu, Yongqing Liang, Cheng Lin, Rong Xie, Li Song, Xin Li, Wenping Wang ECCV 2024 [Paper] [Project Page] [Code]
	Surf-D: High-Quality Surface Generation for Arbitrary Topologies using Diffusion Models Zhengming Yu, Zhiyang Dou, Xiaoxiao Long, Cheng Lin, Zekun Li, Yuan Liu, Norman Müller, Taku Komura, Marc Habermann, Christian Theobalt, Xin Li, Wenping Wang ECCV 2024 [Paper] [Project Page] [Code]
	TORE: Token Reduction for Efficient Human Mesh Recovery with Transformer Zhiyang Dou, Qingxuan Wu, Cheng Lin, Zeyu Cao, Qiangqiang Wu, Weilin Wan, Taku Komura, Wenping Wang ICCV 2023 [Paper] [Project Page] [Code]
	NeRO: Neural Geometry and BRDF Reconstruction of Reflective Objects from Multiview Images Yuan Liu, Peng Wang, Cheng Lin, Xiaoxiao Long, Jiepeng Wang, Lingjie Liu, Taku Komura, Wenping Wang SIGGRAPH 2023 (ACM TOG) [Paper] [Project Page] [Code]
	NeuralUDF: Learning Unsigned Distance Fields for Multi-view Reconstruction of Surfaces with Arbitrary Topologies Xiaoxiao Long, Cheng Lin✝, Lingjie Liu, Yuan Liu, Peng Wang, Christian Theobalt, Taku Komura, Wenping Wang✝ CVPR 2023 [Paper] [Project Page] [Code]
	SparseNeuS: Fast Generalizable Neural Surface Reconstruction from Sparse Views Xiaoxiao Long, Cheng Lin, Peng Wang, Taku Komura, Wenping Wang ECCV 2022 [Paper] [Project Page] [Code]
	Gen6D: Generalizable Model-Free 6-DoF Object Pose Estimation from RGB Images Yuan Liu, Yilin Wen, Sida Peng, Cheng Lin, Xiaoxiao Long, Taku Komura, Wenping Wang ECCV 2022 [Paper] [Project Page] [Code] [Video]
	3PSDF: Three-Pole Signed Distance Function for Learning Surfaces with Arbitrary Topologies Weikai Chen, Cheng Lin, Weiyang Li, Bo Yang CVPR 2022 [Paper] [Project Page] [Code]
	Coverage Axis: Inner Point Selection for 3D Shape Skeletonization Zhiyang Dou, Cheng Lin, Rui Xu, Lei Yang, Shiqing Xin, Taku Komura, Wenping Wang Eurographics(EG) 2022 CGF Top Cited Article in 2022-2023 [Paper] [Project Page] [Code]
	Adaptive Surface Normal Constraint for Depth Estimation Xiaoxiao Long, Cheng Lin, Lingjie Liu, Wei Li, Christian Theobalt, Ruigang Yang, Wenping Wang ICCV 2021 [Paper] [Code]
	Point2Skeleton: Learning Skeletal Representations from Point Clouds Cheng Lin, Changjian Li, Yuan Liu, Nenglun Chen, Yi-King Choi, Wenping Wang CVPR 2021 (Oral, Best Paper Candidate) [Paper] [Project Page] [Code]
	Learnable Motion Coherence for Correspondence Pruning Yuan Liu, Lingjie Liu, Cheng Lin, Zhen Dong, Wenping Wang CVPR 2021 [Paper] [Project Page] [Code]
	Modeling 3D Shapes by Reinforcement Learning Cheng Lin, Tingxiang Fan, Wenping Wang, Matthias Nießner ECCV 2020 Most discussed CS papers on Twitter [Hot Computer Science] [Paper] [Code] [Video]
	SEG-MAT: 3D Shape Segmentation Using Medial Axis Transform Cheng Lin, Lingjie Liu, Changjian Li, Leif Kobbelt, Bin Wang, Shiqing Xin, Wenping Wang IEEE TVCG 2020 [Paper] [Project Page] [Code] [Executable]
	Floorplan-Jigsaw: Jointly Estimating Scene Layout and Aligning Partial Scans Cheng Lin, Changjian Li, Wenping Wang ICCV 2019 [Paper] [Project Page]
	Image-based Reconstruction of Wire Art Lingjie Liu, Duygu Ceylan, Cheng Lin, Wenping Wang, Niloy J. Mitra SIGGRAPH 2017 (ACM TOG) [Paper] [Project Page] [Code] [Video]
	Supporting easy physical-to-virtual creation of mobile vr maze games: a new genre Wei Gai, Chenglei Yang, Yulong Bian, Chia Shen, Xiangxu Meng, Lu Wang, Juan Liu, Mingda Dong, Chengjie Niu, Cheng Lin CHI 2017 [Paper] [Video]
	A Novel Workbench for Collaboratively Constructing 3D Virtual Environment Cheng Lin, Xiaowen Sun, Chenglei Yue, Chenglei Yang, Wei Gai, Pu Qin, Juan Liu, Xiangxu Meng IIKI 2017 [Paper] [Video]

* indicates equal contribution; ✝ indicates corresponding authors

Services

Journal Reviewer:
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)
ACM Transactions on Graphics (TOG)
IEEE Transactions on Visualization and Computer Graphics (TVCG)
IEEE Transactions on Image Processing (TIP)
International Journal of Computer Vision (IJCV)
IEEE Transactions on Medical Imaging (TMI)
IEEE Transactions on Knowledge and Data Engineering (TKDE)
Computer & Graphics (C&G)
Computer Graphics Forum (CGF)
Computer Aided Geometric Design (CAGD)
Computational Visual Media Journal (CVMJ)

Conference Reviewer:
CVPR, SIGGRAPH, ICLR, ICCV, ECCV, SIGGRAPH ASIA, CVM, 3DV, EuroGraphics

Program Committee Member:
CGI 2025, CVM 2025, ICVR 2024, GDC 2023

Co-Founder and Organizer:
AnySyn3D Research Community (Currently affiliated with the CSIG Technical Committee on Intelligent Graphics Computing)

Honors & Awards

CCF-CAD&CG Outstanding Open Source Software Project Nomination Award [2025]

CVPR 2024 Most Influential Papers (Correponding Author) [2024]

ICLR 2024 Most Influential Papers (First Author)[2024]

CGF Top Cited Article in 2022-2023 [2023]

Tencent Excellent Contributor [2022]

CVPR 2021 Best Paper Candidate (First Author) [2021]

Tencent Tech Elite Program [2021]

Computer Science Postgraduate Scholarship [2016, 2018]

Postgraduate Scholarship [2016-2020]

Google Excellence Scholarship [2015]

President’s Scholarship (the highest honor of the university) [2015]

Baosteel Scholarship [2015]

CCF Top 100 Outstanding CS Students of China[2015]

National Scholarship of China [2013, 2014, 2015]

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