Wonyong Jeong
9 papers · 2021–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🗺️
Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
👑
Triple Crown
🗃️
Keyword Collector
(50)
Venues
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Research topics
Artificial Intelligence
(8)
Machine Learning
(8)
Learning Paradigms · Artificial Intelligence
(6)
Application Areas
(5)
Deep Learning
(4)
Learning Paradigms · Machine Learning
(4)
Learning Types · Machine Learning
(4)
Core AI
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Architectures
(1)
Core Methods
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
federated learning
(5)
model aggregation
(3)
parameter aggregation
(2)
transfer learning
(2)
multi-task learning
(1)
few-shot learning
(1)
contrastive learning
(1)
knowledge transfer
(1)
semi-supervised learning
(1)
neural architecture search
(1)
model zoo
(1)
diffusion model
(1)
personalized model
(1)
pre-trained model
(1)
inference optimization
(1)
memory optimization
(1)
attention mechanism
(1)
continual learning
(1)
kv cache
(1)
model quantization
(1)
Papers
A Training-Free Sub-quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention
ICLR 2025
AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML
ICML 2025
Diffusion-based Neural Network Weights Generation
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
NeurIPS 2022
Federated Continual Learning with Weighted Inter-client Transfer
ICML 2021
Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning
ICLR 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning
NeurIPS 2021