Rongsheng Wang
5 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Core AI
(3)
Learning Paradigms
(3)
Deep Learning
(2)
Healthcare & Medicine
(2)
Machine Learning
(2)
Clinical
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Methods
(1)
Models
(1)
Keywords
medical imaging
(2)
large language model
(2)
reward modeling
(1)
text classification
(1)
hierarchical classification
(1)
semantic representation
(1)
medical text
(1)
compositional generalization
(1)
knowledge graph
(1)
cross-modal alignment
(1)
vision-language model
(1)
multimodal large language model
(1)
complex reasoning
(1)
knowledge injection
(1)
multi-task training
(1)
icd coding
(1)
knowledge recombination
(1)
medical text classification
(1)
reinforcement learning
(1)
medical reasoning
(1)
Papers
A General Knowledge Injection Framework for ICD Coding
ACL 2025
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging
ACL 2025
SimCroP: Radiograph Representation Learning with Similarity-driven Cross-granularity Pre-training
MICCAI 2025
Towards Medical Complex Reasoning with LLMs through Medical Verifiable Problems
ACL 2025
CARZero: Cross-Attention Alignment for Radiology Zero-Shot Classification
CVPR 2024