PPaperPicks

S. Kevin Zhou

Chinese Academy of Sciences (CAS), Institute of Computing Technology, Beijing, China

47 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-6881-4444 ↗Google Scholar ↗Homepage ↗

Venues

MICCAI ×15ACL ×4CVPR ×4IJCAI ×4WACV ×4AAAI ×2ACM MM ×2ICLR ×2NeurIPS ×2SIGMOD ×2ECAI ×1EMNLP ×1ICML ×1IROS ×1SIGKDD ×1VLDB ×1

Frequent coauthors

Xike Xie
×14
Zihang Jiang
×11
Fenghe Tang
×9
Yukun Cao
×9
Qingsong Yao
×8
Wenxin Ma
×7
Zhen Huang
×5
Zezhong Ding
×5
Yingtai Li
×5
Yuan Feng
×5
Xueming Fu
×5
Chenxu Wu
×4

Papers

  1. Equivariant Sampling for Improving Diffusion Model-based Image Restoration
    WACV 2026 ·
    Chenxu Wu
    ,
    Qingpeng Kong
    ,
    Peiang Zhao
    ,
    Wendi Yang
    ,
    Wenxin Ma
    ,
    Fenghe Tang
    ,
    Zihang Jiang
    , S. Kevin Zhou
  2. MedAtlas: Evaluating LLMs for Multi-Round, Multi-Task Medical Reasoning Across Diverse Imaging Modalities and Clinical Text
    AAAI 2026 ·
    Ronghao Xu
    ,
    Zhen Huang
    ,
    Yangbo Wei
    ,
    Xiaoqian Zhou
    ,
    Zikang Xu
    ,
    Ting Liu
    ,
    Zihang Jiang
    , S. Kevin Zhou
  3. SIGHP: Scalable Information-Guided Hypergraph Partitioner
    SIGKDD 2026 ·
    Huhao Guan
    ,
    Zezhong Ding
    ,
    Ao Ke
    ,
    Xike Xie
    , S. Kevin Zhou
  4. See or Say Graphs: Agent-Driven Scalable Graph Understanding with Vision-Language Models
    ACL 2026 ·
    Shuo Han
    ,
    Yukun Cao
    ,
    Zezhong Ding
    ,
    Zengyi Gao
    , S. Kevin Zhou,
    Xike Xie
  5. A General Knowledge Injection Framework for ICD Coding
    ACL 2025 ·
    Xu Zhang
    ,
    Kun Zhang
    ,
    Wenxin Ma
    ,
    Rongsheng Wang
    ,
    Chenxu Wu
    ,
    Yingtai Li
    , S. Kevin Zhou
  6. AA-CLIP: Enhancing Zero-Shot Anomaly Detection via Anomaly-Aware CLIP
    CVPR 2025 ·
    Wenxin Ma
    ,
    Xu Zhang
    ,
    Qingsong Yao
    ,
    Fenghe Tang
    ,
    Chenxu Wu
    ,
    Yingtai Li
    ,
    Rui Yan
    ,
    Zihang Jiang
    , S. Kevin Zhou
  7. Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
    NeurIPS 2025 ·
    Yuan Feng
    ,
    Junlin Lv
    ,
    Yukun Cao
    ,
    Xike Xie
    , S. Kevin Zhou
  8. Capsule: An Out-of-Core Training Mechanism for Colossal GNNs
    SIGMOD 2025 ·
    Yongan Xiang
    ,
    Zezhong Ding
    ,
    Rui Guo
    ,
    Shangyou Wang
    ,
    Xike Xie
    , S. Kevin Zhou
  9. DH-Set: Improving Vision-Language Alignment with Diverse and Hybrid Set-Embeddings Learning
    CVPR 2025 ·
    Kun Zhang
    ,
    Jingyu Li
    ,
    Zhe Li
    , S. Kevin Zhou
  10. Dyna3DGR: 4D Cardiac Motion Tracking with Dynamic 3D Gaussian Representation
    MICCAI 2025 ·
    Xueming Fu
    ,
    Pei Wu
    ,
    Yingtai Li
    ,
    Xin Luo
    ,
    Zihang Jiang
    ,
    Junhao Mei
    ,
    Jian Lu
    ,
    Gao-Jun Teng
    , Shaohua Kevin Zhou
