Changjian Li
Lecturer in Graphics, Simulation and Visual Computing
Researches 3D generation and analysis, including sketch-based and CAD modelling, 3D animation, video generation and point cloud processing.
Changjian Li's lab at Edinburgh works on geometry processing & modeling, physics-based simulation & animation and image & video generation. 22 papers since 2023, 5 at top venues, mostly ICCV and TOG. 5 PhD students. 2 alumni.
At a glance
- papers, 2023–2026
- 6/ year
- at T1 venues
- 23%
- PhD students
- 5
- MS students
- 0
- alumni listed
- 2
Papers by yearfrom the lab homepage, 2023–2026
- 5 papers2026 · T1 1 · collecting
- 11 papers2025 · T1 3
- 5 papers2024 · T1 1
- 1 papers2023 · T1 0
T1 venuesOtherVenues: ICCV, TOG, CGF, NeurIPS, TVCG
Research focuspaper titles that use each topic's words
- Physics-based simulation & animation3 papers
- Image & video generation3 papers
- Geometry processing & modeling2 papers
- generation2 papers
- sketch-based1 paper
Paper list
From the lab homepage.
20265 papers
- CGFA Study of the Design Space of Motion and Disocclusion Control in Video Generation
- TOG (T1)B-repLer: Language-guided Editing of CAD Models
- ACM Conference on Human Factors in Computing Systems (CHI)DancingBox: A Lightweight MoCap System for Character Animation from Physical Proxies
- IEEE Computer Graphics and Applications, 46(3)Intelligent CAD in the Age of AI
- ACM Transaction on Graphics, 45(4), , proceedings of SIGGRAPHSketch2Arti: Sketch-based Articulation Modeling of CAD Objects
202511 papers
- ICCV (T1)CanFields: Consolidating Diffeomorphic Flows for Non-Rigid 4D Interpolation from Arbitrary-Length Sequences
- Medical Image Analysis (MedIA)CLIK-Diffusion: Clinical Knowledge-informed Diffusion Model for Tooth Alignment
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)CrossSDF: 3D Reconstruction of Thin Structures From Cross-Sections
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)DepthCues: Evaluating Monocular Depth Perception in Large Vision Models
- NeurIPS (T1)Interactive Anomaly Detection for Articulated Objects via Motion Anticipation
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Odd-One-Out: Anomaly Detection by Comparing with Neighbors
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)PCDreamer: Point Cloud Completion Through Multi-view Diffusion Priors
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)PoseTraj: Pose-Aware Trajectory Control in Video Diffusion
- ACM Transaction on Graphics, 44(4), , proceedings of SIGGRAPHSketch2Anim: Towards Transferring Sketch Storyboards into 3D Animation
- International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)VesselSDF : Distance Field Priors for Vascular Network Reconstruction
- ICCV (T1)VQ-SGen: A Vector Quantized Stroke Representation for Creative Sketch Generation
20245 papers
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)ContextSeg: Sketch Semantic Segmentation by Querying the Context with Attention
- TOG (T1)DiffCSG: Differentiable CSG via Rasterization
- —Geometry-Aware Attenuation Field Learning for Sparse-View CBCT Reconstruction
- IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)Looking 3D: Anomaly Detection with 2D-3D Alignment
20231 paper
- TVCGiPUNet: Iterative Cross Field Guided Point Cloud Upsampling
Where alumni went2 listed, 0% to industry
Industry 0Academia 2
Also to
- Shandong University
- University of Edinburgh
Apply to EdinburghFall 2027
Not announced yet
Informatics PhD
- Round
- Rolling (funding consideration)
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- none
Not yet confirmed for this intake.
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- The lab homepage
- Members
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