Xiao, Chuan
- Large Language Models as Urban Residents: An LLM Agent Framework for Personal Mobility Generation
2024/02/22 by Jiawei Wang, Renhe Jiang, Wang, Jiawei +11 · 43 citations
Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Transportation and Mobility Innovations
- Shall We Team Up: Exploring Spontaneous Cooperation of Competing LLM Agents
2024/02/19 by Zengqing Wu, Wu, Zengqing, Run Peng +15 · 18 citations
Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Digital Platforms and Economics #FOS: Computer and information sciences #FOS: Economics and business #Franchising Strategies and Performance #General Economics (econ.GN) #Multiagent Systems (cs.MA)
- Efficient Joinable Table Discovery in Data Lakes: A High-Dimensional Similarity-Based Approach
2020/10/26 by Yuyang Dong, Kunihiro Takeoka, Dong, Yuyang +5 · 8 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Management and Algorithms #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Web Data Mining and Analysis
- Large Language Models as Data Preprocessors
2023/08/30 by Haochen Zhang, Yuyang Dong, Zhang, Haochen +5 · 9 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- "Guinea Pig Trials" Utilizing GPT: A Novel Smart Agent-Based Modeling Approach for Studying Firm Competition and Collusion
2023/08/21 by Xu Han, Zengqing Wu, Han, Xu +3 · 4 citations
Decision Sciences · Economics, Econometrics and Finance · #Artificial Intelligence (cs.AI) #Auction Theory and Applications #Complex Systems and Time Series Analysis #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #FOS: Economics and business #Finance #General Economics (econ.GN) #I.2.1 #I.2.7 #I.6.5 #J.4 #Merger and Competition Analysis #Multiagent Systems (cs.MA) #and Science (cs.CE)
- Smart Agent-Based Modeling: On the Use of Large Language Models in Computer Simulations
2023/11/10 by Zengqing Wu, Wu, Zengqing, Run Peng +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #FOS: Economics and business #Finance #General Economics (econ.GN) #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA) #Topic Modeling #and Science (cs.CE)
- Seven Security Challenges in Cross-domain Multi-agent LLM Systems
2025/05/28 by Ronny Ko, Ko, Ronny, Ji‐Seong Jeong +11 · 9 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Digital Rights Management and Security #FOS: Computer and information sciences
- High-Ratio Compression for Machine-Generated Data
2023/11/23 by Jiujing Zhang, Zhang, Jiujing, Zhitao Shen +17 · 4 citations
Computer Science · #Advanced Data Storage Technologies #Advanced Database Systems and Queries #Algorithms and Data Compression #Databases (cs.DB) #FOS: Computer and information sciences
- Jellyfish: A Large Language Model for Data Preprocessing
2023/12/04 by Zhang, Haochen, Dong, Yuyang, Xiao, Chuan +1 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- LLM-Based Social Simulations Require a Boundary
2025/06/24 by Zhisheng Wu, Run Peng, Wu, Zengqing +4 · 6 citations
Computer Science · Social Sciences · Business, Management and Accounting · #Multi-Agent Systems and Negotiation #Artificial Intelligence in Law #Business Process Modeling and Analysis
- Fast Subtrajectory Similarity Search in Road Networks under Weighted Edit Distance Constraints
2020/06/09 by Satoshi Koide, Chuan Xiao, Koide, Satoshi +3 · 1 citation
Computer Science · #Data Management and Algorithms #Time Series Analysis and Forecasting #Advanced Database Systems and Queries
- FedMe: Federated Learning via Model Exchange
2021/10/15 by Matsuda, Koji, Sasaki, Yuya, Xiao, Chuan +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Scardina: Scalable Join Cardinality Estimation by Multiple Density Estimators
2023/03/31 by Ryuichi Ito, Ito, Ryuichi, Yuya Sasaki +5 · 1 citation
Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Semantic Web and Ontologies
- SIMformer: Single-Layer Vanilla Transformer Can Learn Free-Space Trajectory Similarity
2024/10/18 by Yang, Chuang, Jiang, Renhe, Xu, Xiaohang +2 · 2 citations
#Databases (cs.DB) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
- Probabilistic Routing for Graph-Based Approximate Nearest Neighbor Search
2024/02/17 by Kejing Lu, Chuan Xiao, Lu, Kejing +3 · 2 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG)
- BClean: A Bayesian Data Cleaning System
2023/11/11 by Jianbin Qin, Qin, Jianbin, Sifan Huang +15 · 1 citation
Computer Science · Decision Sciences · #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data