Kunwoong Kim

5 papers · 2022–2026 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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

Venues

ICML (3) AAAI (2)

Top co-authors

Yongdai Kim (5) Dongha Kim (3) Jihu Lee (2) Ilsang Ohn (2) Sangchul Park (1) Yongchan Choi (1) Jongjin Lee (1) Jinwon Park (1) Insung Kong (1) Jaesung Hwang (1)

Research topics

Machine Learning (5) Application Areas (3) Deep Learning (2) Core Methods (2) Learning Types (2) Artificial Intelligence (1) Data Science & Analytics (1) Mathematics & Optimization (1) Applications (1) Architectures (1) Core AI (1) Models (1) Optimization (1)

Keywords

fair clustering (2) adversarial training (1) computational efficiency (1) outlier detection (1) model-based clustering (1) label noise (1) joint probability distribution (1) k-means (1) mixture model (1) noisy label (1) numerical stability (1) multimodal data (1) cluster assignment (1) demographic parity (1) integral probability metric (1) cluster center (1) memorization effect (1) fair representation (1) clean sample identification (1) feature space interpolation (1)

Papers

Fair Model-based Clustering AAAI 2026 Fair Clustering via Alignment ICML 2025 IOFM: Using the Interpolation Technique on the Over-Fitted Models to Identify Clean-Annotated Samples AAAI 2024 ODIM: Outlier Detection via Likelihood of Under-Fitted Generative Models ICML 2024 Learning fair representation with a parametric integral probability metric ICML 2022