Jeong, Wonyong

10 publications

ICLR 2025 A Training-Free Sub-Quadratic Cost Transformer Model Serving Framework with Hierarchically Pruned Attention Heejun Lee, Geon Park, Youngwan Lee, Jaduk Suh, Jina Kim, Wonyong Jeong, Bumsik Kim, Hyemin Lee, Myeongjae Jeon, Sung Ju Hwang

ICML 2025 AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML Patara Trirat, Wonyong Jeong, Sung Ju Hwang

ICLR 2025 Diffusion-Based Neural Network Weights Generation Bedionita Soro, Bruno Andreis, Hayeon Lee, Wonyong Jeong, Song Chong, Frank Hutter, Sung Ju Hwang

ICML 2023 Personalized Subgraph Federated Learning Jinheon Baek, Wonyong Jeong, Jiongdao Jin, Jaehong Yoon, Sung Ju Hwang

ICML 2022 Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization Jaehong Yoon, Geon Park, Wonyong Jeong, Sung Ju Hwang

NeurIPS 2022 Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching Wonyong Jeong, Sung Ju Hwang

ICML 2021 Federated Continual Learning with Weighted Inter-Client Transfer Jaehong Yoon, Wonyong Jeong, Giwoong Lee, Eunho Yang, Sung Ju Hwang

ICLR 2021 Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning Wonyong Jeong, Jaehong Yoon, Eunho Yang, Sung Ju Hwang

NeurIPS 2021 Task-Adaptive Neural Network Search with Meta-Contrastive Learning Wonyong Jeong, Hayeon Lee, Geon Park, Eunyoung Hyung, Jinheon Baek, Sung Ju Hwang

ICMLW 2020 Federated Continual Learning with Weighted Inter-Client Transfer Jaehong Yoon, Wonyong Jeong, Giwoong Lee, Eunho Yang, Sung Ju Hwang