| Lifelong Learning with Dynamically Expandable Networks J Yoon, E Yang, J Lee, SJ Hwang ICLR 2018, 2018 | 1376 | 2018 |
| Federated Semi-supervised Learning with Inter-client Consistency & Disjoint Learning W Jeong, J Yoon, E Yang, SJ Hwang ICLR 2021, 2021 | 261 | 2021 |
| Federated Continual Learning with Weighted Inter-client Transfer J Yoon, W Jeong, G Lee, E Yang, SJ Hwang ICML 2021, 2021 | 242 | 2021 |
| Analyzing and mitigating object hallucination in large vision-language models Y Zhou*, C Cui*, J Yoon, L Zhang, Z Deng, C Finn, M Bansal, H Yao ICLR 2024, 2024 | 211 | 2024 |
| Scalable and Order-robust Continual Learning with Additive Parameter Decomposition J Yoon, S Kim, E Yang, SJ Hwang ICLR 2020, 2020 | 195 | 2020 |
| Combined Group and Exclusive Sparsity for Deep Neural Networks J Yoon, SJ Hwang ICML 2017, 2017 | 195 | 2017 |
| Online Coreset Selection for Rehearsal-based Continual Learning J Yoon, D Madaan, E Yang, SJ Hwang ICLR 2022, 2022 | 165 | 2022 |
| Representational Continuity for Unsupervised Continual Learning D Madaan, J Yoon, Y Li, Y Liu, SJ Hwang ICLR 2022 (Oral), 2022 | 159 | 2022 |
| Forget-free Continual Learning with Winning Subnetworks H Kang, RJL Mina, SRH Madjid, J Yoon, M Hasegawa-Johnson, ... ICML 2022, 2022 | 121 | 2022 |
| Lifelong learning with dynamically expandable networks J Lee, J Yoon, E Yang, SJ Hwang CoRR, 2017 | 81 | 2017 |
| Personalized Subgraph Federated Learning J Baek, W Jeong, J Jin, J Yoon, SJ Hwang ICML 2023, 2023 | 79 | 2023 |
| Mementos: A comprehensive benchmark for multimodal large language model reasoning over image sequences X Wang, Y Zhou, X Liu, H Lu, Y Xu, F He, J Yoon, T Lu, G Bertasius, ... ACL 2024, 2024 | 69 | 2024 |
| On the Soft-Subnetwork for Few-shot Class Incremental Learning H Kang, J Yoon, SRH Madjid, SJ Hwang, CD Yoo ICLR 2023, 2023 | 50 | 2023 |
| VideoTree: Adaptive Tree-based Video Representation for LLM Reasoning on Long Videos Z Wang*, S Yu*, E Stengel-Eskin*, J Yoon, F Cheng, G Bertasius, ... CVPR 2025, 2025 | 29 | 2025 |
| Bitwidth Heterogeneous Federated Learning with Progressive Weight Dequantization J Yoon, G Park, W Jeong, SJ Hwang ICML 2022, 2022 | 26 | 2022 |
| Multimodal representation learning by alternating unimodal adaptation X Zhang, J Yoon, M Bansal, H Yao CVPR 2024, 2024 | 22 | 2024 |
| Federated continual learning with adaptive parameter communication J Yoon, W Jeong, G Lee, E Yang, SJ Hwang arXiv preprint arXiv:2003.03196, 2020 | 20 | 2020 |
| Adaptive network sparsification with dependent variational beta-bernoulli dropout J Lee, S Kim, J Yoon, HB Lee, E Yang, SJ Hwang arXiv preprint arXiv:1805.10896, 2018 | 17 | 2018 |
| CREMA: Generalizable and Efficient Video-Language Reasoning via Multimodal Modular Fusion S Yu*, J Yoon*, M Bansal ICLR 2025, 2025 | 16* | 2025 |
| ECoFLaP: Efficient Coarse-to-Fine Layer-Wise Pruning for Vision-Language Models YL Sung, J Yoon, M Bansal ICLR 2024, 2024 | 14 | 2024 |
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