publications

2026

1. NeurIPS

   Structuring Open-Ended NAS: Semi-Automated Design Knowledge Structuring with LLMs for Efficient Neural Architecture Search

   Y. Sakuma, M. Yoshimura, Marcel Gröpl, and 4 more authors

   In Advances in Neural Information Processing Systems (NeurIPS), 2026

   arXiv Bib

   @inproceedings{sakuma2026structuring,
     title = {Structuring Open-Ended NAS: Semi-Automated Design Knowledge Structuring with LLMs for Efficient Neural Architecture Search},
     author = {Sakuma, Y. and Yoshimura, M. and Gröpl, Marcel and Sun, Z. and Otsuka, J. and Irie, A. and Ohashi, T.},
     booktitle = {Advances in Neural Information Processing Systems (NeurIPS)},
     year = {2026},
   }

2. ECCV

   Entropy-Gradient Grounding: Training-Free Evidence Retrieval in Vision-Language Models

   Marcel Gröpl, Jaewoo Jung, Seungryong Kim, and 2 more authors

   In European Conference on Computer Vision (ECCV), 2026

   arXiv Bib Website

   @inproceedings{groepl2026entropy,
     title = {Entropy-Gradient Grounding: Training-Free Evidence Retrieval in Vision-Language Models},
     author = {Gröpl, Marcel and Jung, Jaewoo and Kim, Seungryong and Pollefeys, Marc and Hong, Sunghwan},
     booktitle = {European Conference on Computer Vision (ECCV)},
     year = {2026},
   }