Yang, Sun

1. TimeCMA: Towards LLM-Empowered Multivariate Time Series Forecasting via Cross-Modality Alignment
   2024/06/03 by Chenxi Liu, Qianxiong Xu, Liu, Chenxi +12 · 44 citations
   Computer Science · Economics, Econometrics and Finance · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Complex Systems and Time Series Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
2. Spatial-Temporal Large Language Model for Traffic Prediction
   2024/01/18 by Liu, Chenxi, Yang, Sun, Xu, Qianxiong +4 · 13 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
3. PET-SQL: A Prompt-Enhanced Two-Round Refinement of Text-to-SQL with Cross-consistency
   2024/03/13 by Zhishuai Li, Li, Zhishuai, Xiang Wang +19 · 11 citations
   Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Scientific Computing and Data Management
4. SQLBench: A Comprehensive Evaluation for Text-to-SQL Capabilities of Large Language Models
   2024/03/05 by Bin Zhang, Zhang, Bin, Yuxiao Ye +18 · 10 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Scientific Computing and Data Management #Semantic Web and Ontologies #Topic Modeling
5. Reboost Large Language Model-based Text-to-SQL, Text-to-Python, and Text-to-Function -- with Real Applications in Traffic Domain
   2023/10/28 by Guanghu Sui, Zhishuai Li, Sui, Guanghu +11 · 3 citations
   Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Scientific Computing and Data Management #Topic Modeling #Web Data Mining and Analysis
6. SQL-to-Schema Enhances Schema Linking in Text-to-SQL
   2024/05/15 by Yang, Sun, Su, Qiong, Li, Zhishuai +4 · 3 citations
   #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences