PPaperPicks

Lei Zhu

Hong Kong Polytechnic University, School of Nursing, China

58 papers at tracked venues · 32 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3871-663X ↗Homepage ↗

Venues

MICCAI ×17CVPR ×9AAAI ×6ICCV ×5NeurIPS ×5ACM MM ×4ECCV ×4ICLR ×3IROS ×3ICRA ×1WACV ×1

Frequent coauthors

Yunlu Yan
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Zhaohu Xing
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Hongqiu Wang
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Haipeng Zhou
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Haoyu Chen
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Huihui Xu
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Shuaibo Li
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Sixiang Chen
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Yijun Yang
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Tian Ye
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Jingjing Ren
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Hongtao Wu
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Papers

  1. S2-UniSeg: Fast Universal Agglomerative Pooling for Scalable Segment Anything Without Supervision
    AAAI 2026 ·
    Huihui Xu
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  2. SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection
    AAAI 2026 ·
    Shuaibo Li
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  3. Toward Real-World High-Precision Image Matting and Segmentation
    AAAI 2026 ·
    Haipeng Zhou
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  4. A Simple Data Augmentation for Feature Distribution Skewed Federated Learning
    CVPR 2025 ·
    Yunlu Yan
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  5. AGLLDiff: Guiding Diffusion Models Towards Unsupervised Training-free Real-world Low-light Image Enhancement
    AAAI 2025 ·
    Yunlong Lin
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  6. Ad2Mix: Adversarial and Adaptive Mixup for Unsupervised Domain Adaptation
    WACV 2025 · Lei Zhu
  7. AdvMIM: Adversarial Masked Image Modeling for Semi-supervised Medical Image Segmentation
    MICCAI 2025 · Lei Zhu
  8. CoC: Chain-of-Cancer Based on Cross-Modal Autoregressive Traction for Survival Prediction
    MICCAI 2025 ·
    Haipeng Zhou
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  9. Detect Any Mirrors: Boosting Learning Reliability on Large-Scale Unlabeled Data with an Iterative Data Engine
    CVPR 2025 ·
    Zhaohu Xing
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  10. FSA-Net: Fractal-Driven Synergistic Anatomy-Aware Network for Segmenting White Line of Toldt in Laparoscopic Images
    MICCAI 2025 ·
    Kecheng Wu
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  11. Farther Than Mirror: Explore Pattern-Compensated Depth of Mirror with Temporal Changes for Video Mirror Detection
    ACM MM 2025 ·
    Zhaohu Xing
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  12. Federated Residual Low-Rank Adaptation of Large Language Models
    ICLR 2025 ·
    Yunlu Yan
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  13. GDTS: Goal-Guided Diffusion Model with Tree Sampling for Multi-Modal Pedestrian Trajectory Prediction
    IROS 2025 ·
    Ge Sun
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  14. Genhaze: Pioneering Controllable One-Step Realistic Haze Generation for Real-World Dehazing
    ICCV 2025 ·
    Sixiang Chen
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  15. GlassWizard: Harvesting Diffusion Priors for Glass Surface Detection
    ICCV 2025 ·
    Wenxue Li
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  16. HRVVS: A High-Resolution Video Vasculature Segmentation Network via Hierarchical Autoregressive Residual Priors
    MICCAI 2025 ·
    Xincheng Yao
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  17. HybridMamba: A Dual-Domain Mamba for 3D Medical Image Segmentation
    MICCAI 2025 ·
    Weitong Wu
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  18. MaskedCLIP: Bridging the Masked and CLIP Space for Semi-supervised Medical Vision-Language Pre-training
    MICCAI 2025 · Lei Zhu
  19. Medical World Model
    ICCV 2025 ·
    Yijun Yang
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  20. Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
    ICLR 2025 ·
    Jinbin Bai
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  21. On the Importance of Language-driven Representation Learning for Heterogeneous Federated Learning
    ICLR 2025 ·
    Yunlu Yan
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  22. POSTA: A Go-to Framework for Customized Artistic Poster Generation
    CVPR 2025 ·
    Haoyu Chen
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  23. PromptHaze: Prompting Real-world Dehazing via Depth Anything Model
    AAAI 2025 ·
    Tian Ye
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  24. Residual Diffusion Deblurring Model for Single Image Defocus Deblurring
    AAAI 2025 ·
    Haoxuan Feng
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  25. RoGSplat: Learning Robust Generalizable Human Gaussian Splatting from Sparse Multi-View Images
    CVPR 2025 ·
    Junjin Xiao
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  26. Robot Navigation in Unknown and Cluttered Workspace with Dynamical System Modulation in Starshaped Roadmap
    ICRA 2025 ·
    Kai Chen
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  27. SnowMaster: Comprehensive Real-world Image Desnowing via MLLM with Multi-Model Feedback Optimization
    CVPR 2025 ·
    Jianyu Lai
