Pingyi Chen
6 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Gold
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Taxonomy Completionist
(13)
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Hot Topic Early Bird
🚀
Conference Pioneer
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Research topics
Deep Learning
(3)
Machine Learning
(3)
Computer Vision
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Core Methods
(2)
Domain-Specific
(2)
Artificial Intelligence
(1)
Natural Language Processing
(1)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Core AI
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
computational pathology
(2)
whole slide image
(2)
self-attention mechanism
(1)
multi-instance learning
(1)
visual question answering
(1)
context-aware learning
(1)
deep learning
(1)
computational complexity
(1)
medical image analysis
(1)
large multimodal model
(1)
self-supervised pretraining
(1)
contrastive language-image pretraining
(1)
multi-scale feature
(1)
sliding window
(1)
histopathology image
(1)
multimodal foundation model
(1)
patch-level analysis
(1)
nucleus detection
(1)
point-based cell detection
(1)
deformable point proposal
(1)
Papers
Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images
AAAI 2026
CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology
CVPR 2025
DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection
AAAI 2024
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
NeurIPS 2024
WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images
MICCAI 2024
WSI-VQA: Interpreting Whole Slide Images by Generative Visual Question Answering
ECCV 2024