| 2026 | AAAI | MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text. | Ronghao Xu, Zhen Huang, Yangbo Wei, Xiaoqian Zhou, Zikang Xu, Ting Liu, Zihang Jiang, S. Kevin Zhou |
| 2026 | ACL | See or Say Graphs: Agent-Driven Scalable Graph Understanding with Vision-Language Models. | Shuo Han, Yukun Cao, Zezhong Ding, Zengyi Gao, S. Kevin Zhou, Xike Xie |
| 2026 | KDD | SIGHP: Scalable Information-Guided Hypergraph Partitioner. | Huhao Guan, Zezhong Ding, Ao Ke, Xike Xie, S. Kevin Zhou |
| 2026 | WACV | Equivariant Sampling for Improving Diffusion Model-based Image Restoration. | Chenxu Wu, Qingpeng Kong, Peiang Zhao, Wendi Yang, Wenxin Ma, Fenghe Tang, Zihang Jiang, S. Kevin Zhou |
| 2025 | ACL | GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding. | Yukun Cao, Shuo Han, Zengyi Gao, Zezhong Ding, Xike Xie, S. Kevin Zhou |
| 2025 | ACL | FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs. | Zengyi Gao, Yukun Cao, Hairu Wang, Ao Ke, Yuan Feng, S. Kevin Zhou, Xike Xie |
| 2025 | ACL | A General Knowledge Injection Framework for ICD Coding. | Xu Zhang, Kun Zhang, Wenxin Ma, Rongsheng Wang, Chenxu Wu, Yingtai Li, S. Kevin Zhou |
| 2025 | CVPR | ICP: Immediate Compensation Pruning for Mid-to-high Sparsity. | Xin Luo, Xueming Fu, Zihang Jiang, S. Kevin Zhou |
| 2025 | CVPR | AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP. | Wenxin Ma, Xu Zhang, Qingsong Yao, Fenghe Tang, Chenxu Wu, Yingtai Li, Rui Yan, Zihang Jiang, S. Kevin Zhou |
| 2025 | CVPR | DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning. | Kun Zhang, Jingyu Li, Zhe Li, S. Kevin Zhou |
| 2025 | ECAI | Thinning a Medical Image Segmentation Model via Dual-Level Multiscale Fusion. | Chengqi Dong, Fenghe Tang, Rongge Mao, Xinpei Gao, S. Kevin Zhou |
| 2025 | EMNLP | SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context. | Hairu Wang, Yuan Feng, Yukun Cao, Xike Xie, S. Kevin Zhou |
| 2025 | ICLR | Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement. | Chenxu Wu, Qingpeng Kong, Zihang Jiang, S. Kevin Zhou |
| 2025 | ICML | Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams. | Yuan Feng, Yukun Cao, Hairu Wang, Xike Xie, S. Kevin Zhou |
| 2025 | IJCAI | Prototype-based Optimal Transport for Out-of-Distribution Detection. | Ao Ke, Wenlong Chen, Chuanwen Feng, Yukun Cao, Xike Xie, S. Kevin Zhou, Lei Feng |
| 2025 | IJCAI | MVP-CBM: Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification. | Chunjiang Wang, Kun Zhang, Yandong Liu, Zhiyang He, Xiaodong Tao, S. Kevin Zhou |
| 2025 | IJCNN | Slide-CLIP: A Simple and Effective Pruning Method for CLIP. | Jiaxin Shi, Xin Luo, S. Kevin Zhou |
| 2025 | IROS | Label-supervised surgical instrument segmentation using temporal equivariance and semantic continuity. | Qiyuan Wang, Yanzhe Liu, Shang Zhao, Rong Liu, S. Kevin Zhou |
| 2025 | MICCAI | Landmarks Are Alike Yet Distinct: Harnessing Similarity and Individuality for One-Shot Medical Landmark Detection. | Xu He, Zhen Huang, Qingsong Yao, Xiaoqian Zhou, S. Kevin Zhou |
| 2025 | MICCAI | SimCroP: Radiograph Representation Learning with Similarity-Driven Cross-Granularity Pre-training. | Rongsheng Wang, Fenghe Tang, Qingsong Yao, Rui Yan, Xu Zhang, Zhen Huang, Haoran Lai, Zhiyang He, Xiaodong Tao, Zihang Jiang, S. Kevin Zhou |
