publications

2026

1. KCC

   Coordinated Exploration in Distributed Traffic Signal Control through Adjacent Intersection Novelty Sharing

   Seungseok Han, Jinyeong Park, and Jibum Kim

   In Proceedings of the Korea Computer Congress (KCC), Jun 2026

   PDF
2. arXiv

   QATMA: Quantization-Aware Training with Multimodal Alignment for Open-Vocabulary Object Detection

   Jinyeong Park, Donghwa Kang, Seunghwan An, and 4 more authors

   arXiv preprint arXiv:2603.05964. Under review , 2026

   Bib HTML

   @article{park2026qatma,
     title = {QATMA: Quantization-Aware Training with Multimodal Alignment for Open-Vocabulary Object Detection},
     author = {Park, Jinyeong and Kang, Donghwa and An, Seunghwan and Kim, Insoo and Kang, Brent ByungHoon and Baek, Hyeongboo and Kim, Jibum},
     journal = {arXiv preprint arXiv:2603.05964},
     year = {2026},
     archiveprefix = {arXiv},
     primaryclass = {cs.CV},
     url = {https://arxiv.org/abs/2603.05964},
   }

3. arXiv

   CAMEL-CLIP: Channel-aware Multimodal Electroencephalography-text Alignment for Generalizable Brain Foundation Models

   Hanseul Choi, Jinyeong Park, Seongwon Jin, and 2 more authors

   arXiv preprint arXiv:2603.13272. Under review , 2026

   Bib HTML

   @article{choi2026camelclip,
     title = {CAMEL-CLIP: Channel-aware Multimodal Electroencephalography-text Alignment for Generalizable Brain Foundation Models},
     author = {Choi, Hanseul and Park, Jinyeong and Jin, Seongwon and Park, Sungho and Kim, Jibum},
     journal = {arXiv preprint arXiv:2603.13272},
     year = {2026},
     archiveprefix = {arXiv},
     primaryclass = {cs.LG},
     url = {https://arxiv.org/abs/2603.13272},
   }

2025

1. JCIM

   Mol-AIR: Molecular Reinforcement Learning with Adaptive Intrinsic Rewards for Goal-Directed Molecular Generation

   Jinyeong Park, Jaegyoon Ahn, Jonghwan Choi, and 1 more author

   Journal of Chemical Information and Modeling. SCIE, IF 6.4 (Q1) , Feb 2025

   PMID: 39988822

   DOI Bib Code

   

   @article{park2025molair,
     title = {Mol-AIR: Molecular Reinforcement Learning with Adaptive Intrinsic Rewards for Goal-Directed Molecular Generation},
     author = {Park, Jinyeong and Ahn, Jaegyoon and Choi, Jonghwan and Kim, Jibum},
     journal = {Journal of Chemical Information and Modeling},
     volume = {65},
     number = {5},
     pages = {2283--2296},
     year = {2025},
     month = feb,
     publisher = {American Chemical Society (ACS)},
     doi = {10.1021/acs.jcim.4c01669},
     note = {PMID: 39988822},
     url = {https://doi.org/10.1021/acs.jcim.4c01669},
   }

2. IEEE Access

   GuideCAD: A Lightweight Multimodal Framework for 3D CAD Model Generation via Prefix Embedding

   Minseong Kim, Jinyeong Park, Sungho Park, and 1 more author

   IEEE Access. SCIE, IF 4.2 (Q2) , Sep 2025

   DOI Bib

   @article{kim2025guidecad,
     title = {GuideCAD: A Lightweight Multimodal Framework for 3D CAD Model Generation via Prefix Embedding},
     author = {Kim, Minseong and Park, Jinyeong and Park, Sungho and Kim, Jibum},
     journal = {IEEE Access},
     volume = {13},
     pages = {153406--153419},
     year = {2025},
     month = sep,
     publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
     doi = {10.1109/ACCESS.2025.3604810},
     url = {https://doi.org/10.1109/ACCESS.2025.3604810},
     keywords = {Solid modeling; Three-dimensional displays; Computational modeling; Adaptation models; Training; Shape; Predictive models; Computational efficiency; Visualization; Tuning; Multi-modal learning; vision-language model; prefix embedding; 3D CAD modeling},
   }

3. KCC

   ViPCAD: A Vision and Prompt-based Multimodal Model for CAD Command Sequence Generation

   Sungyoon Jung, Juheon Kim, Jinyeong Park, and 3 more authors

   In Proceedings of the Korea Computer Congress (KCC), Jul 2025

   PDF