Zhou, S. Kevin

41 publications

ICLR 2026 DefensiveKV: Taming the Fragility of KV Cache Eviction in LLM Inference Yuan Feng, Haoyu Guo, Junlin Lv, S Kevin Zhou, Xike Xie

ICLR 2026 MedGMAE: Gaussian Masked Autoencoders for Medical Volumetric Representation Learning Xueming Fu, Fenghe Tang, Rongsheng Wang, Yingtai Li, Lixia Han, Jian Lu, Zihang Jiang, S Kevin Zhou

ICLR 2026 NC-Bench and NCfold: A Benchmark and Closed-Loop Framework for RNA Non-Canonical Base-Pair Prediction Heqin Zhu, Ruifeng Li, Ao Chang, Mingqian Li, Hongyang Chen, Peng Xiong, S Kevin Zhou

MIDL 2026 RandP: Effective and Efficient Medical Visual In-Context Learning via a Retrieve-and-Propagate Module for Prompt-Query Fusion Rongge Mao, Han Li, Chengqi Dong, Nassir Navab, S Kevin Zhou

CVPR 2025 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

NeurIPS 2025 Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference Yuan Feng, Junlin Lv, Yukun Cao, Xike Xie, S Kevin Zhou

MIDL 2025 Causal PETS: Causality-Informed PET Synthesis from Multi-Modal Data Yujia Li, Han Li, S Kevin Zhou

CVPR 2025 DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning Kun Zhang, Jingyu Li, Zhe Li, S.Kevin Zhou

MIDL 2025 DiffRGenNet: Difference-Aware Medical Report Generation Minghao Bian, Kun Zhang, Dexin Zhao, S Kevin Zhou

CVPR 2025 ICP: Immediate Compensation Pruning for Mid-to-High Sparsity Xin Luo, Xueming Fu, Zihang Jiang, S. Kevin Zhou

ICML 2025 Lego Sketch: A Scalable Memory-Augmented Neural Network for Sketching Data Streams Yuan Feng, Yukun Cao, Hairu Wang, Xike Xie, S Kevin Zhou

WACV 2025 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

IJCAI 2025 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

WACV 2025 PostoMETRO: Pose Token Enhanced Mesh Transformer for Robust 3D Human Mesh Recovery Wendi Yang, Zi-Hang Jiang, Shang Zhao, S. Kevin Zhou

IJCAI 2025 Prototype-Based Optimal Transport for Out-of-Distribution Detection Ao Ke, Wenlong Chen, Chuanwen Feng, Yukun Cao, Xike Xie, S. Kevin Zhou, Lei Feng

MIDL 2025 RCSegNeXt: Efficient Multi-Scale ConvNeXt for Rectal Cancer Segmentation from Sagittal MRI Scans Wang Bo, Ting Xue, Leyang Pan, Dingfu Huang, Yi Xiao, Li Fan, Zaiyi Liu, Shiyuan Liu, S Kevin Zhou

MIDL 2025 Scaling Supervision for Free: Leveraging Universal Segmentation Models for Enhanced Medical Image Diagnosis Yingtai Li, Shuai Ming, Haoran Lai, Fenghe Tang, Wei Wei, S Kevin Zhou

ICLR 2025 Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement Chenxu Wu, Qingpeng Kong, Zihang Jiang, S Kevin Zhou

MIDL 2025 Style-Aligned Image Composition for Robust Detection of Abnormal Cells in Cytopathology Qiuyi Qi, Xin Li, Ming Kong, Zikang Xu, Bingdi Chen, Qiang Zhu, S Kevin Zhou

WACV 2025 Towards Accurate Unified Anomaly Segmentation Wenxin Ma, Qingsong Yao, Xiang Zhang, Zhelong Huang, Zihang Jiang, S.Kevin Zhou

CVPR 2024 CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification Haoran Lai, Qingsong Yao, Zihang Jiang, Rongsheng Wang, Zhiyang He, Xiaodong Tao, S. Kevin Zhou