| 2025 | MICCAI | Vision-Language Sliding Cross Attention for Text-Guided Pneumonia Segmentation. | Fei Yao, Xiang Zhang, Xinang Jiang, Yi Xiao, Li Fan, S. Kevin Zhou, Shiyuan Liu |
| 2025 | WACV | MS-Glance: Bio-Inspired Non-Semantic Context Vectors and Their Applications in Supervising Image Reconstruction. | Ziqi Gao, Wendi Yang, Yujia Li, Lei Xing, S. Kevin Zhou |
| 2025 | WACV | Towards Accurate Unified Anomaly Segmentation. | Wenxin Ma, Qingsong Yao, Xiang Zhang, Zhelong Huang, Zihang Jiang, S. Kevin Zhou |
| 2025 | WACV | PostoMETRO: Pose Token Enhanced Mesh Transformer for Robust 3D Human Mesh Recovery. | Wendi Yang, Zihang Jiang, Shang Zhao, S. Kevin Zhou |
| 2024 | AAAI | WeakPCSOD: Overcoming the Bias of Box Annotations for Weakly Supervised Point Cloud Salient Object Detection. | Jun Wei, S. Kevin Zhou, Shuguang Cui, Zhen Li |
| 2024 | CVPR | CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification. | Haoran Lai, Qingsong Yao, Zihang Jiang, Rongsheng Wang, Zhiyang He, Xiaodong Tao, S. Kevin Zhou |
| 2024 | DICTA | Evidence-Aware Multi-Modal Data Fusion and its Application to Total Knee Replacement Prediction. | Xinwen Liu, Jing Wang, S. Kevin Zhou, Craig Engstrom, Shekhar S. Chandra |
| 2024 | ICASSP | Out-of-Distribution Detection for Learning-Based Chest X-Ray Diagnosis. | Wenlong Chen, Chuanwen Feng, Ao Ke, Xike Xie, S. Kevin Zhou |
| 2024 | ICLR | Mayfly: a Neural Data Structure for Graph Stream Summarization. | Yuan Feng, Yukun Cao, Hairu Wang, Xike Xie, S. Kevin Zhou |
| 2024 | IJCAI | Prompt Learning with Extended Kalman Filter for Pre-trained Language Models. | Quan Li, Xike Xie, Chao Wang, S. Kevin Zhou |
| 2024 | IJCAI | Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning. | Yilong Ren, Chuanwen Feng, Xike Xie, S. Kevin Zhou |
| 2024 | MICCAI | 3DGR-CAR: Coronary Artery Reconstruction from Ultra-sparse 2D X-Ray Views with a 3D Gaussians Representation. | Xueming Fu, Yingtai Li, Fenghe Tang, Jun Li, Mingyue Zhao, Gao-Jun Teng, S. Kevin Zhou |
| 2024 | MICCAI | HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-training. | Fenghe Tang, Ronghao Xu, Qingsong Yao, Xueming Fu, Quan Quan, Heqin Zhu, Zaiyi Liu, S. Kevin Zhou |
| 2024 | MICCAI | SIX-Net: Spatial-Context Information miX-up for Electrode Landmark Detection. | Xinyi Wang, Zikang Xu, Heqin Zhu, Qingsong Yao, Yiyong Sun, S. Kevin Zhou |
| 2024 | MICCAI | Hierarchical Multiple Instance Learning for COPD Grading with Relatively Specific Similarity. | Hao Zhang, Mingyue Zhao, Mingzhu Liu, Jiejun Luo, Yu Guan, Jin Zhang, Yi Xia, Di Zhang, Xiuxiu Zhou, Li Fan, Shiyuan Liu, S. Kevin Zhou |
| 2024 | MICCAI | See, Predict, Plan: Diffusion for Procedure Planning in Robotic Surgical Videos. | Ziyuan Zhao, Fen Fang, Xulei Yang, Qianli Xu, Cuntai Guan, S. Kevin Zhou |
| 2024 | WACV | Distortion-Disentangled Contrastive Learning. | Jinfeng Wang, Sifan Song, Jionglong Su, S. Kevin Zhou |
| 2023 | MICCAI | Label-Free Nuclei Segmentation Using Intra-Image Self Similarity. | Long Chen, Han Li, S. Kevin Zhou |
| 2023 | MICCAI | WeakPolyp: You only Look Bounding Box for Polyp Segmentation. | Jun Wei, Yiwen Hu, Shuguang Cui, S. Kevin Zhou, Zhen Li |
