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2020 – today
- 2025
[j5]Jaeill Kim
, Wonseok Lee, Moonjung Eo, Wonjong Rhee:
Improving forward compatibility in class incremental learning by increasing representation rank and feature richness. Neural Networks 183: 106969 (2025)- [j4]Duhun Hwang, Suhyun Kang, Moonjung Eo, Jimyeong Kim, Wonjong Rhee:
Towards a better evaluation of out-of-domain generalization. Neural Networks 188: 107434 (2025) - [c4]Moonjung Eo, Kyungeun Lee, Hye-Seung Cho, Dongmin Kim, Ye Seul Sim, Woohyung Lim:
Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data. AAAI 2025: 11625-11633 - [c3]Kyungeun Lee, Moonjung Eo, Hye-Seung Cho, Min-Kook Suh, Seoyoon Kim, Ye Seul Sim, Suhee Yoon, Sanghyu Yoon, Woohyung Lim:
Range-limited Augmentation for Few-shot Learning in Tabular Data with Comprehensive Benchmark. KDD (2) 2025: 1262-1273 - [i8]Kyungeun Lee, Moonjung Eo, Hye-Seung Cho, Dongmin Kim, Ye Seul Sim, Seoyoon Kim, Min-Kook Suh, Woohyung Lim:
MultiTab: A Comprehensive Benchmark Suite for Multi-Dimensional Evaluation in Tabular Domains. CoRR abs/2505.14312 (2025) - 2024
- [c2]Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim:
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains. ICML 2024 - [i7]Jaeill Kim, Wonseok Lee, Moonjung Eo, Wonjong Rhee:
Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness. CoRR abs/2403.15517 (2024) - [i6]Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim:
Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains. CoRR abs/2405.07414 (2024) - [i5]Duhun Hwang, Suhyun Kang, Moonjung Eo, Jimyeong Kim, Wonjong Rhee:
Towards a Better Evaluation of Out-of-Domain Generalization. CoRR abs/2405.19703 (2024) - 2023
- [j3]Moonjung Eo, Jeongyun Han, Wonjong Rhee:
Deep Learning Framework With Essential Pre-Processing Techniques for Improving Mixed-Gas Concentration Prediction. IEEE Access 11: 25467-25479 (2023) - [j2]Moonjung Eo, Suhyun Kang, Wonjong Rhee:
An effective low-rank compression with a joint rank selection followed by a compression-friendly training. Neural Networks 161: 165-177 (2023) - [c1]Suhyun Kang, Duhun Hwang, Moonjung Eo, Taesup Kim, Wonjong Rhee:
Meta-Learning with a Geometry-Adaptive Preconditioner. CVPR 2023: 16080-16090 - [i4]Suhyun Kang, Duhun Hwang, Moonjung Eo, Taesup Kim, Wonjong Rhee:
Meta-Learning with a Geometry-Adaptive Preconditioner. CoRR abs/2304.01552 (2023) - [i3]Moonjung Eo, Suhyun Kang, Wonjong Rhee:
A Differentiable Framework for End-to-End Learning of Hybrid Structured Compression. CoRR abs/2309.13077 (2023) - 2021
- [j1]Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee:
Short-Term Traffic Prediction With Deep Neural Networks: A Survey. IEEE Access 9: 54739-54756 (2021) - [i2]Moonjung Eo, Suhyun Kang, Wonjong Rhee:
A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank. CoRR abs/2111.15179 (2021) - 2020
- [i1]Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee:
Short-term Traffic Prediction with Deep Neural Networks: A Survey. CoRR abs/2009.00712 (2020)
Coauthor Index
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