Lizhuang Ma
Distinguished Professor
Directs the Digital Media and Computer Vision Laboratory, working on computer vision, digital media and computer animation.
Lizhuang Ma's lab at SJTU works on physics-based simulation & animation. 103 papers since 2023, 73 at top venues, mostly CVPR and AAAI. 16 PhD students and 13 master's students. 88 alumni, most often to SenseTime and Tencent. Applications close .
At a glance
- papers, 2023–2026
- 27/ year
- at T1 venues
- 71%
- PhD students
- 16
- MS students
- 13
- alumni listed
- 88
Papers by yearfrom the lab homepage, 2023–2026
- 16 papers2026 · T1 14 · collecting
- 41 papers2025 · T1 26
- 30 papers2024 · T1 20
- 16 papers2023 · T1 13
T1 venuesOtherVenues: CVPR, AAAI, ICCV, ACM MM, ECCV
Research focuspaper titles that use each topic's words
- Physics-based simulation & animation5 papers
- media0 papers
- digital0 papers
- computer animation0 papers
- computer vision0 papers
Paper list
From the lab homepage.
202616 papers
- CVPR (T1)Beyond [CLS] Token: Query-Driven Token-Level Forgery Purification for Generalizable Deepfake Detection (opens in a new tab)
- Pattern RecognitionConstrained and Directional Ensemble Attention for Facial Action Unit Detection
- ECCV (T1)Cycle-World: Mitigating Error Accumulation in Long-Term Video World Models via Reverse-Prediction Cycle Consistency (opens in a new tab)
- AAAI (T1)Diffusion Implicit Policy for Unpaired Scene-Aware Motion Synthesis (opens in a new tab)
- ECCV (T1)DiNBV-Grasp: Real-Time Distance-Aware Two-Stage Next-Best-View for Robotic Grasping (opens in a new tab)
- ECCV (T1)EgoSim: Egocentric World Simulator for Embodied Interaction Generation (opens in a new tab)
- ECCV (T1)FLEG: Feed-Forward Language Embedded Gaussian Splatting from Any Views via Compact Semantic Representation (opens in a new tab)
- AAAI (T1)LidarPainter: One-Step Away from Any LiDAR View to Novel Guidance (opens in a new tab)
- Pattern RecognitionMMoFusion: Multi-Modal Co-Speech Motion Generation with Diffusion Model
- AAAI (T1)Multi-Step Deformable Gaussian Splatting for Dynamic Scene Rendering (opens in a new tab)
- CVPR (T1)Open the Motion Door: Atomic Motion Decomposition and Recomposition for Open-Vocabulary Motion Generation (opens in a new tab)
- AAAI (T1)PointDGRWKV: Generalizing RWKV-Like Architecture to Unseen Domains for Point Cloud Classification (opens in a new tab)
202541 papers
- CVPR (T1)3D Gaussian Head Avatars with Expressive Dynamic Appearances by Compact Tensorial Representations (opens in a new tab)
- CVPR (T1)ATA: Adaptive Transformation Agent for Text-Guided Subject-Position Variable Background Inpainting (opens in a new tab)
- TVCGAttentionPainter: An Efficient and Adaptive Stroke Predictor for Scene Painting
- ICMEBEAR: A Video Dataset for Fine-Grained Behaviors Recognition Oriented with Action and Environment Factors (opens in a new tab)
- TVCGCloudMix: Dual Mixup Consistency for Unpaired Point Cloud Completion
- Pattern RecognitionCurvNet: Latent Contour Representation and Iterative Data Engine for Curvature Angle Estimation
- Pattern RecognitionDANIM: Domain Adaptation Network with Intermediate Domain Masking for Night-Time Scene Parsing
- TIP (T1)Diverse Target and Contribution Scheduling for Domain Generalization
- ICMEDomain Generalization via Discrete Codebook Learning (opens in a new tab)
