Research Achievements

DeepJoin: Joinable Table Discovery with Pre-trained Language Models

Yuyang Dong, Chuan Xiao, Takuma Nozawa, Masafumi Enomoto, Masafumi Oyamada

International Conference on Very Large Data Bases(VLDB)

2023

Vol/No/Pages: Vol. Vol. 16

CAGAIN: Column Attention Generative Adversarial Imputation Networks

Jun Kawagoshi, Yuyang Dong, Takuma Nozawa, Chuan Xiao

34th International Conference on Database and Expert Systems Applications

2023

"Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion.

Xu Han, Zengqing Wu, Chuan Xiao

Conference on Information Systems and Technology (CIST)

2023

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