Yunlong Zhang
11 papers · 2023–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (6) πΊοΈ Taxonomy Completionist (19) π§ Keyword Pioneer π£ Hot Topic Early Bird
π
Renaissance Researcher
(6)
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Interdisciplinary Bridge
π€
Dynamic Duo
(10)
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Century Club
(11)
β‘
Prolific Year
(5)
Conferences
AAAI (4)
ECCV (3)
CVPR (1)
ICLR (1)
MICCAI (1)
NIPS (1)
Top co-authors
Keywords
question answering
(2)
whole slide image
(2)
self-attention mechanism
(1)
variational inference
(1)
information bottleneck
(1)
multi-instance learning
(1)
self-supervised learning
(1)
medical imaging
(1)
weakly supervised learning
(1)
context-aware learning
(1)
multimodal learning
(1)
visual reasoning
(1)
deep learning
(1)
computational complexity
(1)
medical image analysis
(1)
multiple instance learning
(1)
foundation model
(1)
variational information bottleneck
(1)
vision-language model
(1)
multimodal large language model
(1)
Papers
CyPortQA: Benchmarking Multimodal Large Language Models for Cyclone Preparedness in Port Operation
AAAI 2026
MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology
AAAI 2026
Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images
AAAI 2026
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration
ICLR 2025
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
MICCAI 2025
PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology
ECCV 2024
PathAsst: A Generative Foundation AI Assistant towards Artificial General Intelligence of Pathology
AAAI 2024
Unleashing the Power of Prompt-driven Nucleus Instance Segmentation
ECCV 2024
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
ECCV 2024
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
NIPS 2024
Task-Specific Fine-Tuning via Variational Information Bottleneck for Weakly-Supervised Pathology Whole Slide Image Classification
CVPR 2023