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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

Yuan Feng
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Fenghe Tang
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Chenxu Wu
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Wenxin Ma
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Xueming Fu
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Yukun Cao
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Ronghao Xu
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Huhao Guan
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Shuo Han
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Xu Zhang
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Yongan Xiang
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Kun Zhang
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Papers

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