  11. FRAG: A Flexible Modular Framework for Retrieval-Augmented Generation based on Knowledge Graphs
    ACL 2025 ·
    Zengyi Gao
    ,
    Yukun Cao
    ,
    Hairu Wang
    ,
    Ao Ke
    ,
    Yuan Feng
    , S. Kevin Zhou,
    Xike Xie
  12. GraphInsight: Unlocking Insights in Large Language Models for Graph Structure Understanding
    ACL 2025 ·
    Yukun Cao
    ,
    Shuo Han
    ,
    Zengyi Gao
    ,
    Zezhong Ding
    ,
    Xike Xie
    , S. Kevin Zhou
  13. ICP: Immediate Compensation Pruning for Mid-to-high Sparsity
    CVPR 2025 ·
    Xin Luo
    ,
    Xueming Fu
    ,
    Zihang Jiang
    , S. Kevin Zhou
  14. LEGO-GraphRAG: Modularizing Graph-based Retrieval-Augmented Generation for Design Space Exploration
    VLDB 2025 ·
    Yukun Cao
    ,
    Zengyi Gao
    ,
    Zhiyang Li
    ,
    Xike Xie
    , S. Kevin Zhou,
    Jianliang Xu
  15. Label-supervised surgical instrument segmentation using temporal equivariance and semantic continuity
    IROS 2025 ·
    Qiyuan Wang
    ,
    Yanzhe Liu
    ,
    Shang Zhao
    ,
    Rong Liu
    , S. Kevin Zhou
  16. Landmarks Are Alike Yet Distinct: Harnessing Similarity and Individuality for One-Shot Medical Landmark Detection
    MICCAI 2025 ·
    Xu He
    ,
    Zhen Huang
    ,
    Qingsong Yao
    ,
    Xiaoqian Zhou
    , S. Kevin Zhou
  17. Lego Sketch: A Scalable Memory-augmented Neural Network for Sketching Data Streams
    ICML 2025 ·
    Yuan Feng
    ,
    Yukun Cao
    ,
    Hairu Wang
    ,
    Xike Xie
    , S. Kevin Zhou
  18. LoCo: Training-Free Layout-to-Image Synthesis with Localized Constraints
    ACM MM 2025 ·
    Peiang Zhao
    ,
    Han Li
    ,
    Ruiyang Jin
    , S. Kevin Zhou
  19. MS-Glance: Bio-Inspired Non-Semantic Context Vectors and Their Applications in Supervising Image Reconstruction
    WACV 2025 ·
    Ziqi Gao
    ,
    Wendi Yang
    ,
    Yujia Li
    ,
    Lei Xing
    , S. Kevin Zhou
  20. MVP-CBM: Multi-layer Visual Preference-enhanced Concept Bottleneck Model for Explainable Medical Image Classification
    IJCAI 2025 ·
    Chunjiang Wang
    ,
    Kun Zhang
    ,
    Yandong Liu
    ,
    Zhiyang He
    ,
    Xiaodong Tao
    , S. Kevin Zhou
  21. Mobile U-ViT: Revisiting large kernel and U-shaped ViT for efficient medical image segmentation
    ACM MM 2025 ·
    Fenghe Tang
    ,
    Bingkun Nian
    ,
    Jianrui Ding
    ,
    Wenxin Ma
    ,
    Quan Quan
    ,
    Chengqi Dong
    ,
    Jie Yang
    ,
    Wei Liu
    , S. Kevin Zhou
  22. More Performant and Scalable: Rethinking Contrastive Vision-Language Pre-training of Radiology in the LLM Era
    MICCAI 2025 ·
    Yingtai Li
    ,
    Haoran Lai
    ,
    Xiaoqian Zhou
    ,
    Shuai Ming
    ,
    Wenxin Ma
    ,
    Wei Wei
    , Shaohua Kevin Zhou
  23. NeRF-Based CBCT Reconstruction Needs Normalization and Initialization
