Sunyi Zheng
9 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
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Prolific Year · Productive
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Conference Pioneer
Venues
Top co-authors
Research topics
Keywords
zero-shot learning
(1)
variational inference
(1)
information bottleneck
(1)
self-supervised learning
(1)
medical imaging
(1)
weakly supervised learning
(1)
question answering
(1)
visual reasoning
(1)
multiple instance learning
(1)
foundation model
(1)
variational information bottleneck
(1)
vision-language model
(1)
multimodal large language model
(1)
self-supervised pretraining
(1)
medical diagnosis
(1)
multimodal model
(1)
multi-scale feature
(1)
whole slide image
(1)
pathology image
(1)
clinical reasoning
(1)
Papers
MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology
AAAI 2026
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
ECCV 2024
DPA-P2PNet: Deformable Proposal-Aware P2PNet for Accurate Point-Based Cell Detection
AAAI 2024
PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology
AAAI 2024
PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology
ECCV 2024
Unleashing the Power of Prompt-driven Nucleus Instance Segmentation
ECCV 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
Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification
CVPR 2023