Leaderboards/3D Shape Modeling and Analysis

3D Shape Modeling and Analysis

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Xumin Yu
Tsinghua University
2
Eric R. Chan
Stanford University
3
Anpei Chen
ShanghaiTech University
4
Philipp Lindenberger
ETH Zurich
5
Shengyu Huang
ETH Zurich
6
Jianqiang Wang
Changchun University
7
Mutian Xu
Huazhong University of Science and Technology
8
Zerong Zheng
Tsinghua University
9
Shitong Luo
Massachusetts Institute of Technology
10
Xinge Zhu
Huawei Technologies (China)

Rising Stars Papers

1
Vision-Centric BEV Perception: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence|2024
85 cit.
2
A Versatile Point Cloud Compressor Using Universal Multiscale Conditional Coding – Part II: Attribute
IEEE Transactions on Pattern Analysis and Machine Intelligence|2024
19 cit.
3
OctreeOcc: Efficient and Multi-Granularity Occupancy Prediction Using Octree Queries
Unknown Journal|2024
12 cit.
4
Dynamic LiDAR Re-Simulation Using Compositional Neural Fields
Unknown Journal|2024
7 cit.
5
NeLF-Pro: Neural Light Field Probes for Multi-Scale Novel View Synthesis
Unknown Journal|2024
6 cit.
6
3D Gaussian Inpainting with Depth-Guided Cross-View Consistency
Unknown Journal|2025
5 cit.
7
SAMPro3D: Locating SAM Prompts in 3D for Zero-Shot Instance Segmentation
Unknown Journal|2025
3 cit.
8
Can LVLMs Obtain a Driver’s License? A Benchmark Towards Reliable AGI for Autonomous Driving
Proceedings of the AAAI Conference on Artificial Intelligence|2025
2 cit.
9
Compact Ring Core Fiber Collimator and Isolator Supporting Three OAM Modes with Low Insertion Loss and High Isolation
Unknown Journal|2024
0 cit.
10
STAGE: A Stream-Centric Generative World Model for Long-Horizon Driving-Scene Simulation
Unknown Journal|2025
0 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Ren Ng
University of California, Berkeley
2
Angjoo Kanazawa
Berkeley College
3
Peter Hedman
Google (United States)
4
Gerard Pons‐Moll
TH Bingen University of Applied Sciences
5
Ziwei Liu
Nanyang Technological University
6
Tsung-Yi Lin
Cornell University
7
Hanbyul Joo
Meta (Israel)
8
Zhizhong Han
Wayne State University
9
Jiajun Wu
Massachusetts Institute of Technology
10
Hao Su
Stanford University

Emerging Leaders Papers

1
Learning to Prompt for Vision-Language Models
International Journal of Computer Vision|2022
2.7k cit.
2
Mip-NeRF 360: Unbounded Anti-Aliased Neural Radiance Fields
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
1.7k cit.
3
Conditional Prompt Learning for Vision-Language Models
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
1.5k cit.
4
Plenoxels: Radiance Fields without Neural Networks
2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)|2022
1.3k cit.
5
Magic3D: High-Resolution Text-to-3D Content Creation
Unknown Journal|2023
722 cit.
6
K-Planes: Explicit Radiance Fields in Space, Time, and Appearance
Unknown Journal|2023
471 cit.
7
Zip-NeRF: Anti-Aliased Grid-Based Neural Radiance Fields
Unknown Journal|2023
451 cit.
8
Generalized Out-of-Distribution Detection: A Survey
International Journal of Computer Vision|2024
422 cit.
9
MotionDiffuse: Text-Driven Human Motion Generation With Diffusion Model
IEEE Transactions on Pattern Analysis and Machine Intelligence|2024
251 cit.
10
Instruct-NeRF2NeRF: Editing 3D Scenes with Instructions
Unknown Journal|2023
250 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Leonidas Guibas
Stanford University
2
Daniel Cohen‐Or
Shenzhen University
3
Marc Levoy
Adobe Systems (United States)
4
Michael J. Black
Max Planck Society
5
Markus Groß
ETH Zurich
6
Hugues Hoppe
Microsoft Research (United Kingdom)
7
Hans‐Peter Seidel
Max Planck Institute for Informatics
8
Justin Solomon
Massachusetts Institute of Technology
9
Thomas Funkhouser
Google (United States)
10
Hongsheng Li
Shanghai Artificial Intelligence Laboratory

Current Senior Leaders Papers

1
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Unknown Journal|2017
9.8k cit.
2
Dynamic Graph CNN for Learning on Point Clouds
ACM Transactions on Graphics|2019
6.7k cit.
3
Light field rendering
Unknown Journal|1996
3.7k cit.
4
Efficient variants of the ICP algorithm
Unknown Journal|2002
3.7k cit.
5
SMPL
ACM Transactions on Graphics|2015
3.6k cit.
6
A volumetric method for building complex models from range images
Unknown Journal|1996
3.1k cit.
7
PointRCNN: 3D Object Proposal Generation and Detection From Point Cloud
Unknown Journal|2019
3k cit.
8
Progressive meshes
Unknown Journal|1996
2.8k cit.
9
Surface reconstruction from unorganized points
Unknown Journal|1992
2.7k cit.
10
Display of surfaces from volume data
IEEE Computer Graphics and Applications|1988
2.4k cit.

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