Kaishuai Xu
11 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30) π€ Dynamic Duo (10)
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Keyword Collector
(61)
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Century Club Β· Bronze
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Prolific Year Β· Productive
Top co-authors
Research topics
Artificial Intelligence
(9)
Natural Language Processing
(8)
Core AI
(8)
Healthcare & Medicine
(6)
Clinical
(6)
Generation
(6)
Machine Learning
(5)
Computer Vision
(2)
Deep Learning
(2)
Application Areas
(2)
Applications
(2)
Domain-Specific
(2)
Learning Paradigms
(2)
Learning Types Β· Machine Learning
(2)
Learning Types Β· Deep Learning
(2)
Keywords
large language model
(4)
radiology report generation
(4)
medical imaging
(3)
multimodal learning
(3)
graph neural network
(2)
direct preference optimization
(2)
medical dialogue system
(2)
conversational ai
(1)
factual accuracy
(1)
preference learning
(1)
language model evaluation
(1)
medical report generation
(1)
error detection
(1)
diagnostic reasoning
(1)
mixup augmentation
(1)
text generation
(1)
multimodal large language model
(1)
language model
(1)
speech processing
(1)
knowledge graph
(1)
Papers
Integrative Decoding: Improving Factuality via Implicit Self-consistency
ICLR 2025
Learning to Align Multi-Faceted Evaluation: A Unified and Robust Framework
ACL 2025
RADAR: Enhancing Radiology Report Generation with Supplementary Knowledge Injection
ACL 2025
RAR2: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval
EMNLP 2025
Subtle Errors in Reasoning: Preference Learning via Error-injected Self-editing
ACL 2025
ICON: Improving Inter-Report Consistency in Radiology Report Generation via Lesion-aware Mixup Augmentation
EMNLP 2024
Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment
ACL 2024
When LLMs Meets Acoustic Landmarks: An Efficient Approach to Integrate Speech into Large Language Models for Depression Detection
EMNLP 2024
Medical Dialogue Generation via Dual Flow Modeling
ACL 2023
ORGAN: Observation-Guided Radiology Report Generation via Tree Reasoning
ACL 2023
RECAP: Towards Precise Radiology Report Generation via Dynamic Disease Progression Reasoning
EMNLP 2023