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  28. Source-Free Active Domain Adaptation for Efficient Medical Video Polyp Segmentation
    MICCAI 2025 ·
    Jialu Li
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  29. Surgical-MambaLLM: Mamba2-Enhanced Multimodal Large Language Model for VQLA in Robotic Surgery
    MICCAI 2025 ·
    Pengfei Hao
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  30. Temporal Model-Based Federated Active Medical Image Classification
    MICCAI 2025 ·
    Yunlu Yan
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  31. Toward Fair and Accurate Cross-Domain Medical Image Segmentation: a Vlm-Driven Active Domain Adaptation Paradigm
    ICCV 2025 ·
    Hongqiu Wang
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  32. Toward Medical Deepfake Detection: A Comprehensive Dataset and Novel Method
    MICCAI 2025 ·
    Shuaibo Li
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  33. Towards Efficient and Privacy-Preserving Medical Image Segmentation: A Point-Driven Source-Free Active Adaptation Framework
    MICCAI 2025 ·
    Hongqiu Wang
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  34. Turbo2K: Towards Ultra-Efficient and High-Quality 2K Video Synthesis
    ICCV 2025 ·
    Jingjing Ren
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  35. VQ-Seg: Vector-Quantized Token Perturbation for Semi-Supervised Medical Image Segmentation
    NeurIPS 2025 ·
    Sicheng Yang
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  36. A New Perspective to Boost Performance Fairness For Medical Federated Learning
    MICCAI 2024 ·
    Yunlu Yan
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  37. Advancing UWF-SLO Vessel Segmentation with Source-Free Active Domain Adaptation and a Novel Multi-center Dataset
    MICCAI 2024 ·
    Hongqiu Wang
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  38. Cross-conditioned Diffusion Model for Medical Image to Image Translation
    MICCAI 2024 ·
    Zhaohu Xing
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  39. Diff-VPS: Video Polyp Segmentation via a Multi-task Diffusion Network with Adversarial Temporal Reasoning
    MICCAI 2024 ·
    Yingling Lu
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  40. DragTraffic: Interactive and Controllable Traffic Scene Generation for Autonomous Driving
    IROS 2024 ·
    Sheng Wang
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  41. Genuine Knowledge from Practice: Diffusion Test-Time Adaptation for Video Adverse Weather Removal
    CVPR 2024 ·
    Yijun Yang
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  42. LGRNet: Local-Global Reciprocal Network for Uterine Fibroid Segmentation in Ultrasound Videos
    MICCAI 2024 ·
    Huihui Xu
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  43. Language-Driven Interactive Shadow Detection
    ACM MM 2024 ·
    Hongqiu Wang
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  44. Learning Diffusion Texture Priors for Image Restoration
    CVPR 2024 ·
    Tian Ye
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  45. Low-Res Leads the Way: Improving Generalization for Super-Resolution by Self-Supervised Learning
    CVPR 2024 ·
    Haoyu Chen
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  46. MCGMapper: Light-Weight Incremental Structure from Motion and Visual Localization with Planar Markers and Camera Groups
    IROS 2024 ·
    Yusen Xie
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  47. NTIRE 2024 Image Shadow Removal Challenge Report
    CVPR 2024 ·
    Florin-Alexandru Vasluianu
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  48. NeuroClips: Towards High-fidelity and Smooth fMRI-to-Video Reconstruction
    NeurIPS 2024 ·
    Zixuan Gong
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  49. OpenIns3D: Snap and Lookup for 3D Open-Vocabulary Instance Segmentation
    ECCV 2024 ·
    Zhening Huang
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  50. RainMamba: Enhanced Locality Learning with State Space Models for Video Deraining
    ACM MM 2024 ·
    Hongtao Wu
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  51. RestoreAgent: Autonomous Image Restoration Agent via Multimodal Large Language Models
    NeurIPS 2024 ·
    Haoyu Chen
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  52. SegMamba: Long-Range Sequential Modeling Mamba for 3D Medical Image Segmentation
    MICCAI 2024 ·
    Zhaohu Xing
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  53. Semi-supervised Video Desnowing Network via Temporal Decoupling Experts and Distribution-Driven Contrastive Regularization
    ECCV 2024 ·
    Hongtao Wu
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  54. Teaching Tailored to Talent: Adverse Weather Restoration via Prompt Pool and Depth-Anything Constraint
    ECCV 2024 ·
    Sixiang Chen
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  55. Timeline and Boundary Guided Diffusion Network for Video Shadow Detection
    ACM MM 2024 ·
    Haipeng Zhou
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  56. Touchstone Benchmark: Are We on the Right Way for Evaluating AI Algorithms for Medical Segmentation?
    NeurIPS 2024 ·
    Pedro R. A. S. Bassi
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  57. Two-Stage Video Shadow Detection via Temporal-Spatial Adaption
    ECCV 2024 ·
    Xin Duan
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  58. UltraPixel: Advancing Ultra High-Resolution Image Synthesis to New Peaks
    NeurIPS 2024 ·
    Jingjing Ren
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