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← Authors

Sumin Park

4 papers · 2024–2026 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14) ❓ The Questioner (2)

Conferences

AAAI (2) COLING (1) ICML (1)

Top co-authors

Noseong Park (3) Jeongwhan Choi (2) Sung-Bae Cho (2) Chaeyoung Oh (1) Dongjun Jang (1) Jiseung Hong (1) Minseok Kim (1) Hyopil Shin (1) SungJoo Byun (1) Seungjun Park (1)

Keywords

named entity recognition (1) dynamic routing (1) medical nlp (1) corpus creation (1) message passing (1) long-range dependency (1) biomedical corpus (1) korean language (1) graph neural network (1) semantic specialization (1) sparse mixture-of-experts (1) expert expansion (1) fractal node (1)

Papers

Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs AAAI 2026 How Many Experts Are Enough? Towards Optimal Semantic Specialization for Mixture-of-Experts AAAI 2026 Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition COLING 2024 PANDA: Expanded Width-Aware Message Passing Beyond Rewiring ICML 2024