Xingang Pan
Nanyang Assistant Professor
Works on generative AI, computer vision and graphics, including controllable image and 3D generation.
Xingang Pan's lab at NTU works on 3D vision & neural rendering, generative & foundation models and generative 3D & visual content. 41 papers since 2023, 9 at top venues, mostly SIGGRAPH Asia and TOG. 13 PhD students. 1 alumnus.
At a glance
- papers, 2023–2026
- 11/ year
- at T1 venues
- 22%
- PhD students
- 13
- MS students
- 0
- alumni listed
- 1
Papers by yearfrom the lab homepage, 2023–2026
- 12 papers2026 · T1 0 · collecting
- 13 papers2025 · T1 2
- 8 papers2024 · T1 3
- 8 papers2023 · T1 4
T1 venuesOtherVenues: SIGGRAPH Asia, TOG, SIGGRAPH
Research focuspaper titles that use each topic's words
- Generative & foundation models9 papers
- generation8 papers
- 3D vision & neural rendering7 papers
- Generative 3D & visual content5 papers
- controllable0 papers
Paper list
From the lab homepage.
202612 papers
- International Conference on Machine Learning ( ICML )4RC: 4D Reconstruction via Conditional Querying Anytime and Anywhere
- International Conference on Machine Learning ( ICML )BokehDepth: Enhancing Monocular Depth Estimation through Bokeh Generation
- Advances in Neural Information Processing Systems ( NeurIPS )ClothTransformer: Unified Latent-Space Transformers for Scalable Cloth Simulation
- European Conference on Computer Vision ( ECCV )From Sparse to Dense: Multi-View GRPO for Flow Models via Augmented Condition Space
- Advances in Neural Information Processing Systems ( NeurIPS )Holo4D: Holistic 4D Reconstruction as Geometric Control for Video Diffusion
- International Conference on Learning Representations ( ICLR )PI-Light: Physics-Inspired Diffusion for Full-Image Relighting
- International Conference on Learning Representations ( ICLR )STream3R: Scalable Sequential 3D Reconstruction with Causal Transformer
- Advances in Neural Information Processing Systems ( NeurIPS )The Surprising Effectiveness of Video Diffusion Models for Hand Motion Reconstruction
- European Conference on Computer Vision ( ECCV )Towards Geometry-Grounded Dense Semantic Matching with VGGT Priors
- Advances in Neural Information Processing Systems ( NeurIPS )Track4D: Representing Dense 3D Tracking for Video Diffusion Models
- Computer Vision and Pattern Recognition ( CVPR )Trainable Log-linear Sparse Attention for Efficient Diffusion Transformers
- Computer Vision and Pattern Recognition ( CVPR ) FindingsVideo4Spatial: Towards Visuospatial Intelligence with Context-Guided Video Generation
202513 papers
- Computer Vision and Pattern Recognition ( CVPR )3DEnhancer: Consistent Multi-View Diffusion for 3D Enhancement
- Computer Vision and Pattern Recognition ( CVPR )Alias-free Latent Diffusion Models: Improving Fractional Shift Equivariance of Diffusion Latent Space
- SIGGRAPH Asia (T1)ArtiLatent: Realistic Articulated 3D Object Generation via Structured Latents
- SIGGRAPH Asia (T1)Bokeh Diffusion: Defocus Blur Control in Text-to-Image Diffusion Models
- International Conference on Computer Vision ( ICCV )Epona: Autoregressive Diffusion World Model for Autonomous Driving
- International Conference on Computer Vision ( ICCV )FreeFlux: Understanding and Exploiting Layer-Specific Roles in RoPE-Based MMDiT for Versatile Image Editing
- International Conference on Learning Representations ( ICLR )GaussianAnything: Interactive Point Cloud Latent Diffusion for 3D Generation
- Computer Vision and Pattern Recognition ( CVPR )Neural LightRig: Unlocking Accurate Object Normal and Material Estimation with Multi-Light Diffusion
- Computer Vision and Pattern Recognition ( CVPR )SAR3D: Autoregressive 3D Object Generation and Understanding via Multi-scale 3D VQVAE
- International Conference on Computer Vision ( ICCV )Textured 3D Regenerative Morphing with 3D Diffusion Prior
- International Conference on Computer Vision ( ICCV )TokensGen: Harnessing Condensed Tokens for Long Video Generation
- International Conference on Learning Representations ( ICLR )Trajectory Attention For Fine-grained Video Motion Control
20248 papers
- European Conference on Computer Vision ( ECCV )ComboVerse: Compositional 3D Assets Creation Using Spatially-Aware Diffusion Guidance
- Computer Vision and Pattern Recognition ( CVPR )DiffMorpher: Unleashing the Capability of Diffusion Models for Image Morphing
- TOG (T1)HQ3DAvatar: High Quality Implicit 3D Head Avatar
- SIGGRAPH Asia (T1)I2VEdit: First-Frame-Guided Video Editing via Image-to-Video Diffusion Models
- TOG (T1)Learning Images Across Scales Using Adversarial Training
- European Conference on Computer Vision ( ECCV )LN3Diff: Scalable Latent Neural Fields Diffusion for Speedy 3D Generation
- Computer Vision and Pattern Recognition ( CVPR )MVIP-NeRF: Multi-view 3D Inpainting on NeRF Scenes via Diffusion Prior
- Advances in Neural Information Processing Systems ( NeurIPS )Video Diffusion Models are Training-free Motion Interpreter and Controller
20238 papers
- TOG (T1)A Neural Implicit Representation for the Image Stack: Depth, All in Focus, and High Dynamic Range
- International Conference on Computer Vision ( ICCV )AssetField: Assets Mining and Reconfiguration in Ground Feature Plane Representation
- TOG (T1)AvatarStudio: Text-driven Editing of 3D Dynamic Human Head Avatars
- SIGGRAPH (T1)Drag Your GAN: Interactive Point-based Manipulation on the Generative Image Manifold
- International Conference on Computer Vision ( ICCV )GlowGAN: Unsupervised Learning of HDR Images from LDR Images in the Wild
- Computer Vision and Pattern Recognition ( CVPR )Grid-guided Neural Radiance Fields for Large Urban Scenes
- SIGGRAPH Asia (T1)HyperDreamer: Hyper-Realistic 3D Content Generation and Editing from a Single Image
- International Conference on Learning Representations ( ICLR )Voxurf: Voxel-based Efficient and Accurate Neural Surface Reconstruction
Where alumni went1 listed, 0% to industry
Industry 0Academia 1
Also to
- University of Oxford
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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