Xinyi Gao
3 papers · 2024–2025 · 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 · Bronze
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Taxonomy Completionist
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Mega-Team · Squad
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The Questioner
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Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Architectures
(1)
Clinical
(1)
Core AI
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Resources & Methods
(1)
Keywords
knowledge distillation
(2)
federated learning
(1)
contrastive learning
(1)
medical image analysis
(1)
communication efficiency
(1)
spatio-temporal learning
(1)
non-iid data
(1)
traffic flow prediction
(1)
traffic prediction
(1)
nlp research
(1)
spatiotemporal pattern
(1)
large language model
(1)
graph neural network
(1)
research direction
(1)
non-iid robustness
(1)
knowledge condensation
(1)
model compression
(1)
open problem
(1)
Papers
Efficient Traffic Prediction Through Spatio-Temporal Distillation
AAAI 2025
FedVCK: Non-IID Robust and Communication-Efficient Federated Learning via Valuable Condensed Knowledge for Medical Image Analysis
AAAI 2025
Has It All Been Solved? Open NLP Research Questions Not Solved by Large Language Models
COLING 2024