| 2023 | MICCAI | FairAdaBN: Mitigating Unfairness with Adaptive Batch Normalization and Its Application to Dermatological Disease Classification. | Zikang Xu, Shang Zhao, Quan Quan, Qingsong Yao, S. Kevin Zhou |
| 2023 | MICCAI | DiffULD: Diffusive Universal Lesion Detection. | Peiang Zhao, Han Li, Ruiyang Jin, S. Kevin Zhou |
| 2023 | MICCAI | UOD: Universal One-Shot Detection of Anatomical Landmarks. | Heqin Zhu, Quan Quan, Qingsong Yao, Zaiyi Liu, S. Kevin Zhou |
| 2022 | COLING | DeltaNet: Conditional Medical Report Generation for COVID-19 Diagnosis. | Xian Wu, Shuxin Yang, Zhaopeng Qiu, Shen Ge, Yangtian Yan, Xingwang Wu, Yefeng Zheng, S. Kevin Zhou, Li Xiao |
| 2022 | CVPR | Which images to label for few-shot medical landmark detection? | Quan Quan, Qingsong Yao, Jun Li, S. Kevin Zhou |
| 2022 | ECCV | Weakly Supervised Object Localization Through Inter-class Feature Similarity and Intra-class Appearance Consistency. | Jun Wei, Sheng Wang, S. Kevin Zhou, Shuguang Cui, Zhen Li |
| 2022 | MICCAI | SATr: Slice Attention with Transformer for Universal Lesion Detection. | Han Li, Long Chen, Hu Han, S. Kevin Zhou |
| 2022 | MICCAI | Stabilize, Decompose, and Denoise: Self-supervised Fluoroscopy Denoising. | Ruizhou Liu, Qiang Ma, Zhiwei Cheng, Yuanyuan Lyu, Jianji Wang, S. Kevin Zhou |
| 2022 | MICCAI | Learning Incrementally to Segment Multiple Organs in a CT Image. | Pengbo Liu, Xia Wang, Mengsi Fan, Hongli Pan, Minmin Yin, Xiaohong Zhu, Dandan Du, Xiaoying Zhao, Li Xiao, Lian Ding, Xingwang Wu, S. Kevin Zhou |
| 2022 | MICCAI | Undersampled MRI Reconstruction with Side Information-Guided Normalisation. | Xinwen Liu, Jing Wang, Cheng Peng, Shekhar S. Chandra, Feng Liu, S. Kevin Zhou |
| 2022 | MICCAI | Towards Performant and Reliable Undersampled MR Reconstruction via Diffusion Model Sampling. | Cheng Peng, Pengfei Guo, S. Kevin Zhou, Vishal M. Patel, Rama Chellappa |
| 2022 | MICCAI | Rib Suppression in Digital Chest Tomosynthesis. | Yihua Sun, Qingsong Yao, Yuanyuan Lyu, Jianji Wang, Yi Xiao, Hongen Liao, S. Kevin Zhou |
| 2022 | MICCAI | DuDoTrans: Dual-Domain Transformer for Sparse-View CT Reconstruction. | Ce Wang, Kun Shang, Haimiao Zhang, Qian Li, S. Kevin Zhou |
| 2022 | MICCAI | BoxPolyp: Boost Generalized Polyp Segmentation Using Extra Coarse Bounding Box Annotations. | Jun Wei, Yiwen Hu, Guanbin Li, Shuguang Cui, S. Kevin Zhou, Zhen Li |
| 2022 | MICCAI | Meta-hallucinator: Towards Few-Shot Cross-Modality Cardiac Image Segmentation. | Ziyuan Zhao, Fangcheng Zhou, Zeng Zeng, Cuntai Guan, S. Kevin Zhou |
| 2022 | MICCAI | Aggregative Self-supervised Feature Learning from Limited Medical Images. | Jiuwen Zhu, Yuexiang Li, Lian Ding, S. Kevin Zhou |
| 2021 | AAAI | XraySyn: Realistic View Synthesis From a Single Radiograph Through CT Priors. | Cheng Peng, Haofu Liao, Gina Wong, Jiebo Luo, S. Kevin Zhou, Rama Chellappa |
| 2021 | CVPR | Dual-GAN: Joint BVP and Noise Modeling for Remote Physiological Measurement. | Hao Lu, Hu Han, S. Kevin Zhou |
| 2021 | CVPR | Shallow Feature Matters for Weakly Supervised Object Localization. | Jun Wei, Qin Wang, Zhen Li, Sheng Wang, S. Kevin Zhou, Shuguang Cui |
