Hyuck Lee

5 papers · 2021–2025 · 5 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 📈 Trend Setter

Venues

ACL (1) CVPR (1) ECCV (1) ICCV (1) NeurIPS (1)

Top co-authors

Heeyoung Kim (4) Taemin Park (2) Junwoo Park (1) DAEHOON GWAK (1) Dohyun Lee (1) Seungjae Shin (1) Jaegul Choo (1)

Research topics

Machine Learning (4) Learning Types · Machine Learning (4) Core Methods (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Learning Types · Deep Learning (1) Resources & Methods (1)

Keywords

semi-supervised learning (3) class imbalance (3) logit adjustment (2) representation learning (2) time series forecasting (1) consistency regularization (1) class distribution mismatch (1) classifier bia (1) distribution mismatch (1) large language model (1) noise sensitivity (1) numerical sequence (1) zero-shot learning (1) domain adaptation (1) pseudo labeling (1)

Papers

Learnable Logit Adjustment for Imbalanced Semi-Supervised Learning under Class Distribution Mismatch ICCV 2025 Revisiting LLMs as Zero-Shot Time Series Forecasters: Small Noise Can Break Large Models ACL 2025 CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning CVPR 2024 Rebalancing Using Estimated Class Distribution for Imbalanced Semi-Supervised Learning under Class Distribution Mismatch ECCV 2024 ABC: Auxiliary Balanced Classifier for Class-imbalanced Semi-supervised Learning NeurIPS 2021