Sanghoon Kim

4 papers · 2022–2025 · 4 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 · Bronze 🗺️ Taxonomy Completionist (10)

Venues

ACL (1) COLING (1) CVPR (1) NAACL (1)

Top co-authors

Hyeonwoo Kim (3) Chanjun Park (3) Yungi Kim (3) Dahyun Kim (3) Hwalsuk Lee (2) Sukyung Lee (2) Wonho Song (2) Yunsu Kim (2) Jihoo Kim (1) SeongHwan Cho (1)

Research topics

Machine Learning (4) Natural Language Processing (3) Learning Types · Machine Learning (3) Resources & Methods (3) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Analysis (1) Core AI (1) Learning Types · Deep Learning (1) Optimization & Theory (1)

Keywords

large language model (3) direct preference optimization (1) feature correlation (1) continued pretraining (1) instruction tuning (1) multi-class detection (1) convolutional neural network (1) evaluation benchmark (1) model scaling (1) alignment tuning (1) korean language (1) data leakage analysis (1) linguistic diversity (1) preference dataset (1) tiny object detection (1) stepwise training (1) interactive annotation (1) reference model (1) depth up-scaling (1) benchmark evaluation (1)

Papers

sDPO: Don’t Use Your Data All at Once COLING 2025 Open Ko-LLM Leaderboard: Evaluating Large Language Models in Korean with Ko-H5 Benchmark ACL 2024 SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling NAACL 2024 Interactive Multi-Class Tiny-Object Detection CVPR 2022