WACV 2024 Distortion-Disentangled Contrastive Learning Jinfeng Wang, Sifan Song, Jionglong Su, S. Kevin Zhou

NeurIPS 2024 FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models Ruinan Jin, Zikang Xu, Yuan Zhong, Qingsong Yao, Qi Dou, S. Kevin Zhou, Xiaoxiao Li

ICLR 2024 Mayfly: A Neural Data Structure for Graph Stream Summarization Yuan Feng, Yukun Cao, Wang Hairu, Xike Xie, S Kevin Zhou

MIDL 2024 OFELIA: Optical Flow-Based Electrode LocalIzAtion Xinyi Wang, Zikang Xu, Qingsong Yao, Yiyong Sun, S Kevin Zhou

IJCAI 2024 Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning Yilong Ren, Chuanwen Feng, Xike Xie, S. Kevin Zhou

NeurIPSW 2024 ProMISe: Promptable Medical Image Segmentation Using SAM Jinfeng Wang, Sifan Song, Xinkun Wang, Yiyi Wang, Yiyi Miao, Jionglong Su, S Kevin Zhou

IJCAI 2024 Prompt Learning with Extended Kalman Filter for Pre-Trained Language Models Quan Li, Xike Xie, Chao Wang, S. Kevin Zhou

MIDL 2024 Slide-SAM: Medical SAM Meets Sliding Window Quan Quan, Fenghe Tang, Zikang Xu, Heqin Zhu, S Kevin Zhou

AAAI 2024 WeakPCSOD: Overcoming the Bias of Box Annotations for Weakly Supervised Point Cloud Salient Object Detection Jun Wei, S. Kevin Zhou, Shuguang Cui, Zhen Li

NeurIPS 2023 Rethinking Semi-Supervised Medical Image Segmentation: A Variance-Reduction Perspective Chenyu You, Weicheng Dai, Yifei Min, Fenglin Liu, David Clifton, S. Kevin Zhou, Lawrence Staib, James Duncan

NeurIPS 2023 Unsupervised Polychromatic Neural Representation for CT Metal Artifact Reduction Qing Wu, Lixuan Chen, Ce Wang, Hongjiang Wei, S. Kevin Zhou, Jingyi Yu, Yuyao Zhang

ECCV 2022 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

CVPR 2022 Which Images to Label for Few-Shot Medical Landmark Detection? Quan Quan, Qingsong Yao, Jun Li, S. Kevin Zhou

CVPR 2021 Dual-GAN: Joint BVP and Noise Modeling for Remote Physiological Measurement Hao Lu, Hu Han, S. Kevin Zhou

CVPR 2021 Shallow Feature Matters for Weakly Supervised Object Localization Jun Wei, Qin Wang, Zhen Li, Sheng Wang, S. Kevin Zhou, Shuguang Cui

AAAI 2021 XraySyn: Realistic View Synthesis from a Single Radiograph Through CT Priors Cheng Peng, Haofu Liao, Gina Wong, Jiebo Luo, S. Kevin Zhou, Rama Chellappa

CVPR 2020 DuDoRNet: Learning a Dual-Domain Recurrent Network for Fast MRI Reconstruction with Deep T1 Prior Bo Zhou, S. Kevin Zhou

WACV 2020 One-to-One Mapping for Unpaired Image-to-Image Translation Zengming Shen, S. Kevin Zhou, Yifan Chen, Bogdan Georgescu, Xuqi Liu, Thomas Huang

CVPR 2020 SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis Cheng Peng, Wei-An Lin, Haofu Liao, Rama Chellappa, S. Kevin Zhou

CVPR 2019 Multiview 2D/3D Rigid Registration via a Point-of-Interest Network for Tracking and Triangulation Haofu Liao, Wei-An Lin, Jiarui Zhang, Jingdan Zhang, Jiebo Luo, S. Kevin Zhou