Moonjung Eo - RankMe

17 papers A* 3Journal 13Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Improving forward compatibility in class incremental learning by increasing representation rank and feature richness. Neural Networks Jaeill Kim, Wonseok Lee, Moonjung Eo, Wonjong Rhee
2025	J	`jnl`	MultiTab: A Comprehensive Benchmark Suite for Multi-Dimensional Evaluation in Tabular Domains. CoRR Kyungeun Lee, Moonjung Eo, Hye-Seung Cho, Dongmin Kim, Ye Seul Sim, Seoyoon Kim, Min-Kook Suh, Woohyung Lim
2025	—	`conf`	Range-limited Augmentation for Few-shot Learning in Tabular Data with Comprehensive Benchmark. KDD (2) Kyungeun Lee, Moonjung Eo, Hye-Seung Cho, Min-Kook Suh, Seoyoon Kim, Ye Seul Sim, Suhee Yoon, Sanghyu Yoon, Woohyung Lim
2025	A*	`conf`	Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data. AAAI Moonjung Eo, Kyungeun Lee, Hye-Seung Cho, Dongmin Kim, Ye Seul Sim, Woohyung Lim
2025	J	`jnl`	Towards a better evaluation of out-of-domain generalization. Neural Networks Duhun Hwang, Suhyun Kang, Moonjung Eo, Jimyeong Kim, Wonjong Rhee
2024	A*	`conf`	Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains. ICML Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim
2024	J	`jnl`	Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains. CoRR Kyungeun Lee, Ye Seul Sim, Hye-Seung Cho, Moonjung Eo, Suhee Yoon, Sanghyu Yoon, Woohyung Lim
2024	J	`jnl`	Improving Forward Compatibility in Class Incremental Learning by Increasing Representation Rank and Feature Richness. CoRR Jaeill Kim, Wonseok Lee, Moonjung Eo, Wonjong Rhee
2024	J	`jnl`	Towards a Better Evaluation of Out-of-Domain Generalization. CoRR Duhun Hwang, Suhyun Kang, Moonjung Eo, Jimyeong Kim, Wonjong Rhee
2023	J	`jnl`	A Differentiable Framework for End-to-End Learning of Hybrid Structured Compression. CoRR Moonjung Eo, Suhyun Kang, Wonjong Rhee
2023	J	`jnl`	An effective low-rank compression with a joint rank selection followed by a compression-friendly training. Neural Networks Moonjung Eo, Suhyun Kang, Wonjong Rhee
2023	J	`jnl`	Deep Learning Framework With Essential Pre-Processing Techniques for Improving Mixed-Gas Concentration Prediction. IEEE Access Moonjung Eo, Jeongyun Han, Wonjong Rhee
2023	A*	`conf`	Meta-Learning with a Geometry-Adaptive Preconditioner. CVPR Suhyun Kang, Duhun Hwang, Moonjung Eo, Taesup Kim, Wonjong Rhee
2023	J	`jnl`	Meta-Learning with a Geometry-Adaptive Preconditioner. CoRR Suhyun Kang, Duhun Hwang, Moonjung Eo, Taesup Kim, Wonjong Rhee
2021	J	`jnl`	A Highly Effective Low-Rank Compression of Deep Neural Networks with Modified Beam-Search and Modified Stable Rank. CoRR Moonjung Eo, Suhyun Kang, Wonjong Rhee
2021	J	`jnl`	Short-Term Traffic Prediction With Deep Neural Networks: A Survey. IEEE Access Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee
2020	J	`jnl`	Short-term Traffic Prediction with Deep Neural Networks: A Survey. CoRR Kyungeun Lee, Moonjung Eo, Euna Jung, Yoonjin Yoon, Wonjong Rhee