Wonbin Kweon

5 papers · 2022–2026 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

AAAI (2) ACL (1) EMNLP (1) NAACL (1)

Top co-authors

Hwanjo Yu (5) Joonwon Jang (2) SeongKu Kang (2) Sanghwan Jang (2) Runchu Tian (1) Pengcheng Jiang (1) Gyuseok Lee (1) Minjin Jeon (1) Seonghyeon Lee (1) Jaehee Kim (1)

Research topics

Machine Learning (5) Artificial Intelligence (2) Application Areas (2) Core Methods (2) Learning Types (2) Optimization & Theory (2) Data Science & Analytics (1) Natural Language Processing (1) Core AI (1) Learning Paradigms (1) Methods (1) Resources & Methods (1)

Keywords

in-context learning (2) large language model (2) empirical risk minimization (1) time series forecasting (1) probability calibration (1) dataset distillation (1) recommendation system (1) inference optimization (1) frequency domain (1) demonstration retrieval (1) recommender system (1) knowledge retrieval (1) token generation (1) personalized ranking (1) gaussian calibration (1) topic coverage (1) demonstration shortcut (1) prompt calibration (1) reasoning reduction (1) sentence-level reduction (1)

Papers

Harmonic Dataset Distillation for Time Series Forecasting AAAI 2026 Topic Coverage-based Demonstration Retrieval for In-Context Learning EMNLP 2025 Verbosity-Aware Rationale Reduction: Sentence-Level Rationale Reduction for Efficient and Effective Reasoning ACL 2025 Rectifying Demonstration Shortcut in In-Context Learning NAACL 2024 Obtaining Calibrated Probabilities with Personalized Ranking Models AAAI 2022