Qin Lei
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(3)
Core AI
(3)
Computer Vision
(2)
Deep Learning
(2)
Models
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Machine Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Architectures
(1)
Clinical
(1)
Domain-Specific
(1)
Generation · Computer Vision
(1)
Generation · Natural Language Processing
(1)
Keywords
contrastive learning
(1)
image generation
(1)
probabilistic modeling
(1)
style transfer
(1)
uncertainty quantification
(1)
question answering
(1)
text generation
(1)
multimodal learning
(1)
emotion recognition
(1)
multi-label classification
(1)
image editing
(1)
image translation
(1)
document analysis
(1)
diffusion model
(1)
latent distribution
(1)
multimodal fusion
(1)
electronic health record
(1)
aleatoric uncertainty
(1)
semantic map
(1)
synthetic image
(1)
Papers
Chart-MRAG: Benchmarking Multimodal Retrieval Augmented Generation on Chart-based Documents
ACL 2026
MentalSeek-Dx: Towards Progressive Hypothetico-Deductive Reasoning for Real-world Psychiatric Diagnosis
ACL 2026
Latent Distribution Decouple for Uncertain-Aware Multimodal Multi-label Emotion Recognition
ACL 2025
One-Shot Reference-based Structure-Aware Image to Sketch Synthesis
AAAI 2025
Enriching Information and Preserving Semantic Consistency in Expanding Curvilinear Object Segmentation Datasets
ECCV 2024