Yunlong Zhang
11 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🤝 Dynamic Duo (10)
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Core AI
(4)
Application Areas
(2)
Core Methods
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Clinical
(1)
Keywords
whole slide image
(3)
vision-language model
(2)
zero-shot learning
(2)
question answering
(2)
multi-instance learning
(1)
self-supervised learning
(1)
self-attention mechanism
(1)
context-aware learning
(1)
information bottleneck
(1)
weakly supervised learning
(1)
multimodal learning
(1)
image captioning
(1)
visual reasoning
(1)
deep learning
(1)
medical image analysis
(1)
computational complexity
(1)
multiple instance learning
(1)
foundation model
(1)
variational information bottleneck
(1)
medical imaging
(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
AEM: Attention Entropy Maximization for Multiple Instance Learning based Whole Slide Image Classification
MICCAI 2025
PathGen-1.6M: 1.6 Million Pathology Image-text Pairs Generation through Multi-agent Collaboration
ICLR 2025
Attention-Challenging Multiple Instance Learning for Whole Slide Image Classification
ECCV 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
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
NeurIPS 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