Zhang, Tieying
- ChatTS: Aligning Time Series with LLMs via Synthetic Data for Enhanced Understanding and Reasoning
2024/12/04 by Zhe Xie, Xie, Zhe, Zeyan Li +15 · 1 voice · 29 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
- OmniSQL: Synthesizing High-quality Text-to-SQL Data at Scale
2025/03/04 by Haoyang Li, Li, Haoyang, Shang Wu +21 · 33 citations
Computer Science · #Advanced Database Systems and Queries #Cloud Computing and Resource Management #Computation and Language (cs.CL) #Databases (cs.DB) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences
- E2ETune: End-to-End Knob Tuning via Fine-tuned Generative Language Model
2024/04/17 by Huang, Xinmei, Li, Haoyang, Zhang, Jing +7 · 5 citations
#Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences
- Flow-of-Action: SOP Enhanced LLM-Based Multi-Agent System for Root Cause Analysis
2025/02/12 by Pei, Changhua, Wang, Zexin, Liu, Fengrui +9 · 10 citations
#D.2.5 #FOS: Computer and information sciences #Software Engineering (cs.SE)
- Scheduling OLTP Transactions via Machine Learning
2019/03/07 by Sheng, Yangjun, Tomasic, Anthony, Zhang, Tieying +1 · 1 citation
#Databases (cs.DB) #FOS: Computer and information sciences
- ATFNet: Adaptive Time-Frequency Ensembled Network for Long-term Time Series Forecasting
2024/04/08 by Hengyu Ye, Jiadong Chen, Ye, Hengyu +11 · 2 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- COOOL: A Learning-To-Rank Approach for SQL Hint Recommendations
2023/04/10 by Xianghong Xu, Xu, Xianghong, Zhibing Zhao +9 · 1 citation
Computer Science · Decision Sciences · #Data Stream Mining Techniques #Data Quality and Management #Data Management and Algorithms
- Disentangled Interpretable Representation for Efficient Long-term Time Series Forecasting
2024/11/26 by Zhao, Yuang, Li, Tianyu, Chen, Jiadong +4 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Communicate Through Implicit Communication Channels
2024/11/03 by Wang, Han, Chen, Binbin, Zhang, Tieying +1 · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Query Performance Explanation through Large Language Model for HTAP Systems
2024/12/02 by Hua Xiu, Li Zhang, Xiu, Haibo +7 · 1 citation
Decision Sciences · Computer Science · #Data Quality and Management #Software System Performance and Reliability #Cloud Computing and Resource Management
- LLMIA: An Out-of-the-Box Index Advisor via In-Context Learning with LLMs
2025/03/10 by Xinxin Zhao, Zhao, Xinxin, Xinmei Huang +15 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Databases (cs.DB) #FOS: Computer and information sciences #Recommender Systems and Techniques