| 2021 | MICCAI | Perceptual Quality Assessment of Chest Radiograph. | Mengda Guan, Yuanyuan Lyu, Wanyue Cao, Xingwang Wu, Jingjing Lu, S. Kevin Zhou |
| 2021 | MICCAI | Conditional Training with Bounding Map for Universal Lesion Detection. | Han Li, Long Chen, Hu Han, Ying Chi, S. Kevin Zhou |
| 2021 | MICCAI | Universal Undersampled MRI Reconstruction. | Xinwen Liu, Jing Wang, Feng Liu, S. Kevin Zhou |
| 2021 | MICCAI | U-DuDoNet: Unpaired Dual-Domain Network for CT Metal Artifact Reduction. | Yuanyuan Lyu, Jiajun Fu, Cheng Peng, S. Kevin Zhou |
| 2021 | MICCAI | DA-VSR: Domain Adaptable Volumetric Super-Resolution for Medical Images. | Cheng Peng, S. Kevin Zhou, Rama Chellappa |
| 2021 | MICCAI | Improving Generalizability in Limited-Angle CT Reconstruction with Sinogram Extrapolation. | Ce Wang, Haimiao Zhang, Qian Li, Kun Shang, Yuanyuan Lyu, Bin Dong, S. Kevin Zhou |
| 2021 | MICCAI | Shallow Attention Network for Polyp Segmentation. | Jun Wei, Yiwen Hu, Ruimao Zhang, Zhen Li, S. Kevin Zhou, Shuguang Cui |
| 2021 | MICCAI | A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks. | Qingsong Yao, Zecheng He, Yi Lin, Kai Ma, Yefeng Zheng, S. Kevin Zhou |
| 2021 | MICCAI | One-Shot Medical Landmark Detection. | Qingsong Yao, Quan Quan, Li Xiao, S. Kevin Zhou |
| 2021 | MICCAI | You only Learn Once: Universal Anatomical Landmark Detection. | Heqin Zhu, Qingsong Yao, Li Xiao, S. Kevin Zhou |
| 2020 | CVPR | SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis. | Cheng Peng, Wei-An Lin, Haofu Liao, Rama Chellappa, S. Kevin Zhou |
| 2020 | CVPR | DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction With Deep T1 Prior. | Bo Zhou, S. Kevin Zhou |
| 2020 | MICCAI | Correction to: Interpretable and Annotation-Efficient Learning for Medical Image Computing. | Jaime S. Cardoso, Hien Van Nguyen, Nicholas Heller, Pedro Henriques Abreu, Ivana Isgum, Wilson Silva, Ricardo P. M. Cruz, Jos Pereira Amorim, Vishal Patel, Badri Roysam, S. Kevin Zhou, Steve B. Jiang, Ngan Le, Khoa Luu, Raphael Sznitman, Veronika Cheplygina, Diana Mateus, Emanuele Trucco, Samaneh Abbasi-Sureshjani |
| 2020 | MICCAI | BCData: A Large-Scale Dataset and Benchmark for Cell Detection and Counting. | Zhongyi Huang, Yao Ding, Guoli Song, Lin Wang, Ruizhe Geng, Hongliang He, Shan Du, Xia Liu, Yonghong Tian, Yongsheng Liang, S. Kevin Zhou, Jie Chen |
| 2020 | MICCAI | Bounding Maps for Universal Lesion Detection. | Han Li, Hu Han, S. Kevin Zhou |
| 2020 | MICCAI | Encoding Metal Mask Projection for Metal Artifact Reduction in Computed Tomography. | Yuanyuan Lyu, Wei-An Lin, Haofu Liao, Jingjing Lu, S. Kevin Zhou |
| 2020 | MICCAI | Dual-Level Selective Transfer Learning for Intrahepatic Cholangiocarcinoma Segmentation in Non-enhanced Abdominal CT. | Wenzhe Wang, Qingyu Song, Jiarong Zhou, Ruiwei Feng, Tingting Chen, Wenhao Ge, Danny Z. Chen, S. Kevin Zhou, Weilin Wang, Jian Wu |
| 2020 | MICCAI | Miss the Point: Targeted Adversarial Attack on Multiple Landmark Detection. | Qingsong Yao, Zecheng He, Hu Han, S. Kevin Zhou |
| 2020 | WACV | One-to-one Mapping for Unpaired Image-to-image Translation. | Zengming Shen, Yifan Chen, Thomas S. Huang, S. Kevin Zhou, Bogdan Georgescu, Xuqi Liu |