Wonyong Jeong
9 papers · 2021–2025 · 3 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (19) π Interdisciplinary Bridge π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (3)
π
Cross-Pollinator
(13)
π
Keyword Champion
(2)
π
Triple Crown
Conferences
ICML (4)
ICLR (3)
NIPS (2)
Top co-authors
Keywords
federated learning
(4)
model aggregation
(3)
parameter aggregation
(2)
continual learning
(1)
multi-task learning
(1)
transfer learning
(1)
knowledge transfer
(1)
neural architecture search
(1)
personalized model
(1)
model zoo
(1)
parameter compression
(1)
communication cost
(1)
task similarity
(1)
client aggregation
(1)
personalized federated learning
(1)
similarity matching
(1)
sparse mask
(1)
bitwidth heterogeneity
(1)
weight dequantization
(1)
subgraph learning
(1)
Papers
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML
ICML 2025
Diffusion-based Neural Network Weights Generation
ICLR 2025
A Training-Free Sub-quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention
ICLR 2025
Personalized Subgraph Federated Learning
ICML 2023
Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization
ICML 2022
Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching
NIPS 2022
Task-Adaptive Neural Network Search with Meta-Contrastive Learning
NIPS 2021
Federated Continual Learning with Weighted Inter-client Transfer
ICML 2021
Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning
ICLR 2021