Mike Zheng Shou
Associate Professor
Leads Show Lab on video understanding, video-language models, video diffusion generation and AI assistants.
Mike Zheng Shou's lab at NUS works on video understanding, image & video generation and large language models. 61 papers since 2023, 4 at top venues, mostly TPAMI and AAAI. 19 PhD students. 12 alumni, most often to NVIDIA and Alibaba. Applications close .
At a glance
- papers, 2023–2026
- 16/ year
- at T1 venues
- 7%
- PhD students
- 19
- MS students
- 0
- alumni listed
- 12
Papers by yearfrom the lab homepage, 2023–2026
- 37 papers2026 · T1 1 · collecting
- 13 papers2025 · T1 3
- 5 papers2024 · T1 0
- 6 papers2023 · T1 0
T1 venuesOtherVenues: TPAMI, AAAI, Neurocomputing
Research focuspaper titles that use each topic's words
- Image & video generation26 papers
- Video understanding18 papers
- video18 papers
- Large language models15 papers
- assistants0 papers
Paper list
From the lab homepage.
202637 papers
- Transactions on Machine Learning Research (TMLR), .A Survey on Foundations and Frontiers of Multimodal Agentic Frameworks: Techniques and Applications
- The European Conference on Computer Vision (ECCV), .AnyFlow: Any-Step Video Diffusion Model with On-Policy Flow Map Distillation
- The Forty-Third International Conference on Machine Learning (ICML), .Code2Video: A Code-centric Paradigm for Educational Video Creation
- The IEEE International Conference on Robotics and Automation (ICRA), .Cross-Embodiment Dexterous Hand Articulation Generation via Morphology-Aware Learning
- The Fourteenth International Conference on Learning Representations (ICLR), .D-AR: Diffusion via Autoregressive Models
- The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS), .DD-Ranking: Rethinking the Evaluation of Dataset Distillation
- The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), .Demo2Tutorial: From Human Experience to Multimodal Software Tutorials
- International Journal of Computer Vision (IJCV), .Diffusion Models in Robotics: A Survey
- The Fourteenth International Conference on Learning Representations (ICLR), .Draw-In-Mind: Rebalancing Designer-Painter Roles in Unified Multimodal Models Benefits Image Editing
- The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), .Edit2Perceive: Image Editing Diffusion Models Are Strong Dense Perceivers
- The Forty-Third International Conference on Machine Learning (ICML), .Escaping the Diversity Trap in Robotic Manipulation via Anchor-Centric Adaptation
- IEEE Transactions on Multimedia (TMM), .FedIGA: Improving Global Model Aggregation for Federated Self-Supervised Skeletal Action Recognition
202513 papers
- The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS), .CoFFT: Chain of Foresight-Focus Thought for Visual Language Models
- NeurocomputingColonNeRF: High-Fidelity Neural Reconstruction of Long Colonoscopy Neurocomputing
- TPAMI (T1)Diffusion-Driven Self-Supervised Learning for Shape Reconstruction and Pose Estimation
- The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS), .DOTA: Distributional Test-time Adaptation of Vision-Language Models
- The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS), .Improved Native Unified Multimodal Models
- Findings of Conference on Empirical Methods in Natural Language Processing (EMNLP), .InterFeedback: Unveiling Interactive Intelligence of Large Multimodal Models with Human Feedback
- TPAMI (T1)Language-4D Cross-Boosting for Generalized Zero-Shot 6DoF Tracking and 3D Reconstruction
- The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS), .macOSWorld: A Multilingual Interactive Benchmark for GUI Agents
- The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS), .OmniConsistency: Learning Style-Agnostic Consistency from Paired Stylization Data
- The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS), .PANDA: Towards Generalist Video Anomaly Detection via Agentic AI Engineer
- TPAMI (T1)SAM-I2V++: Efficiently Upgrading SAM for Promptable Video Segmentation
- The Thirty-Ninth Annual Conference on Neural Information Processing Systems (NeurIPS), .Sparse Image Synthesis via Joint Latent and RoI Flow
20245 papers
- Thirty-Third International Joint Conference on Artificial Intelligence (IJCAI), .Apprenticeship-Inspired Elegance: Synergistic Knowledge Distillation Empowers Spiking Neural Networks for Efficient Single-Eye Emotion Recognition
- Thirty-Eighth Conference on Neural Information Processing Systems (NeurIPS), .DoFIT: Domain-aware Federated Instruction Tuning with Alleviated Catastrophic Forgetting.
- Thirty-Eighth Conference on Neural Information Processing Systems (NeurIPS), .Exocentric-to-Egocentric Video Generation.
- IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), .Spiking-LEAF: A Learnable Auditory front-end for Spiking Neural Networks
- Thirty-Eighth Conference on Neural Information Processing Systems (NeurIPS), .Steganalysis on Digital Watermarking: Is Your Robustness a Maginot Line?
20236 papers
- Empirical Methods in Natural Language Processing (EMNLP), .GazeVQA: A Video Question Answering Dataset for Multiview Eye-Gaze Task-Oriented Collaborations.
- IEEE Conference on International Conference on Computer Vision (ICCV), . [projectHOSNeRF: Dynamic Human-Object-Scene Neural Radiance Fields from a Single Video.
- IEEE Conference on International Conference on Computer Vision (ICCV), .Label-Efficient Online Continual Object Detection in Streaming Video.
- The IEEE/CVF International Conference on Computer Vision (ICCV), .STPrivacy: Spatio-Temporal Privacy-Preserving Action Recognition
- The IEEE International Conference on Data Engineering (ICDE), .The Metaverse Data Deluge: What Can We Do About It?
- Thirty- Conference on Neural Information Processing Systems (NeurIPS), .XAGen: 3D Expressive Human Avatars Generation.
Where alumni went12 listed, 78% to industry
Industry 7Academia 2
Most often to
- NVIDIA
- Alibaba
- ByteDance
Also to
- Central South University
- University of Oxford
Apply to NUSFall 2027
School of Computing PhD in Computer Science
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
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- Fee
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Not yet confirmed for this intake.
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