S. Kevin Zhou

MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text AAAI 2026 Dyna3DGR: 4D Cardiac Motion Tracking with Dynamic 3D Gaussian Representation MICCAI 2025 ICP: Immediate Compensation Pruning for Mid-to-high Sparsity CVPR 2025 More performant and scalable: Rethinking contrastive vision-language pre-training of radiology in the LLM era MICCAI 2025 MS-Glance: Bio-Inspired Non-Semantic Context Vectors and their Applications in Supervising Image Reconstruction WACV 2025 MVP-CBM: Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification IJCAI 2025 NeRF-based CBCT Reconstruction needs Normalization and Initialization MICCAI 2025 PATE: Enhancing Few-Shot Pathological Image Classification via Prompt-Based Text-Image Embedding Adaptation MICCAI 2025 PostoMETRO: Pose Token Enhanced Mesh Transformer for Robust 3D Human Mesh Recovery WACV 2025 Pre-Trained LLM is a Semantic-Aware and Generalizable Segmentation Booster MICCAI 2025 Prototype-based Optimal Transport for Out-of-Distribution Detection IJCAI 2025 RadGS-Reg: Registering Spine CT with Biplanar X-rays via Joint 3D Radiative Gaussians Reconstruction and 3D/3D Registration MICCAI 2025 SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training MICCAI 2025 U-RWKV: Lightweight medical image segmentation with direction-adaptive RWKV MICCAI 2025 3DGR-CAR: Coronary artery reconstruction from ultra-sparse 2D X-ray views with a 3D Gaussians representation MICCAI 2024 CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification CVPR 2024 Distortion-Disentangled Contrastive Learning WACV 2024 FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models NeurIPS 2024 Hierarchical multiple instance learning for COPD grading with relatively specific similarity MICCAI 2024 HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-Training MICCAI 2024 Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning IJCAI 2024 Prompt Learning with Extended Kalman Filter for Pre-trained Language Models IJCAI 2024 See, Predict, Plan: Diffusion for Procedure Planning in Robotic Surgical Videos MICCAI 2024 SIX-Net: Spatial-context Information miX-up for Electrode Landmark Detection MICCAI 2024 WeakPCSOD: Overcoming the Bias of Box Annotations for Weakly Supervised Point Cloud Salient Object Detection AAAI 2024 Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective NeurIPS 2023 Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction NeurIPS 2023 DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis COLING 2022 Weakly Supervised Object Localization through Inter-class Feature Similarity and Intra-Class Appearance Consistency ECCV 2022 Which Images To Label for Few-Shot Medical Landmark Detection? CVPR 2022 Dual-GAN: Joint BVP and Noise Modeling for Remote Physiological Measurement CVPR 2021 Shallow Feature Matters for Weakly Supervised Object Localization CVPR 2021 XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors AAAI 2021 DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction With Deep T1 Prior CVPR 2020 One-to-one Mapping for Unpaired Image-to-image Translation WACV 2020 SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis CVPR 2020 Towards multi-sequence MR image recovery from undersampled k-space data MIDL 2020 Multiview 2D/3D Rigid Registration via a Point-Of-Interest Network for Tracking and Triangulation CVPR 2019