Chunyang Chen
4 papers · 2023–2025 · 3 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
(17)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Deep Learning
(3)
Application Areas
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Learning Paradigms
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Natural Language Processing
(1)
Architectures
(1)
Core AI
(1)
Models
(1)
Resources & Methods
(1)
Techniques
(1)
Keywords
graph neural network
(2)
transfer learning
(2)
language model
(2)
neural network optimization
(1)
correlation clustering
(1)
parameter-efficient fine-tuning
(1)
node classification
(1)
edge device
(1)
parameter-efficient tuning
(1)
edge computing
(1)
layer freezing
(1)
computation efficiency
(1)
performance prediction
(1)
latent embedding
(1)
graph distribution
(1)
performance estimation
(1)
large language model
(1)
graph condensation
(1)
matrix adaptation
(1)
label-free evaluation
(1)
Papers
A Semantic-Aware Layer-Freezing Approach to Computation-Efficient Fine-Tuning of Language Models
ACL 2025
FaLA: Fast Linear Adaptation for Replacing Backbone Models on Edge Devices
EMNLP 2023
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels
NeurIPS 2023
Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data
NeurIPS 2023