Chunyang Chen
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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π
Interdisciplinary Bridge
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Conference Polyglot
(3)
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Cross-Pollinator
(12)
πΊοΈ
Taxonomy Completionist
(19)
π§
Keyword Pioneer
Conferences
NIPS (2)
ACL (1)
EMNLP (1)
Top co-authors
Keywords
graph neural network
(2)
transfer learning
(2)
language model
(2)
neural network optimization
(1)
correlation clustering
(1)
node classification
(1)
edge device
(1)
edge computing
(1)
layer freezing
(1)
computation efficiency
(1)
parameter-efficient finetuning
(1)
performance prediction
(1)
latent embedding
(1)
graph distribution
(1)
parameter efficient tuning
(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
Structure-free Graph Condensation: From Large-scale Graphs to Condensed Graph-free Data
NIPS 2023
GNNEvaluator: Evaluating GNN Performance On Unseen Graphs Without Labels
NIPS 2023
FaLA: Fast Linear Adaptation for Replacing Backbone Models on Edge Devices
EMNLP 2023