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Sumin Park

4 papers at tracked venues · 4 at CORE A* · active 2024–2026

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Venues

AAAI ×2ICML ×1NeurIPS ×1

Frequent coauthors

Noseong Park
×3
Jeongwhan Choi
×2
Sung-Bae Cho
×2
Seungjun Park
×1
Dongyoung Kim
×1
Huiwon Jang
×1
Jinwoo Shin
×1
Jaehyung Kim
×1
Younggyo Seo
×1
Hyowon Wi
×1

Papers

  1. Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs
    AAAI 2026 ·
    Jeongwhan Choi
    ,
    Seungjun Park
    , Sumin Park,
    Sung-Bae Cho
    ,
    Noseong Park
  2. How Many Experts Are Enough? Towards Optimal Semantic Specialization for Mixture-of-Experts
    AAAI 2026 · Sumin Park,
    Noseong Park
  3. Robot-R1: Reinforcement Learning for Enhanced Embodied Reasoning in Robotics
    NeurIPS 2025 ·
    Dongyoung Kim
    , Sumin Park,
    Huiwon Jang
    ,
    Jinwoo Shin
    ,
    Jaehyung Kim
    ,
    Younggyo Seo
  4. PANDA: Expanded Width-Aware Message Passing Beyond Rewiring
    ICML 2024 ·
    Jeongwhan Choi
    , Sumin Park,
    Hyowon Wi
    ,
    Sung-Bae Cho
    ,
    Noseong Park