Research Achievements

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)

10, 2026

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)

2, 2026

DOI: 10.1109/TKDE.2025.3632295

Vol/No/Pages: Vol. 38 , No. 2 , pp. 857 - 871

Ultraverse: An Efficient What-if Analysis Framework for Software Applications Interacting with Database Systems

Ronny Ko, Chuan Xiao, Makoto Onizuka, Zhiqiang Lin, Yihe Huang

Proceedings of the ACM on Management of Data (PACMMOD)

2, 2025

DOI: 10.1145/3709734

Vol/No/Pages: Vol. 3 , No. 1

SIMformer: Single-Layer Vanilla Transformer Can Learn Free-Space Trajectory Similarity

Chuang Yang, Renhe Jiang, Xiaohang Xu, Chuan Xiao, Kaoru Sezaki

Proceedings of the VLDB Endowment (PVLDB)

8, 2024

DOI: 10.14778/3705829.3705853

Vol/No/Pages: Vol. 18 , No. 2.0 , pp. 390 -- 398

Privacy-Enhanced Database Synthesis for Benchmark Publishing

Yunqing Ge, Jianbin Qin, Shuyuan Zheng, Yongrui Zhong, Bo Tang, Yu-Xuan Qiu, Rui Mao, Ye Yuan, Makoto Onizuka, Chuan Xiao

Proceedings of the VLDB Endowment (PVLDB)

2024

Vol/No/Pages: Vol. 18(2) , pp. 413 -- 425

Benchmark for Personalized Federated Learning

Koji Matsuda, Yuya Sasaki, Chuan Xiao, Makoto Onizuka

IEEE Open Journal of the Computer Society

2023

Vol/No/Pages: Vol. vol.01 , pp. 1 -- 12

Utilization of Information Entropy in Training and Evaluation of Students’ Abstraction Performance and Algorithm Efficiency in Programming

Chuan Xiao, Zengqing Wu, Huizhong Liu

IEEE Transactions on Education

2023

Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach.

Yuyang Dong, Kunihiro Takeoka, Chuan Xiao, Masafumi Oyamada

IEEE International Conference on Data Engineering (ICDE) 2021.

4, 2021

HVS: Hierarchical Graph Structure Based on Voronoi Diagrams for Solving Approximate Nearest Neighbor Search

Kejing Lu, Mineichi Kudo, Chuan Xiao, Yoshiharu Ishikawa

Proceedings of the VLDB Endowment (PVLDB)

2021

Vol/No/Pages: Vol. 15 , No. 2.0 , pp. 246 -- 258