Chenglu Zhu
14 papers · 2023–2026 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (22) π Interdisciplinary Bridge π Renaissance Researcher (6) π Conference Polyglot (6) π§ Keyword Pioneer
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Conference Polyglot
(6)
π
Renaissance Researcher
(6)
π€
Dynamic Duo
(12)
β‘
Prolific Year
(8)
π
Conference Pioneer
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Century Club
(12)
Conferences
AAAI (4)
ECCV (4)
CVPR (2)
MICCAI (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
whole slide image
(3)
computational pathology
(2)
zero-shot learning
(2)
self-attention mechanism
(1)
multi-instance learning
(1)
visual question answering
(1)
information bottleneck
(1)
medical imaging
(1)
weakly supervised learning
(1)
context-aware learning
(1)
question answering
(1)
visual reasoning
(1)
deep learning
(1)
computational complexity
(1)
multiple instance learning
(1)
medical image analysis
(1)
large multimodal model
(1)
foundation model
(1)
variational information bottleneck
(1)
self-supervised learning
(1)
Papers
Towards Effective and Efficient Context-aware Nucleus Detection in Histopathology Whole Slide Images
AAAI 2026
MIRA: Evaluating Multimodal AI on Complex Clinical Reasoning in Interventional Radiology
AAAI 2026
CPath-Omni: A Unified Multimodal Foundation Model for Patch and Whole Slide Image Analysis in Computational Pathology
CVPR 2025
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
Rethinking Transformer for Long Contextual Histopathology Whole Slide Image Analysis
NIPS 2024
PathMMU: A Massive Multimodal Expert-Level Benchmark for Understanding and Reasoning in Pathology
ECCV 2024
WsiCaption: Multiple Instance Generation of Pathology Reports for Gigapixel Whole-Slide Images
MICCAI 2024
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
Unleashing the Power of Prompt-driven Nucleus Instance Segmentation
ECCV 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