Hi, this is Chuxin Wang.

Biography

Hi! I am a PhD student in Department of Automation at University of Science and Technology of China, advised by Prof. Weiren Wu and Tianzhu Zhang.

My research primarily focuses on 3D computer vision, including vision-3D foundation models, self-supervised/semi-supervised learning, 3D scene understanding, and representation learning.

Previously, I interned with the Visual Computing Group at Microsoft Research Asia (2020-2021) and Deep Space Exploration Laboratory (2024-2025).

News 🔥

Experiences 📖

Feb. 2024 - Now: Algorithm development intern, DSEL
Sep. 2021 - Now: PhD Student, USTC
Jul. 2020 - Jun. 2021: Research intern, MSRA (VC Group)
Sep. 2017 - Jun. 2021: Undergraduate, USTC

Publications

* denotes equal contribution. More publications can be found in Google Scholar.

论文图片
StruMamba3D: Exploring Structural Mamba for Self-supervised Point Cloud Representation Learning
Chuxin Wang, Yixin Zha, Wenfei Yang, Tianzhu Zhang
ICCV 2025
论文图片
State Space Model Meets Transformer: A New Paradigm for 3D Object Detection
Chuxin Wang, Wenfei Yang, Xiang Liu, Tianzhu Zhang
ICLR 2025
论文图片
Rethinking Masked Representation Learning for 3D Point Cloud Understanding
Chuxin Wang, Yixin Zha, Jianfeng He, Wenfei Yang, Tianzhu Zhang
TIP 2024
论文图片
Not Every Side Is Equal: Localization Uncertainty Estimation for Semi-Supervised 3D Object Detection
Chuxin Wang, Wenfei Yang, Tianzhu Zhang
ICCV 2023
论文图片
Long-short Range Adaptive Transformer with Dynamic Sampling for 3D Object Detection
Chuxin Wang, Jiacheng Deng, Jianfeng He, Tianzhu Zhang, Zhe Zhang, Yongdong Zhang
TCSVT 2023
论文图片
Exploring Semantic Masked Autoencoder for Self-supervised Point Cloud Understanding
Yixin Zha*, Chuxin Wang*, Wenfei Yang, Tianzhu Zhang
IJCAI 2025
论文图片
SE-ORNet: Self-Ensembling Orientation-aware Network for Unsupervised Point Cloud Shape Correspondence
Jiacheng Deng*, Chuxin Wang*, Jiahao Lu, Jianfeng He, Tianzhu Zhang, Jiyang Yu, Zhe Zhang
CVPR 2023
论文图片
Style-based Point Generator with Adversarial Rendering for Point Cloud Completion
Chulin Xie*, Chuxin Wang*, Bo Zhang, Hao Yang, Dong Chen, Fang Wen
CVPR 2021
论文图片
Exploring Vision Semantic Prompt for Efficient Point Cloud Understanding
Yixin Zha, Chuxin Wang, Wenfei Yang, Xiang Liu, Tianzhu Zhang, Feng Wu
ICML 2025
论文图片
QRT3D: Query Refinement Transformer for 3D Instance Segmentation
Jiahao Lu, Jiacheng Deng, Chuxin Wang, Jianfeng He, Tianzhu Zhang
ICCV 2023
论文图片
Pamba: Enhancing Global Interaction in Point Clouds via State Space Model
Zhuoyuan Li, Yubo Ai, Jiahao Lu, Chuxin Wang, Jiacheng Deng, Hanzhi Chang, Yanzhe Liang, Wenfei Yang, Shifeng Zhang, Tianzhu Zhang
AAAI 2025
论文图片
ScaleDepth: Decomposing Metric Depth Estimation into Scale Prediction and Relative Depth Estimation
Ruijie Zhu, Chuxin Wang, Ziyang Song, Li Liu, Tianzhu Zhang, Yongdong Zhang
Arxiv 2024
论文图片
EC-Depth: Exploring the consistency of self-supervised monocular depth estimation under challenging scenes
Ziyang Song*, Ruijie Zhu*, Chuxin Wang, Jiacheng Deng, Jianfeng He, Tianzhu Zhang
Arxiv 2023

Academic Services

Conference Reviewer

  • IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
  • International Conference on Computer Vision (ICCV)
  • European Conference on Computer Vision (ECCV)
  • Conference on Neural Information Processing Systems (NeurIPS)
  • Association for the Advancement of Artificial Intelligence (AAAI)
  • International Conference on Learning Representations (ICLR)
  • International Conference on Machine Learning (ICML)
  • International Conference on Artificial Intelligence and Statistics (AISTATS)

Journal Reviewer

  • IEEE Transactions on Image Processing (TIP)
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

Honors and Awards

Oct. 2024: First-Class Academic Scholarship for PhD Students, USTC
Mar. 2024: Outstanding Student, Deep Space Exploration Laboratory, USTC
Oct. 2023: First-Class Academic Scholarship for PhD Students, USTC
Oct. 2023: National Scholarship of China (Master)
Oct. 2022: First-Class Academic Scholarship for Master Students, USTC
Oct. 2021: First-Class Academic Scholarship for Master Students, USTC
Jun. 2021: Outstanding Graduate and Thesis (Undergraduate), USTC
Nov. 2020: National Scholarship of China (Undergraduate)