Author

Hye-Seung Cho

Observed name: Cho, Hye-Seung

Institution: LG AI Research (South Korea)

Observed institutions: Kwangwoon University, LG AI Research (South Korea)

ORCID: 0009-0009-4165-7643

Observed ORCID: 0009-0009-4165-7643

OpenAlex ID: A5035532740

EXAONE Tabular 1.0 : Technical Report

2026 · Eo, Moonjung, Suh, Min-Kook, et al. · arXiv (Cornell University) · 16

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Robust audio fingerprinting using peak-pair-based hash of non-repeating foreground audio in a real environment

2016 · Hyoung-Gook Kim, Hye-Seung Cho, et al. · Cluster Computing · 16

Binning as a Pretext Task: Improving Self-Supervised Learning in Tabular Domains

2024 · Lee, Kyungeun, Sim, Ye Seul, et al. · arXiv (Cornell University) · 11

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A robust audio identification for enhancing audio-based indoor localization

2016 · Hye-Seung Cho, Sang-Sun Ko, et al. · IEEE International Conference on Multimedia & Expo Workshops (ICMEW) · 6

MultiTab: A Comprehensive Benchmark Suite for Multi-Dimensional Evaluation in Tabular Domains

2026 · Kyungeun Lee, Moonjung Eo, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 5

ReTabAD: A Benchmark for Restoring Semantic Context in Tabular Anomaly Detection

2025 · Yoon, Sanghyu, Kim, Dongmin, et al. · arXiv (Cornell University) · 4

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Diffusion-based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection

2025 · Suhee Yoon, Sanghyu Yoon, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 4

Representation Space Augmentation for Effective Self-Supervised Learning on Tabular Data

2025 · Moonjung Eo, Kyungeun Lee, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 3

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TV Advertisement Search Based on Audio Peak-Pair Hashing in Real Environments

2015 · Hyoung-Gook Kim, Hye-Seung Cho, et al. · International Conference on IT Convergence and Security (ICITCS) · 3

Range-limited Augmentation for Few-shot Learning in Tabular Data with Comprehensive Benchmark

2025 · Kyungeun Lee, Moonjung Eo, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 2

ImagePiece: Content-aware Re-tokenization for Efficient Image Recognition

2025 · Seungdong Yoa, Seungjun Lee, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1

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Singing Voice Separation From Monaural Music Based On Kernel Back-Fitting Using Beta-Order Spectral Amplitude Estimation.

2015 · Hye-Seung Cho, Lee, Jun-Yong, et al. · Zenodo (CERN European Organization for Nuclear Research) · 1

Vocal separation from monaural music using adaptive auditory filtering based on kernel back-fitting

2015 · Jun-Yong Lee, Hye-Seung Cho, et al. · Interspeech (USB) · 1

Efficient Piecewise-Linear Embeddings for Deep Tabular Regression by Guided Breakpoint Allocation

2026 · Min-Kook Suh, Moonjung Eo, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)

Vocal separation method using weighted β-order minimum mean square error estimation based on kernel back-fitting

2016 · Hye-Seung Cho, Hyoung-Gook Kim · The Journal of the Acoustical Society of Korea

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Receiver-Based Adaptive Signal Control for Enhancing VoIP Speech Quality

2016 · Hye-Seung Cho, Qing-Fu Han, et al. · Lecture notes in electrical engineering

Works count: 16

Citation count: 73

H-index: 5

I10-index: 3