Honglin Li
12 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (21) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π€ Dynamic Duo (11)
π
Conference Pioneer
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Artificial Intelligence
(3)
Core AI
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Computer Vision
(2)
Healthcare & Medicine
(2)
Clinical
(2)
Core Methods
(2)
Domain-Specific
(2)
Models
(2)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Keywords
multimodal large language model
(2)
whole slide image
(2)
self-attention mechanism
(1)
information bottleneck
(1)
multi-instance learning
(1)
self-supervised learning
(1)
weakly supervised learning
(1)
variational information bottleneck
(1)
context-aware learning
(1)
visual reasoning
(1)
deep learning
(1)
computational complexity
(1)
medical image analysis
(1)
multiple instance learning
(1)
foundation model
(1)
medical imaging
(1)
vision-language model
(1)
variational inference
(1)
self-supervised pretraining
(1)
reinforcement learning
(1)
Papers
CodeDance: A Dynamic Tool-integrated MLLM for Executable Visual Reasoning
CVPR 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
ReactGPT: Understanding of Chemical Reactions via In-Context Tuning
AAAI 2025
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
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
NeurIPS 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