Li, Zhishuai

1. 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 · 9 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
2. SQLBench: A Comprehensive Evaluation for Text-to-SQL Capabilities of Large Language Models
   2024/03/05 by Bin Zhang, Yuxiao Ye, Zhang, Bin +18 · 8 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
3. Spatial-Temporal Large Language Model for Traffic Prediction
   2024/01/18 by Liu, Chenxi, Yang, Sun, Xu, Qianxiong +4 · 7 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. KITS: Inductive Spatio-Temporal Kriging with Increment Training Strategy
   2023/11/05 by Qianxiong Xu, Xu, Qianxiong, Cheng Long +9 · 4 citations
   Earth and Planetary Sciences · Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Cryospheric studies and observations #FOS: Computer and information sciences #Geographic Information Systems Studies #Machine Learning (cs.LG) #Remote-Sensing Image Classification
5. 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
6. 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 Sui, Guanghu, Li, Zhishuai, Li, Ziyue +4 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
7. MM-DAG: Multi-task DAG Learning for Multi-modal Data -- with Application for Traffic Congestion Analysis
   2023/06/05 by Tian Lan, Lan, Tian, Ziyue Li +15 · 2 citations
   Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multi-Criteria Decision Making
8. TraffiDent: A Dataset for Understanding the Interplay Between Traffic Dynamics and Incidents
   2024/07/16 by Xiaochuan Gou, Gou, Xiaochuan, Ziyue Li +15 · 1 citation
   Computer Science · Decision Sciences · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
9. VisionTraj: A Noise-Robust Trajectory Recovery Framework based on Large-scale Camera Network
   2023/12/11 by Li, Zhishuai, Li, Ziyue, Hu, Xiaoru +5 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)