Yueming Jin
Assistant Professor
Works on surgical AI and medical image analysis, including surgical video understanding.
Yueming Jin's lab at NUS works on medical imaging & healthcare AI. 32 papers since 2023, 24 at top venues, mostly TMI and AAAI. 15 PhD students and 4 master's students. 3 alumni. Applications close .
At a glance
- papers, 2023–2026
- 8/ year
- at T1 venues
- 75%
- PhD students
- 15
- MS students
- 4
- alumni listed
- 3
Papers by yearfrom the lab homepage, 2023–2026
- 10 papers2026 · T1 7 · collecting
- 11 papers2025 · T1 8
- 9 papers2024 · T1 8
- 2 papers2023 · T1 1
T1 venuesOtherVenues: TMI, AAAI, MICCAI, RA-L, ICML
Research focuspaper titles that use each topic's words
- surgical8 papers
- Medical imaging & healthcare AI5 papers
- medical image3 papers
- video understanding0 papers
- image analysis0 papers
Paper list
From the lab homepage.
202610 papers
- ICML (T1)3DMedAgent: Unified Perception-to-Understanding for 3D Medical Analysis (opens in a new tab)
- npj Digital SurgeryArtificial intelligence for the future of digital surgery (opens in a new tab)
- IEEE International Conference on Acoustics, Speech and Signal ProcessingCG-DMER: Hybrid Contrastive-Generative Framework for Disentangled Multimodal ECG Representation Learning
- NeurIPS (T1)From Articulated Kinematics to Routed Visual Control for Action-Conditioned Surgical Video Generation (opens in a new tab)
- CVPR (T1)Granulon: Awakening Pixel-Level Visual Encoders with Adaptive Multi-Granularity Semantics for MLLM
- ICLR (T1)MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow (opens in a new tab)
- TMI (T1)Spatio-Temporal Representation Decoupling and Enhancement for Federated Instrument Segmentation in Surgical Videos (opens in a new tab)
- RA-LSurgRAW: Multi-Agent Workflow with Chain-of-Thought Reasoning for Surgical Intelligence (opens in a new tab)
- AAAI (T1)Tackling Dual-stage Missing Modalities in Brain Tumor Segmentation via Robust Modality Reconstruction and Prompt-guided Modality Adaptation (opens in a new tab)
- AAAI (T1)Unleashing the Power of Image-tabular Self-supervised learning via Breaking Cross-tabular Barriers (opens in a new tab)
202511 papers
- ACL (T1)Agentic Reasoning: A Streamlined Framework for Enhancing LLM Reasoning with Agentic Tools (opens in a new tab)
- ICML (T1)Automatically Identify and Rectify: Robust Deep Contrastive Multi-view Clustering in Noisy Scenarios
- IPMIDynamic Allocation Hypernetwork with Adaptive Model Recalibration for Federated Continual Learning (opens in a new tab)
- MICCAI (T1)Instrument-Splatting: Controllable Photorealistic Reconstruction of Surgical Instruments Using Gaussian Splatting (opens in a new tab)
- Medical Image Analysis (T1)Medical SAM Adapter: Adapting Segment Anything Model for Medical Image Segmentation (opens in a new tab)
- NeurIPS (T1)Multi-scale Temporal Prediction via Incremental Generation and Multi-agent Collaboration (opens in a new tab)
- IEEE Transactions on Biomedical EngineeringPersonalizing Federated Instrument Segmentation With Visual Trait Priors in Robotic Surgery (opens in a new tab)
- TPAMI (T1)Pro-NeXt: An All-in-One Unified Model for General Fine-Grained Visual Recognition (opens in a new tab)
- MICCAI (T1)ReSurgSAM2: Referring Segment Anything in Surgical Video via Credible Long-term Tracking (opens in a new tab)
- ICCV (T1)Structure Matters: Revisiting Boundary Refinement in Video Object Segmentation (opens in a new tab)
- RA-LThink Step by Step: Chain-of-Gesture Prompting for Error Detection in Robotic Surgical Videos (opens in a new tab)
20249 papers
- TMI (T1)Calibrate the Inter-observer Segmentation Uncertainty via Diagnosis-first Principle (opens in a new tab)
- MICCAI (T1)Deform3DGS: Flexible Deformation for Fast Surgical Scene Reconstruction with Gaussian Splatting (opens in a new tab)
- ECCV (T1)Energy-Induced Explicit Quantification for Multi-modality MRI Fusion (opens in a new tab)
- ICRA (T1)LLM-Assisted Multi-Teacher Continual Learning for Visual Question Answering in Robotic Surgery (opens in a new tab)
- AAAI (T1)Medsegdiff-v2: Diffusion based medical image segmentation with transformer (opens in a new tab)
- TMI (T1)S^2Former-OR: Single-Stage Bimodal Transformer for Scene Graph Generation in OR (opens in a new tab)
- Medical Image Analysis (T1)SimCol3D -- 3D Reconstruction during Colonoscopy Challenge (opens in a new tab)
- Neural Information Processing Systems (NeurIPS), Advancements In Medical Foundation Models WorkshopSurgical SAM 2: Real-time segment anything in surgical video by efficient frame pruning (opens in a new tab)
- TMI (T1)Video-instrument synergistic network for referring video instrument segmentation in robotic surgery (opens in a new tab)
Where alumni went3 listed
Apply to NUSFall 2027
School of Computing PhD in Computer Science
- Round
- Main
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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