Qinya Li
3 papers · 2025–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Deep Learning
(3)
Machine Learning
(3)
Artificial Intelligence
(2)
Application Areas
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Computer Science
(1)
Computer Vision
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Models
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Systems
(1)
Keywords
model compression
(1)
ensemble learning
(1)
multimodal learning
(1)
text-to-image generation
(1)
weak supervision
(1)
edge computing
(1)
layer skipping
(1)
inference acceleration
(1)
model routing
(1)
dataset curation
(1)
quality prediction
(1)
data curation
(1)
long-context inference
(1)
quality metric
(1)
prompt token
(1)
transformer model
(1)
multimodal data curation
(1)
weak supervision ensemble
(1)
data deduplication
(1)
quality-guided deduplication
(1)
Papers
Adaptive Routing of Text-to-Image Generation Requests Between Large Cloud Model and Light-Weight Edge Model
ICCV 2025
AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference
AAAI 2025
Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation
AAAI 2025