Yunyi Liu
5 papers · 2024–2026 · 3 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
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(13)
🚀
Conference Pioneer
Venues
Top co-authors
Research topics
Natural Language Processing
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Healthcare & Medicine
(2)
Machine Learning
(2)
Applications
(2)
Clinical
(2)
Core AI
(2)
Application Areas
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
radiology report generation
(2)
reward-based learning
(1)
robust performance
(1)
diffusion model
(1)
noisy label
(1)
cross-entropy loss
(1)
focal loss
(1)
uncertainty calibration
(1)
margin-based loss
(1)
medical visual question answering
(1)
fine-grained evaluation
(1)
medical image captioning
(1)
large language model
(1)
semantic noise
(1)
reward-based training
(1)
noisy label learning
(1)
margin-based reward
(1)
Papers
ReFINE: A Reward-Based Framework for Interpretable and Nuanced Evaluation of Radiology Report Generation
AAAI 2026
SAT-RRG: LLM-Guided Self-Adaptive Training for Radiology Report Generation with Token-Level Push-Pull Optimization
CVPR 2026
DiN: Diffusion Model for Robust Medical VQA with Semantic Noisy Labels
CVPR 2025
KARGEN: Knowledge-enhanced Automated Radiology Report Generation Using Large Language Models
MICCAI 2024
MRScore: Evaluating Medical Report with LLM-based Reward System
MICCAI 2024