XIAO Chuan

Affiliation and department：
Other affiliations (1)：

Homepage URL (1)： https://sites.google.com/site/chuanxiao1983/

Research field (1)： Intelligent informatics

Research keywords (5)： data integration , query processing , textual databases , spatio-temporal databases , data cleaning

Research theme for competitive and other funds (9)：

2023 - 2027 Self-optimized graph database management system with deep learning
2022 - 2026 Intelligent Information Retrieval Systems for Text Databases of Japanese and Chinese Classics
2019 - 2021 Efficient Query Processing for Learning-based Data Management
2018 - 2020 A Study on Text Processing Method of Multi-source Data Record Linkage in Big Data
2016 - 2019 戦略的社会サービスのためのリアルタイム型サイバーフィジカル時空間分析に関する研究

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Papers (84)：

Zengqing Wu, Huizhong Liu, Chuan Xiao 0001. Utilization of Information Entropy in Training and Evaluation of Students' Abstraction Performance and Algorithm Efficiency in Programming. IEEE Transactions on Education. 2024. 67. 2. 266-281
Haochen Zhang, Yuyang Dong, Chuan Xiao 0001, Masafumi Oyamada. Large Language Models as Data Preprocessors. VLDB Workshops. 2024
Haochen Zhang, Yuyang Dong, Chuan Xiao 0001, Masafumi Oyamada. Jellyfish: Instruction-Tuning Local Large Language Models for Data Preprocessing. EMNLP. 2024. 8754-8782
Zengqing Wu, Run Peng, Shuyuan Zheng, Qianying Liu, Xu Han, Brian Inhyuk Kwon, Makoto Onizuka, Shaojie Tang 0001, Chuan Xiao 0001. Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents. EMNLP (Findings). 2024. 5163-5186
Yuyang Dong, Masafumi Oyamada, Chuan Xiao 0001, Haochen Zhang. On the Use of Large Language Models for Table Tasks. CIKM. 2024. 5518-5521

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MISC (1)：

Lu Qin, Wenjie Zhang, Ying Zhang, You Peng, Hiroyuki Kato, Wei Wang, Chuan Xiao. Software Foundations for Data Interoperability and Large Scale Graph Data Analytics - 4th International Workshop, SFDI 2020, and 2nd International Workshop, LSGDA 2020, held in Conjunction with VLDB 2020, Tokyo, Japan, September 4, 2020, Proceedings. SFDI/LSGDA@VLDB. 2020. 1281

Patents (1)：

Lectures and oral presentations (19)：

Frontier Research on the Applications of Large Language Models
(Institute of High-Performance Computing, Shenzhen University 2023)
Smart Agent-Based Modeling - On the Use of Large Language Models in Computer Simulations
(5th joint Korea-Japan Workshop on Management of Data 2023)
Data Science for the Study of History: from Statistics to Machine Learning
(Korea-Japan (Japan-Korea) Database Workshop 2022 2022)
Data Science for the Study of History: from Statistics to Machine Learning
(30th Anniversary Symposium of the Center for Computational Sciences 2022)
Querying High-Dimensional Vectors: Challenges, Techniques, and Software
(39th National Database Conference of China 2022)

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Education (2)：

Professional career (1)：

Work history (5)：

2021/04 - 現在 Osaka University Institute for Advanced Co-Creation Studies Associate Professor
2019/05 - 現在 Nagoya University Graduate School of Informatics Guest Associate Professor
2019/04 - 2021/03 Osaka University Graduate School of Information Science and Technology Specially Appointed Associate Professor
2014/03 - 2019/03 Nagoya University Institute for Advanced Research Designated Assistant Professor
2011/10 - 2014/02 Nagoya University Graduate School of Information Science Research Associate

Awards (20)：

2024/03 - DBSJ Sponsorship Award
2021/06 - Institute of Electronics, Information and Communication Engineers IEICE Paper of the Year
2019/06 - ACM SIGMOD 2019 Student Travel Award Autocompletion for Prefix-Abbreviated Input
2019/06 - DEIM2019 Outstanding Paper Award
2019/06 - Institute of Electronics, Information and Communication Engineers IEICE Paper of the Year An Efficient Algorithm for Location-Aware Query Autocompletion

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Association Membership(s) (2)：

THE DATABASE SOCIETY OF JAPAN , ACM SIGMOD

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