| Federated Semi-Supervised Learning with Inter-Client Consistency & Disjoint Learning W Jeong, J Yoon, E Yang, SJ Hwang ICLR 2021, 2021 | 262 | 2021 |
| Federated Continual Learning with Weighted Inter-client Transfer J Yoon*, W Jeong*, G Lee, E Yang, SJ Hwang ICML 2021, arXiv: 2003.03196, 2020 | 261 | 2020 |
| Personalized Subgraph Federated Learning J Baek, W Jeong, J Jin, J Yoon, SJ Hwang International Conference on Machine Learning 2023 (ICML 2023), 2022 | 77 | 2022 |
| Factorized-FL: Personalized Federated Learning with Parameter Factorization & Similarity Matching W Jeong, SJ Hwang Advances in Neural Information Processing Systems (NeurIPS 2022), 2022 | 32* | 2022 |
| Bitwidth heterogeneous federated learning with progressive weight dequantization J Yoon, G Park, W Jeong, SJ Hwang International Conference on Machine Learning, 25552-25565, 2022 | 26 | 2022 |
| Diffusion-based neural network weights generation B Soro, B Andreis, H Lee, W Jeong, S Chong, F Hutter, SJ Hwang arXiv preprint arXiv:2402.18153, 2024 | 11 | 2024 |
| Automl-agent: A multi-agent llm framework for full-pipeline automl P Trirat, W Jeong, SJ Hwang arXiv preprint arXiv:2410.02958, 2024 | 10 | 2024 |
| Task-Adaptive Neural Network Search with Meta-Contrastive Learning W Jeong*, H Lee*, G Park*, E Hyung, J Baek, SJ Hwang NeurIPS 2021 (Spotlight), 2021 | 8 | 2021 |
| HiP attention: Sparse sub-quadratic attention with hierarchical attention pruning H Lee, G Park, Y Lee, J Kim, W Jeong, M Jeon, SJ Hwang arXiv e-prints, arXiv: 2406.09827, 2024 | 3 | 2024 |
| Chimbuko: a workflow-level scalable performance trace analysis tool S Ha, W Jeong, G Matyasfalvi, C Xie, K Huck, JY Choi, A Malik, L Tang, ... arXiv preprint arXiv:2008.13742, 2020 | 2 | 2020 |
| Exploratory visual analysis of anomalous runtime behavior in streaming high performance computing applications C Xie, W Jeong, G Matyasfalvi, H Van Dam, K Mueller, S Yoo, W Xu Computational Science–ICCS 2019: 19th International Conference, Faro …, 2019 | 2 | 2019 |
| Task-Adaptive Neural Network Retrieval with Meta-Contrastive Learning W Jeong, H Lee, G Park, E Hyung, J Baek, SJ Hwang CoRR, abs/2103.01495, 2021 | 1 | 2021 |
| Method and device with federated learning of neural network weights JH Yoon, P Geon, Y Jaehong, SJ Hwang, W Jeong US Patent App. 18/343,073, 2024 | | 2024 |
| Apparatus and method for task-adaptive neural network retrieval based on meta-contrastive learning SJ Hwang, W Jeong, HY Lee, P Geon, EY Hyung US Patent App. 17/731,710, 2022 | | 2022 |
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