Chenglu Zhu
14 papers · 2023–2026 · 6 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓+3 more ↓ Show less ↑
π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π€ Dynamic Duo (14)
π
Conference Pioneer
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(6)
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Computer Vision
(3)
Healthcare & Medicine
(3)
Clinical
(3)
Domain-Specific
(3)
Learning Types Β· Machine Learning
(3)
Learning Types Β· Deep Learning
(3)
Models
(3)
Application Areas
(2)
Core Methods
(2)
Natural Language Processing
(1)
Analysis
(1)
Keywords
whole slide image
(4)
zero-shot learning
(3)
vision-language model
(2)
computational pathology
(2)
multi-instance learning
(1)
visual question answering
(1)
self-attention mechanism
(1)
weakly supervised learning
(1)
information bottleneck
(1)
context-aware learning
(1)
question answering
(1)
image captioning
(1)
visual reasoning
(1)
deep learning
(1)
multiple instance learning
(1)
medical imaging
(1)
medical image analysis
(1)
large multimodal model
(1)
foundation model
(1)
computational complexity
(1)
Papers
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
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
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
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