Ying Qian
4 papers · 2025–2026 · 3 venues · across top CS/AI venues
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Achievements
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π
Conference Polyglot Β· Bronze
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Interdisciplinary Bridge Β· Bronze
πΊοΈ
Taxonomy Completionist
(14)
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Renaissance Researcher
(5)
Top co-authors
Research topics
Deep Learning
(3)
Learning Types
(3)
Artificial Intelligence
(1)
Data Science & Analytics
(1)
Healthcare & Medicine
(1)
Machine Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Clinical
(1)
Core AI
(1)
Core Methods
(1)
Mathematics
(1)
Methods
(1)
Models
(1)
Keywords
data selection
(3)
graph theory
(1)
language model
(1)
image-text pair
(1)
influence function
(1)
vision-language model
(1)
supervised fine-tuning
(1)
continual pre-training
(1)
cognitive diagnosis
(1)
computerized adaptive testing
(1)
ability estimation
(1)
educational data mining
(1)
clinical reasoning
(1)
quality assessment
(1)
multi-dimensional evaluation
(1)
student modeling
(1)
medical reasoning
(1)
curvature estimation
(1)
student ability estimation
(1)
response graph
(1)
Papers
CHIPS: Efficient CLIP Adaptation via Curvature-aware Hybrid Influence-based Data Selection
CVPR 2026
Towards Efficient Medical Reasoning with Minimal Fine-Tuning Data
CVPR 2026
A Fast-Adaptive Cognitive Diagnosis Framework for Computerized Adaptive Testing Systems
IJCAI 2025
Meta-rater: A Multi-dimensional Data Selection Method for Pre-training Language Models
ACL 2025