    MICCAI 2025 ·
    Zhuowei Xu
    ,
    Han Li
    ,
    Dai Sun
    ,
    Zhicheng Li
    ,
    Yujia Li
    ,
    Qingpeng Kong
    ,
    Zhiwei Cheng
    ,
    Nassir Navab
    , Shaohua Kevin Zhou
  24. PATE: Enhancing Few-Shot Pathological Image Classification via Prompt-Based Text-Image Embedding Adaptation
    MICCAI 2025 ·
    Shenghao Chen
    ,
    Zhen Huang
    ,
    Xiaoqian Zhou
    ,
    Han Li
    ,
    Chunjiang Wang
    , Shaohua Kevin Zhou
  25. PostoMETRO: Pose Token Enhanced Mesh Transformer for Robust 3D Human Mesh Recovery
    WACV 2025 ·
    Wendi Yang
    ,
    Zihang Jiang
    ,
    Shang Zhao
    , S. Kevin Zhou
  26. Pre-trained LLM is a Semantic-Aware and Generalizable Segmentation Booster
    MICCAI 2025 ·
    Fenghe Tang
    ,
    Wenxin Ma
    ,
    Zhiyang He
    ,
    Xiaodong Tao
    ,
    Zihang Jiang
    , Shaohua Kevin Zhou
  27. Prototype-based Optimal Transport for Out-of-Distribution Detection
    IJCAI 2025 ·
    Ao Ke
    ,
    Wenlong Chen
    ,
    Chuanwen Feng
    ,
    Yukun Cao
    ,
    Xike Xie
    , S. Kevin Zhou,
    Lei Feng
  28. RadGS-Reg: Registering Spine CT with Biplanar X-Rays via Joint 3D Radiative Gaussians Reconstruction and 3D/3D Registration
    MICCAI 2025 ·
    Ao Shen
    ,
    Xueming Fu
    ,
    Junfeng Jiang
    ,
    Qiang Zeng
    ,
    Ye Tang
    ,
    Zhengming Chen
    ,
    Luming Nong
    ,
    Feng Wang
    , Shaohua Kevin Zhou
  29. Self-Supervised Diffusion MRI Denoising via Iterative and Stable Refinement
    ICLR 2025 ·
    Chenxu Wu
    ,
    Qingpeng Kong
    ,
    Zihang Jiang
    , S. Kevin Zhou
  30. SimCroP: Radiograph Representation Learning with Similarity-Driven Cross-Granularity Pre-training
    MICCAI 2025 ·
    Rongsheng Wang
    ,
    Fenghe Tang
    ,
    Qingsong Yao
    ,
    Rui Yan
    ,
    Xu Zhang
    ,
    Zhen Huang
    ,
    Haoran Lai
    ,
    Zhiyang He
    ,
    Xiaodong Tao
    ,
    Zihang Jiang
    , S. Kevin Zhou
  31. SkewRoute: Training-Free LLM Routing for Knowledge Graph Retrieval-Augmented Generation via Score Skewness of Retrieved Context
    EMNLP 2025 ·
    Hairu Wang
    ,
    Yuan Feng
    ,
    Yukun Cao
    ,
    Xike Xie
    , S. Kevin Zhou
  32. Thinning a Medical Image Segmentation Model via Dual-Level Multiscale Fusion
    ECAI 2025 ·
    Chengqi Dong
    ,
    Fenghe Tang
    ,
    Rongge Mao
    ,
    Xinpei Gao
    , S. Kevin Zhou
  33. Towards Accurate Unified Anomaly Segmentation
    WACV 2025 ·
    Wenxin Ma
    ,
    Qingsong Yao
    ,
    Xiang Zhang
    ,
    Zhelong Huang
    ,
    Zihang Jiang
    , S. Kevin Zhou
  34. U-RWKV: Lightweight Medical Image Segmentation with Direction-Adaptive RWKV
    MICCAI 2025 ·
    Hongbo Ye
    ,
    Fenghe Tang
    ,
    Peiang Zhao
    ,
    Zhen Huang
    ,
    Dexin Zhao
    ,
    Minghao Bian
