Yuanyuan Chen
7 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Pioneer
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Trend Setter
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Unstoppable Β· Bronze
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The Questioner
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Research topics
Artificial Intelligence
(7)
Machine Learning
(6)
Learning Paradigms Β· Artificial Intelligence
(6)
Deep Learning
(5)
Core AI
(4)
Application Areas
(3)
Learning Types
(3)
Learning Paradigms Β· Machine Learning
(2)
Computer Vision
(1)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Analysis
(1)
Architectures
(1)
Clinical
(1)
Core Methods
(1)
Keywords
federated learning
(5)
communication efficiency
(2)
block dropout
(2)
privacy preservation
(2)
model compression
(2)
task-oriented dialogue
(1)
model aggregation
(1)
data privacy
(1)
exemplar selection
(1)
deep neural network
(1)
influence function
(1)
heterogeneous data
(1)
data attribution
(1)
prompt optimization
(1)
noisy label detection
(1)
large-scale neural network
(1)
healthcare ai
(1)
visual object detection
(1)
large language model
(1)
data relevance
(1)
Papers
Can Textual Gradient Work in Federated Learning?
ICLR 2025
Overcoming Catastrophic Forgetting by Exemplar Selection in Task-oriented Dialogue System
ACL 2024
Efficient Training of Large-Scale Industrial Fault Diagnostic Models through Federated Opportunistic Block Dropout
AAAI 2023
FedOBD: Opportunistic Block Dropout for Efficiently Training Large-scale Neural Networks through Federated Learning
IJCAI 2023
Contribution-Aware Federated Learning for Smart Healthcare
AAAI 2022
HyDRA: Hypergradient Data Relevance Analysis for Interpreting Deep Neural Networks
AAAI 2021
FedVision: An Online Visual Object Detection Platform Powered by Federated Learning
AAAI 2020