33 citations · 34 across the 2 of their papers we have counts for
3 papers
cs.DB2026
WeaveData: A Multimodal Data Analysis System with Self-Critiquing and Self-Evolving LLM Plans
Min Jia, Shihao Zhou, Jun-Peng Zhu +9
Multimodal data analysis, which answers questions over relational tables, text, and images, has attracted growing attention in the data management community. Large language models…
cs.LG2024★ 1 cited
TFB: Towards Comprehensive and Fair Benchmarking of Time Series Forecasting Methods
Xiangfei Qiu, Jilin Hu, Lekui Zhou +8
Time series are generated in diverse domains such as economic, traffic, health, and energy, where forecasting of future values has numerous important applications. Not surprisingly…
cs.LG2022★ 33 cited
Heterogeneous Graph Contrastive Learning with Meta-path Contexts and Adaptively Weighted Negative Samples
Jianxiang Yu, Qingqing Ge, Xiang Li +1
Heterogeneous graph contrastive learning has received wide attention recently. Some existing methods use meta-paths, which are sequences of object types that capture semantic relat…