    , Shaohua Kevin Zhou
  35. Vision-Language Sliding Cross Attention for Text-Guided Pneumonia Segmentation
    MICCAI 2025 ·
    Fei Yao
    ,
    Xiang Zhang
    ,
    Xinang Jiang
    ,
    Yi Xiao
    ,
    Li Fan
    , S. Kevin Zhou,
    Shiyuan Liu
  36. 3DGR-CAR: Coronary Artery Reconstruction from Ultra-sparse 2D X-Ray Views with a 3D Gaussians Representation
    MICCAI 2024 ·
    Xueming Fu
    ,
    Yingtai Li
    ,
    Fenghe Tang
    ,
    Jun Li
    ,
    Mingyue Zhao
    ,
    Gao-Jun Teng
    , S. Kevin Zhou
  37. CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification
    CVPR 2024 ·
    Haoran Lai
    ,
    Qingsong Yao
    ,
    Zihang Jiang
    ,
    Rongsheng Wang
    ,
    Zhiyang He
    ,
    Xiaodong Tao
    , S. Kevin Zhou
  38. FairMedFM: Fairness Benchmarking for Medical Imaging Foundation Models
    NeurIPS 2024 ·
    Ruinan Jin
    ,
    Zikang Xu
    ,
    Yuan Zhong
    ,
    Qingsong Yao
    ,
    Qi Dou
    , S. Kevin Zhou,
    Xiaoxiao Li
  39. Hierarchical Multiple Instance Learning for COPD Grading with Relatively Specific Similarity
    MICCAI 2024 ·
    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
  40. HySparK: Hybrid Sparse Masking for Large Scale Medical Image Pre-training
    MICCAI 2024 ·
    Fenghe Tang
    ,
    Ronghao Xu
    ,
    Qingsong Yao
    ,
    Xueming Fu
    ,
    Quan Quan
    ,
    Heqin Zhu
    ,
    Zaiyi Liu
    , S. Kevin Zhou
  41. Mayfly: a Neural Data Structure for Graph Stream Summarization
    ICLR 2024 ·
    Yuan Feng
    ,
    Yukun Cao
    ,
    Hairu Wang
    ,
    Xike Xie
    , S. Kevin Zhou
  42. Partial Optimal Transport Based Out-of-Distribution Detection for Open-Set Semi-Supervised Learning
    IJCAI 2024 ·
    Yilong Ren
    ,
    Chuanwen Feng
    ,
    Xike Xie
    , S. Kevin Zhou
  43. Play like a Vertex: A Stackelberg Game Approach for Streaming Graph Partitioning
    SIGMOD 2024 ·
    Zezhong Ding
    ,
    Yongan Xiang
    ,
    Shangyou Wang
    ,
    Xike Xie
    , S. Kevin Zhou
  44. Prompt Learning with Extended Kalman Filter for Pre-trained Language Models
    IJCAI 2024 ·
    Quan Li
    ,
    Xike Xie
    ,
    Chao Wang
    , S. Kevin Zhou
  45. SIX-Net: Spatial-Context Information miX-up for Electrode Landmark Detection
    MICCAI 2024 ·
    Xinyi Wang
    ,
    Zikang Xu
    ,
    Heqin Zhu
    ,
    Qingsong Yao
    ,
    Yiyong Sun
    , S. Kevin Zhou
  46. See, Predict, Plan: Diffusion for Procedure Planning in Robotic Surgical Videos
    MICCAI 2024 ·
    Ziyuan Zhao
    ,
    Fen Fang
    ,
    Xulei Yang
    ,
    Qianli Xu
    ,
    Cuntai Guan
    , S. Kevin Zhou
  47. WeakPCSOD: Overcoming the Bias of Box Annotations for Weakly Supervised Point Cloud Salient Object Detection
    AAAI 2024 ·
    Jun Wei
    , S. Kevin Zhou,
    Shuguang Cui
    ,
    Zhen Li