Ziwei Liu
Associate Professor
Works on computer vision, generative models and computer graphics, including 3D and 4D content generation and multimodal foundation models.
Ziwei Liu's lab at NTU works on 3D vision & neural rendering, vision-language & multimodal and generative & foundation models. 263 papers since 2023. 13 PhD students. 10 alumni, most often to Meta and Alibaba.
At a glance
- papers, 2023–2026
- 69/ year
- at T1 venues
- 0%
- PhD students
- 13
- MS students
- 0
- alumni listed
- 10
Papers by yearfrom the lab homepage, 2023–2026
- 53 papers2026 · T1 0 · collecting
- 80 papers2025 · T1 0
- 71 papers2024 · T1 0
- 59 papers2023 · T1 0
T1 venuesOther
Research focuspaper titles that use each topic's words
- Generative & foundation models44 papers
- Vision-language & multimodal35 papers
- 3D vision & neural rendering32 papers
- multimodal foundation2 papers
- content generation1 paper
Paper list
From the lab homepage.
202653 papers
- International Journal of Computer Vision (IJCV)3D Scene Generation: A Survey
- International Conference on Machine Learning (ICML)A Very Big Video Reasoning Suite
- IEEE Transactions on Visualization and Computer Graphics (TVCG)AniFeats: Animate 3D Feature Meshes for Character Video Generation
- NeurIPS (Evaluations & Datasets Track)Apple-π: Benchmarking Thinking with Video Towards Law-Grounded Physical Intelligence
- IEEE Robotics and Automation Letters (RA-L)BFA++: Hierarchical Best-Feature-Aware Token Prune for Multi-View Vision Language Action Model
- Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Collaborative Multi-Modal Coding for High-Quality 3D Generation
- Empirical Methods in NLP (EMNLP Findings)Demo-ICL: In-Context Learning for Procedural Video Knowledge Acquisition
- European Conference on Computer Vision (ECCV)Demystifing Video Reasoning
- Neural Information Processing Systems (NeurIPS)DynamicVLA: A Vision-Language-Action Model for Dynamic Object Manipulation
- Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Ego-R1: Chain-of-Tool-Thought for Ultra-Long Egocentric Video Reasoning
- Empirical Methods in NLP (EMNLP)EgoTools: Towards Tool-Centric Reasoning in Real-World Egocentric Videos
- Inter. Conference on Learning Representations (ICLR)EgoTwin: Dreaming Body and View in First Person
202580 papers
- Computer Vision and Pattern Recognition (CVPR)3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion
- NeurIPS (Datasets and Benchmarks Track)3EED: Ground Everything Everywhere in 3D
- ACM Multimedia (ACM MM)A Motion is Worth a Hybrid Sentence: Taming Language Model for Unified Motion Generation by Fine-grained Planning
- International Conference on Computer Vision (ICCV)Are VLMs Ready for Autonomous Driving? An Empirical Study from the Reliability, Data and Metric Perspectives
- Computer Vision and Pattern Recognition (CVPR)AudCast: Audio-Driven Human Video Generation by Cascaded Diffusion Transformers
- Inter. Conference on Learning Representations (ICLR)AvatarGO: Zero-shot 4D Human-Object Interaction Generation and Animation
- International Journal of Computer Vision (IJCV)Bamboo: Building Mega-Scale Vision Dataset Continually with Human-Machine Synergy
- Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Benchmarking and Analyzing Generative Data for Visual Recognition
- Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Benchmarking and Improving Bird's Eye View Perception Robustness in Autonomous Driving
- Winter Conf. on Applications of Computer Vision (WACV)Calib3D: Calibrating Model Preferences for Reliable 3D Scene Understanding
- Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Compositional Generative Model of Unbounded 4D Cities
- International Journal of Computer Vision (IJCV)Cosh-DiT: Co-Speech Gesture Video Synthesis via Hybrid Audio-Visual Diffusion Transformers
202471 papers
- European Conference on Computer Vision (ECCV)4D Contrastive Superflows are Dense 3D Representation Learners
- Neural Information Processing Systems (NeurIPS)AID: Attention Interpolation of Text-to-Image Diffusion
- Computer Vision and Pattern Recognition (CVPR)AiOS: All-in-One-Stage Expressive Human Pose and Shape Estimation
- Computer Vision and Pattern Recognition (CVPR)CityDreamer: Compositional Generative Model of Unbounded 3D Cities
- Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Class-Incremental Learning: A Survey
- European Conference on Computer Vision (ECCV)ComboVerse: Compositional 3D Assets Creation Using Spatially-Aware Diffusion Guidance
- European Conference on Computer Vision (ECCV)Deep Nets with Subsampling Layers Unwittingly Discard Useful Activations at Test-Time
- International Journal of Computer Vision (IJCV)DeepFake-Adapter: Dual-Level Adapter for DeepFake Detection
- Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Detecting and Grounding Multi-Modal Media Manipulation and Beyond
- Computer Vision and Pattern Recognition (CVPR)Digital Life Project: Autonomous 3D Characters with Social Intelligence
- Inter. Conference on Learning Representations (ICLR)DreamGaussian: Generative Gaussian Splatting for Efficient 3D Content Creation
- Inter. Conference on Learning Representations (ICLR)Duolando: Follower GPT with Off-Policy Reinforcement Learning for Dance Accompaniment
202359 papers
- Neural Information Processing Systems (NeurIPS)4D Panoptic Scene Graph Generation
- Transactions on Pattern Analysis and Machine Intelligence (TPAMI)Bailando++: 3D Dance GPT with Choreographic Memory
- International Conference on Machine Learning (ICML)BiBench: Benchmarking and Analyzing Network Binarization
- International Conference on Computer Vision (ICCV)Cloth2Body: Generating 3D Human Body Mesh from 2D Clothing
- Computer Vision and Pattern Recognition (CVPR)Collaborative Diffusion for Multi-Modal Face Generation and Editing
- Pattern Recognition (PR)Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup
- International Conference on Computer Vision (ICCV)Deep Geometrized Cartoon Line Inbetweening
- International Conference on Computer Vision (ICCV)DeformToon3D: Deformable 3D Toonification from Neural Radiance Fields
- Computer Vision and Pattern Recognition (CVPR)Detecting and Grounding Multi-Modal Media Manipulation
- Inter. Conference on Learning Representations (ICLR)DiffMimic: Efficient Motion Mimicking with Differentiable Physics
- International Conference on Computer Vision (ICCV)DNA-Rendering: A Diverse Neural Actor Repository for High-Fidelity Human-centric Rendering
- SIGGRAPH (Conference Track)Efficient Video Portrait Reenactment via Grid-based Codebook
Where alumni went10 listed, 100% to industry
Industry 10Academia 0
Most often to
- Meta
- Alibaba
- AMI Labs
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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25 T1
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