Chunlin Tian
4 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(2)
Learning Paradigms · Artificial Intelligence
(2)
Optimization & Theory
(2)
Deep Learning
(1)
Natural Language Processing
(1)
Application Areas
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Resources & Methods
(1)
Keywords
federated learning
(3)
client selection
(2)
large language model
(2)
privacy preservation
(1)
generative model
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
model fine-tuning
(1)
edge computing
(1)
encoder-decoder architecture
(1)
energy consumption
(1)
fine tuning
(1)
asymmetric architecture
(1)
heterogeneity
(1)
ranking-based model
(1)
imitation learning
(1)
gradient-based optimization
(1)
Papers
Beyond End-to-End: Dynamic Chain Optimization for Private LLM Adaptation on the Edge
ACL 2026
FedGCS: A Generative Framework for Efficient Client Selection in Federated Learning via Gradient-based Optimization
IJCAI 2024
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
NeurIPS 2024
Ranking-based Client Imitation Selection for Efficient Federated Learning
ICML 2024