Wonyong Jeong

According to our database, Wonyong Jeong authored at least 16 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Agentic Predictor: Performance Prediction for Agentic Workflows via Multi-View Encoding.

Patara Trirat, Wonyong Jeong, Sung Ju Hwang

CoRR, May, 2025

Diffusion-based Neural Network Weights Generation.

Bedionita Soro, Bruno Andreis, Hayeon Lee, Wonyong Jeong, Song Chong, Frank Hutter, Sung Ju Hwang

Proceedings of the Thirteenth International Conference on Learning Representations, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

AutoML-Agent: A Multi-Agent LLM Framework for Full-Pipeline AutoML.

Patara Trirat, Wonyong Jeong, Sung Ju Hwang

CoRR, 2024

2023

Personalized Subgraph Federated Learning.

Jinheon Baek, Wonyong Jeong, Jiongdao Jin, Jaehong Yoon, Sung Ju Hwang

Proceedings of the International Conference on Machine Learning, 2023

2022

Factorized-FL: Agnostic Personalized Federated Learning with Kernel Factorization & Similarity Matching.

Wonyong Jeong, Sung Ju Hwang

CoRR, 2022

Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching.

Wonyong Jeong, Sung Ju Hwang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization.

Jaehong Yoon, Geon Park, Wonyong Jeong, Sung Ju Hwang

Proceedings of the International Conference on Machine Learning, 2022

2021

Task-Adaptive Neural Network Retrieval with Meta-Contrastive Learning.

Wonyong Jeong, Hayeon Lee, Gun Park, Eunyoung Hyung, Jinheon Baek, Sung Ju Hwang

CoRR, 2021

Task-Adaptive Neural Network Search with Meta-Contrastive Learning.

Wonyong Jeong, Hayeon Lee, Geon Park, Eunyoung Hyung, Jinheon Baek, Sung Ju Hwang

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Federated Continual Learning with Weighted Inter-client Transfer.

Jaehong Yoon, Wonyong Jeong, Giwoong Lee, Eunho Yang, Sung Ju Hwang

Proceedings of the 38th International Conference on Machine Learning, 2021

Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning.

Wonyong Jeong, Jaehong Yoon, Eunho Yang, Sung Ju Hwang

Proceedings of the 9th International Conference on Learning Representations, 2021

2020

Chimbuko: A Workflow-Level Scalable Performance Trace Analysis Tool.

Sungsoo Ha, Wonyong Jeong, Gyorgy Matyasfalvi, Cong Xie, Kevin A. Huck, Jong Youl Choi, Abid Malik, Li Tang, Hubertus Van Dam, Line Pouchard, Wei Xu, Shinjae Yoo, Nicholas D'Imperio, Kerstin Kleese van Dam

CoRR, 2020

Federated Semi-Supervised Learning with Inter-Client Consistency.

Wonyong Jeong, Jaehong Yoon, Eunho Yang, Sung Ju Hwang

CoRR, 2020

Federated Continual Learning with Adaptive Parameter Communication.

Jaehong Yoon, Wonyong Jeong, Giwoong Lee, Eunho Yang, Sung Ju Hwang

CoRR, 2020

2019

Exploratory Visual Analysis of Anomalous Runtime Behavior in Streaming High Performance Computing Applications.

Cong Xie, Wonyong Jeong, Gyorgy Matyasfalvi, Hubertus Van Dam, Klaus Mueller, Shinjae Yoo, Wei Xu

Proceedings of the Computational Science - ICCS 2019, 2019