Satoshi Munakata

According to our database, Satoshi Munakata authored at least 9 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Overcoming the "Impracticality" of RAG: Proposing a Real-World Benchmark and Multi-Dimensional Diagnostic Framework.

Kenichirou Narita, Siqi Peng, Taku Fukui, Moyuru Yamada, Satoshi Munakata, Satoru Takahashi

CoRR, April, 2026

Scalpel: Fine-Grained Alignment of Attention Activation Manifolds via Mixture Gaussian Bridges to Mitigate Multimodal Hallucination.

Ziqiang Shi, Rujie Liu, Shanshan Yu, Satoshi Munakata, Koichi Shirahata

CoRR, February, 2026

SchröMind: Mitigating Hallucinations in Multimodal Large Language Models via Solving the Schrödinger Bridge Problem.

Ziqiang Shi, Rujie Liu, Shanshan Yu, Satoshi Munakata, Koichi Shirahata

CoRR, February, 2026

2025

Chunk-Link: Context-aware Chunk Completion.

Kenichirou Narita, Satoshi Munakata

Proceedings of the Second International Workshop on Retrieval-Augmented Generation Enabled by Knowledge Graphs (RAGE-KG 2025) co-located with the 24th International Semantic Web Conference (ISWC 2025), 2025

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

Durability Evaluation of Erasure Coding Applying Risk-aware Data Protection in Large-scale Disasters.

Naoshi Yamane, Satoshi Munakata, Luis Guillen, Takaki Nakamura, Takuo Suganuma

Proceedings of the 29th IEEE Pacific Rim International Symposium on Dependable Computing, 2024

2023

Towards Formal Repair and Verification of Industry-scale Deep Neural Networks.

Satoshi Munakata, Susumu Tokumoto, Koji Yamamoto, Kazuki Munakata

Proceedings of the 45th IEEE/ACM International Conference on Software Engineering: ICSE 2023 Companion Proceedings, 2023

2022

Verifying Attention Robustness of Deep Neural Networks against Semantic Perturbations.

Satoshi Munakata, Caterina Urban, Haruki Yokoyama, Koji Yamamoto, Kazuki Munakata

Proceedings of the 29th Asia-Pacific Software Engineering Conference, 2022

2020

Production Scheduling based on Deep Reinforcement Learning using Graph Convolutional Neural Network.

Takanari Seito, Satoshi Munakata

Proceedings of the 12th International Conference on Agents and Artificial Intelligence, 2020