| 2026 | AAAI | Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs. | Jeongwhan Choi, Seungjun Park, Sumin Park, Sung-Bae Cho, Noseong Park |
| 2026 | AAAI | How Many Experts Are Enough? Towards Optimal Semantic Specialization for Mixture-of-Experts. | Sumin Park, Noseong Park |
| 2026 | SAC | CBPE: Causal-aware Blood Pressure Estimation with Multimodal Data. | Hoyoon Byun, Sumin Park, Jinho Kang, Hyeonjeong Lee, Minseong Kim, Doosik Kim, Kwang-Yong Kim, Kyungwoo Song |
| 2025 | VTC | Mixed-Field Localization for Range-Angle Migration with Low Complexity in Automotive MIMO Radar Systems. | Gunhwi Moon, Jeong-Hoon Park, Sumin Park, Seong-Cheol Kim |
| 2024 | COLING | Korean Bio-Medical Corpus (KBMC) for Medical Named Entity Recognition. | Sungjoo Byun, Jiseung Hong, Sumin Park, Dongjun Jang, Jean Seo, Minseok Kim, Chaeyoung Oh, Hyopil Shin |
| 2024 | ICML | PANDA: Expanded Width-Aware Message Passing Beyond Rewiring. | Jeongwhan Choi, Sumin Park, Hyowon Wi, Sung-Bae Cho, Noseong Park |
| 2024 | IGARSS | High Resolution Land Application Approach Using Micosatellite Costellation(NEONSAT) in Korea. | Hyun-Ok Kim, Jong-Sung Ha, Seungtaek Jeong, Yeji Kim, Sumin Park, Han Oh |
| 2022 | WSDM | Reinforcement Learning over Sentiment-Augmented Knowledge Graphs towards Accurate and Explainable Recommendation. | Sung-Jun Park, Dong-Kyu Chae, Hong-Kyun Bae, Sumin Park, Sang-Wook Kim |
| 2019 | ICSE | A simulation-based behavior analysis for MCI response system of systems. | Sumin Park, Zelalem Mihret, Doo-Hwan Bae |
| 2018 | ICSE | A Meta-Model for Representing System-of-Systems Ontologies. | Young Min Baek, Jiyoung Song, Yong-Jun Shin, Sumin Park, Doo-Hwan Bae |
| 2015 | IGARSS | AMSR2 soil moisture downscaling using multisensor products through machine learning approach. | Seonyoung Park, Jungho Im, Sumin Park, Jinyoung Rhee |