Chuanxia Zheng
Nanyang Assistant Professor
Works on physical and spatial AI, including 3D and 4D reconstruction, occlusion and motion perception, and physics-aware generation.
Chuanxia Zheng's lab at NTU works on 3D vision & neural rendering, video understanding and robot perception & SLAM. 31 papers since 2023, 26 at top venues, mostly CVPR and NeurIPS. 11 PhD students. 2 alumni, most often to Apple and ByteDance.
At a glance
- papers, 2023–2026
- 8/ year
- at T1 venues
- 84%
- PhD students
- 11
- MS students
- 0
- alumni listed
- 2
Papers by yearfrom the lab homepage, 2023–2026
- 9 papers2026 · T1 8 · collecting
- 8 papers2025 · T1 5
- 10 papers2024 · T1 9
- 4 papers2023 · T1 4
T1 venuesOtherVenues: CVPR, NeurIPS, ICCV, ECCV, ICLR
Research focuspaper titles that use each topic's words
- 3D vision & neural rendering8 papers
- Video understanding4 papers
- physical2 papers
- Robot perception & SLAM0 papers
- spatial0 papers
Paper list
From the lab homepage.
20269 papers
- NeurIPS (T1)AnyHand: A Large-Scale Synthetic Dataset for RGB(-D) Hand Pose Estimation
- NeurIPS (T1)Articraft: An Agentic System for Scalable Articulated 3D Asset Generation
- NeurIPS (T1)Instruct-Particulate: Scaling Feed-Forward 3D Object Articulation with Kinematic Control
- 3DVLearning Compact 3D Gaussians via Feed-Forward Point Fusion
- CVPR (T1)Mesh4D: 4D Mesh Reconstruction and Tracking from Monocular Video
- CVPR (T1)MotionCrafter: Dense Geometry and Motion Reconstruction with a 4D VAE
- ICLR (T1)NOVA3R: Non-pixel-aligned Visual Transformer for Amodal 3D Reconstruction
- CVPR (T1)Particulate: Feed-Forward 3D Object Articulation
- ECCV (T1)Syn4D: A Multiview Synthetic 4D Dataset
20258 papers
- ICCV (T1)Amodal3R: Amodal 3D Reconstruction from Occluded 2D Images
- ICCV (T1)DSO: Aligning 3D Generators with Simulation Feedback for Physical Soundness
- T-PAMIExplicit Correspondence Matching for Generalizable Neural Radiance Fields
- 3DVFlash3D: Feed-Forward Generalisable 3D Scene Reconstruction from a Single Image
- ICCV (T1)Geo4D: Leveraging Video Generators for Geometric 4D Scene Reconstruction
- TMMOne-shot Human Motion Transfer via Occlusion-Robust Flow Prediction and Neural Texturing
- ICCV (T1)Puppet-Master: Scaling Interactive Video Generation as a Motion Prior for Part-Level Dynamics
- ICLR (T1)Semantix: An Energy Guided Sampler for Semantic Style Transfer
202410 papers
- NeurIPS (T1)A General Protocol to Probe Large Vision Models for 3D Physical Understanding
- CVPR (T1)A Versatile Plug-and-Play Module for Rectifying Diffusion Schedule Flaws and Enhancing Low-Frequency Controls
- CVPR (T1)Amodal Ground Truth and Completion in the Wild
- T-PAMIBridging Global Context Interactions for High-Fidelity Pluralistic Image Completion
- ECCV (T1)ClusteringSDF: Self-Organized Neural Implicit Surfaces for 3D Decomposition
- ECCV (T1)DragAPart: Learning a Part-Level Motion Prior for Articulated Objects
- CVPR (T1)Free3D: Consistent Novel View Synthesis without 3D Representation
- ECCV (T1)MVSplat: Efficient 3D Gaussian Splatting from Sparse Multi-View Images
- NeurIPS (T1)MVSplat360: Feed-Forward 360 Scene Synthesis from Sparse Views
- ICLR (T1)PanoDiffusion: 360-degree Panorama Outpainting via Diffusion
20234 papers
- NeurIPS (T1)Cocktail🍸: Mixing Multi-Modality Controls for Text-Conditional Image Generation
- ICCV (T1)Online clustered codebook
- ICLR (T1)UniD3: Unified Discrete Diffusion for Simultaneous Vision-Language Generation
- ICML (T1)Vector Quantized Wasserstein Auto-Encoder
Where alumni went2 listed, 100% to industry
Industry 2Academia 0
Most often to
- Apple
- ByteDance
Apply to NTUFall 2027
Not announced yet
Computing and Data Science PhD
- Round
- Main
- Opens
- —
- GRE
- not required
- English
- TOEFL/IELTS
- Fee
- See program page
Not yet confirmed for this intake.
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