18 citations · 50 across the 14 of their papers we have counts for
4 papers · 1 filter
Multi-period Learning for Financial Time Series Forecasting
Xu Zhang, Zhengang Huang, Yunzhi Wu +7
Time series forecasting is important in finance domain. Financial time series (TS) patterns are influenced by both short-term public opinions and medium-/long-term policy and marke…
Aokana: A GPU-Driven Voxel Rendering Framework for Open World Games
Yingrong Fang, Qitong Wang, Wei Wang
Voxels are among the most popular 3D geometric representations today. Due to their intuitiveness and ease-of-editing, voxels have been widely adopted in stylized games and low-cost…
Automated Data Quality Validation in an End-to-End GNN Framework
Sijie Dong, Soror Sahri, Themis Palpanas +1
Ensuring data quality is crucial in modern data ecosystems, especially for training or testing datasets in machine learning. Existing validation approaches rely on computing data q…
LeaFi: Data Series Indexes on Steroids with Learned Filters
Qitong Wang, Ioana Ileana, Themis Palpanas
The ever-growing collections of data series create a pressing need for efficient similarity search, which serves as the backbone for various analytics pipelines. Recent studies hav…