About Me
I am a fourth-year Ph.D. candidate in the Department of Computer Science at Wayne State University, advised by Prof. Zhizhong Han. I obtained my B.S. degree from Sichuan University and my M.S. degree from Tongji University. My research focuses on 3D computer vision, with an emphasis on scalable 3D scene representations and advancing SLAM systems to achieve greater robustness, accuracy, efficiency, and scalability. I work on leveraging deep learning and modern 3D representations to improve localization, mapping, and real-time performance in complex environments.
🔥 News
- 2025.05: 🎉🎉 I won the Graduate Student Professional Travel Award!
- 2025.05: 🎉🎉 Our paper VTGaussian-SLAM is accepted to ICML 2025!
- 2023.09: 🎉🎉 I won the Graduate Student Professional Travel Award!
- 2023.09: 🎉🎉 Our paper DFPrior is accepted to NeurIPS 2023!
- 2022.08: 🎉🎉 I won the Thomas C. Rumble University Graduate Fellowships!
📝 Publications
VTGaussian-SLAM: RGBD SLAM for Large Scale Scenes with Splatting View-Tied 3D Gaussians
Pengchong Hu,
Zhizhong Han
ICML, 2025
[Paper]
[Project]
[Code]
Learning Neural Implicit through Volume Rendering with Attentive Depth Fusion Priors
Pengchong Hu,
Zhizhong Han
NeurIPS, 2023
[Paper]
[Project]
[Code]
🎖 Honors and Awards
- 2025.05, Graduate Student Professional Travel Award, Wayne State University.
- 2023.09, Graduate Student Professional Travel Award, Wayne State University.
- 2022.08, Thomas C. Rumble University Graduate Fellowships, Wayne State University.
📖 Educations
- 2022.09 - Present, Ph.D. Candidate, Department of Computer Science, Wayne State University, Detroit, MI, USA
- 2019.09 - 2022.06, M.S. in Mathematical Sciences, Tongji University, Shanghai, China
- 2014.09 - 2018.06, B.S. in Mathematics, Sichuan University, Chengdu, China
💻 Academic Services
- Reviewer for conferences: ICML, NeurIPS, ICLR, CVPR, ICCV, IJCAI, AAAI, AISTATS