研究成果

ShapleyLaw: A Game-Theoretic Approach to Multilingual Scaling Laws

Xuyang Cao, Qianying Liu, Chuan Xiao, Yusuke Oda, Jiayi Wang, Pontus Stenetorp, Daisuke Kawahara, Makoto Onizuka, Sadao Kurohashi, Shuyuan Zheng

Conference on Empirical Methods in Natural Language Processing (EMNLP)

2026年10月

Sublime: Selecting Subgraph Matching Algorithms via Machine Learning

Genryu Kuraya, Konstantinos Skitsas, Davide Mottin, Panagiotis Karras, Daichi Amagata, Yuya Sasaki

Proceedings of the ACM on Management of Data

2026年5月

巻・号・ページ: Vol. 4 , No. 3 , pp. 1-25

An In-depth Evaluation of Large Language Models in Sentence Simplification with Error-based Human Assessment

Xuanxin Wu, Yuki Arase

ACM Transactions on Intelligent Systems and Technology (ACM TIST)

2026年4月

巻・号・ページ: Vol. 17 , No. 4

Attentionスコアの分布類似性を用いた大規模言語モデルの動作異効率化および省メモリ化

谷口 令, 肖 川, 董 于洋, 小山田 昌史, 鬼塚 真

日本データベース学会和文論文誌

2026年3月

巻・号・ページ: Vol. 24-J , pp. No.7

Systemic gendered citation imbalance in computer science: evidence from conferences and journals

Kazuki Nakajima, Yuya Sasaki, Sohei Tokuno, George Fletcher

Scientometrics

2026年3月

巻・号・ページ: Vol. 2049–2077

AKV: Agile Read-Efficiently Key-Value OLTP Engine for Non-Volatile Memory

Shuai Liu, Jianbin Qin, Tianyu Wang, Yuxing Chen, Anqun Pan, Rui Mao, Yuxuan Qiu, Makoto Onizuka, Chuan Xiao

IEEE Transactions on Knowledge and Data Engineering (TKDE)

2026年2月

DOI: 10.1109/TKDE.2025.3632295

巻・号・ページ: Vol. 38 , No. 2 , pp. 857 - 871

QIEA-TGX+: Post-hoc Explainer for Temporal Graph Neural Networks with Quantum-Inspired Evolutionary Algorithm

Rikuya Ohara, Masahiro Mitani, Yuya Sasaki

IEEE ACCESS

2026

Survey on Verifiable Machine Learning

Lyu He, Xikun Jiang, Borid Dudder, Yuya Sasaki

ACM Computing Survey

2026

DOI: 10.1145/3847111