Zhongyi Shui
12 papers · 2023–2026 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (21) π Interdisciplinary Bridge π Renaissance Researcher (6) π Conference Polyglot (7) π§ Keyword Pioneer
π
Conference Polyglot
(7)
π
Renaissance Researcher
(6)
π€
Dynamic Duo
(10)
β‘
Prolific Year
(5)
π
Conference Pioneer
π
Century Club
(11)
Conferences
AAAI (3)
CVPR (2)
ICLR (2)
MICCAI (2)
ECCV (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
whole slide image
(3)
computational pathology
(2)
vision-language model
(2)
medical imaging
(2)
information bottleneck
(1)
multi-instance learning
(1)
zero-shot learning
(1)
variational inference
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
context-aware learning
(1)
deep learning
(1)
computational complexity
(1)
medical image analysis
(1)
large multimodal model
(1)
multiple instance learning
(1)
foundation model
(1)
variational information bottleneck
(1)
visual question answering
(1)
self-attention mechanism
(1)
Papers
Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images
AAAI 2026
Boosting Vision Semantic Density with Anatomy Normality Modeling for Medical Vision-language Pre-training
ICCV 2025
CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology
CVPR 2025
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration
ICLR 2025
Large-scale and Fine-grained Vision-language Pre-training for Enhanced CT Image Understanding
ICLR 2025
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
MICCAI 2025
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
NIPS 2024
WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images
MICCAI 2024
PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology
AAAI 2024
DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection
AAAI 2024
Unleashing the Power of Prompt-driven Nucleus Instance Segmentation
ECCV 2024
Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification
CVPR 2023