- AAAI (T1)DrivingForward: Feed-Forward 3D Gaussian Splatting for Driving Scene Reconstruction from Flexible Surround-View Input (opens in a new tab)
- AAAI (T1)FastLGS: Speeding Up Language Embedded Gaussians with Feature Grid Mapping (opens in a new tab)
- ICCV (T1)From Enhancement to Understanding: Build a Generalized Bridge for Low-Light Vision via Semantically Consistent Unsupervised Fine-Tuning (opens in a new tab)
202430 papers
- TVCG3DFaceShop: Explicitly Controllable 3D-Aware Portrait Generation
- AAAI (T1)A Theory of Non-Acyclic Generative Flow Networks (opens in a new tab)
- SIGGRAPH Asia (T1)ADR-Gaussian: Accelerating Gaussian Splatting with Adaptive Radius (opens in a new tab)
- CVPR (T1)BA-SAM: Scalable Bias-Mode Attention Mask for Segment Anything Model (opens in a new tab)
- Findings of ACLCodeAttack: Revealing Safety Generalization Challenges of Large Language Models via Code Completion (opens in a new tab)
- ACM MMCoMD: Training-Free Video Motion Transfer with Camera-Object Motion Disentanglement (opens in a new tab)
- AAAI (T1)Continuous Piecewise-Affine Based Motion Model for Image Animation (opens in a new tab)
- CVPR (T1)CoTR: Compact Occupancy Transformer for Vision-Based 3D Occupancy Prediction (opens in a new tab)
- ECCV (T1)DG-PIC: Domain Generalized Point-in-Context Learning for Point Cloud Understanding (opens in a new tab)
- ACM MMDGMamba: Domain Generalization via Generalized State Space Model (opens in a new tab)
- AAAI (T1)Domain-Hallucinated Updating for Multi-Domain Face Anti-Spoofing (opens in a new tab)
- ECCV (T1)Dropout Mixture Low-Rank Adaptation for Visual Parameter-Efficient Fine-Tuning (opens in a new tab)
202316 papers
- AAAI (T1)Adaptive Hierarchy-Branch Fusion for Online Knowledge Distillation (opens in a new tab)
- TIP (T1)Boosting Night-Time Scene Parsing with Learnable Frequency
- ICCV (T1)Contrastive Pseudo Learning for Open-World Deepfake Attribution (opens in a new tab)
- AAAI (T1)CRIN: Rotation-Invariant Point Cloud Analysis and Rotation Estimation via Centrifugal Reference Frame (opens in a new tab)
- ACM MMDouble Doodles: Sketching Animation in Immersive Environment with 3+6 DOFs Motion Gestures (opens in a new tab)
- TOMMFrequency-Aware Camouflaged Object Detection
- CVPR (T1)Instance-Aware Domain Generalization for Face Anti-Spoofing (opens in a new tab)
- ICCV (T1)LiDAR-Camera Panoptic Segmentation via Geometry-Consistent and Semantic-Aware Alignment (opens in a new tab)
- ICCV (T1)Make-It-3D: High-Fidelity 3D Creation from a Single Image with Diffusion Prior (opens in a new tab)
- TMI (T1)MISSU: 3D Medical Image Segmentation via Self-Distilling TransUNet
- ICCV (T1)Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model Adaptation (opens in a new tab)
- ICCV (T1)Remembering Normality: Memory-Guided Knowledge Distillation for Unsupervised Anomaly Detection (opens in a new tab)
Where alumni went88 listed, 57% to industry
Industry 24Academia 18
Most often to
- SenseTime
- Tencent
- Alibaba
Also to
- East China Normal University
- Shanghai Jiao Tong University
- Shanghai University
Apply to SJTUFall 2027
Computer Science PhD (international applicants)
- Round
- Self-funded
- Opens
- —
- GRE
- See program page
- English
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- Fee
- See program page
Not yet confirmed for this intake.
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