3 papers
cs.LG2024
Towards Controllable Time Series Generation
Yifan Bao, Yihao Ang, Qiang Huang +2
Time Series Generation (TSG) has emerged as a pivotal technique in synthesizing data that accurately mirrors real-world time series, becoming indispensable in numerous applications…
cs.IR2024
Diversity-Aware -Maximum Inner Product Search Revisited
Qiang Huang, Yanhao Wang, Yiqun Sun +1
The -Maximum Inner Product Search (MIPS) serves as a foundational component in recommender systems and various data mining tasks. However, while most existing MIPS approac…
cs.DB2023
Lightweight-Yet-Efficient: Revitalizing Ball-Tree for Point-to-Hyperplane Nearest Neighbor Search
Qiang Huang, Anthony K. H. Tung
Finding the nearest neighbor to a hyperplane (or Point-to-Hyperplane Nearest Neighbor Search, simply P2HNNS) is a new and challenging problem with applications in many research dom…