Production Scheduling based on Deep Reinforcement Learning using Graph Convolutional Neural Network. - Takanari Seito; Satoshi Munakata (ICAART (2), 2020)

Verifying Attention Robustness of Deep Neural Networks against Semantic Perturbations. - Satoshi Munakata; Caterina Urban; Haruki Yokoyama; Koji Yamamoto 002; Kazuki Munakata (APSEC, 2022)

Towards Formal Repair and Verification of Industry-scale Deep Neural Networks. - Satoshi Munakata; Susumu Tokumoto; Koji Yamamoto 002; Kazuki Munakata (ICSE Companion, 2023)

Durability Evaluation of Erasure Coding Applying Risk-aware Data Protection in Large-scale Disasters. - Naoshi Yamane; Satoshi Munakata; Luis Guillen 001; Takaki Nakamura; Takuo Suganuma (PRDC, 2024)

A Multiple-Fill-in-the-Blank Exam Approach for Enhancing Zero-Resource Hallucination Detection in Large Language Models. - Satoshi Munakata; Taku Fukui; Takao Mohri (CoRR, 2024)