Tingxuan Huang (黄霆暄)

Incoming Ph.D. Student, Tsinghua University, School of Software, Beijing, China Email: htx0601@126.com [Google Scholar] [GitHub]

About Me

I am an incoming Ph.D. student at the School of Software, Tsinghua University, advised by Prof. Bin Wang, where I will begin my doctoral studies in Fall 2025. My research focuses on 3D Graphics and 3D Scene Reconstruction, with current interests in 3D Gaussian Splatting (3DGS), dynamic scene reconstruction, and photorealistic video generation.

I am currently completing my Master's degree at Northeastern University, advised by Prof. Dongyue Chen. My previous research spans 3D Vision and Machine Learning, with publications at top-tier venues including CVPR, ICCV, AAAI, and ICLR.

Research Interests

• 3D Graphics
• 3D Gaussian Splatting (3DGS)
• Dynamic Scene Reconstruction
• Neural Rendering
• Machine Learning for 3D Vision
• Depth Completion

Education

• Ph.D., Tsinghua University, 2025 – Present
  Major: Computer Graphics, School of Software
• M.S., Northeastern University, 2022 – 2025
  Major: Pattern Recognition and Intelligent Systems
• B.E., Northeastern University, 2018 – 2022
  Major: Control Science and Engineering

Publications

• Mango-GS: Enhancing Spatio-Temporal Consistency in Dynamic Scenes Reconstruction using Multi-Frame Node-Guided 4D Gaussian Splatting
  Tingxuan Huang, Haowei Zhu, Jun-hai Yong, Hao Pan, Bin Wang
  ICLR 2026
• DriveScape: High-Resolution Driving Video Generation by Multi-View Feature Fusion
  Wei Wu, Xi Guo, Weixuan Tang, Tingxuan Huang, Chiyu Wang, Chenjing Ding
  CVPR 2025
• Efficient Indoor Depth Completion Network using Mask-adaptive Gated Convolution
  Tingxuan Huang, Jiacheng Miao, Shizhuo Deng, Tong Jia, Dongyue Chen
  AAAI 2025
• AGG-Net: Attention Guided Gated-convolutional Network for Depth Image Completion
  Dongyue Chen, Tingxuan Huang, et al.
  ICCV 2023