5 citations · 9 across the 3 of their papers we have counts for
3 papers
cs.LG2026
A Lightweight Sparse Interaction Network for Time Series Forecasting
Xu Zhang, Qitong Wang, Peng Wang +1
Recent work shows that linear models can outperform several transformer models in long-term time-series forecasting (TSF). However, instead of explicitly performing temporal intera…
cs.DB2024★ 5 cited
DumpyOS: A Data-Adaptive Multi-ary Index for Scalable Data Series Similarity Search
Zeyu Wang, Qitong Wang, Peng Wang +2
Data series indexes are necessary for managing and analyzing the increasing amounts of data series collections that are nowadays available. These indexes support both exact and app…
cs.CV2024★ 4 cited
Enhancing Adaptive Deep Networks for Image Classification via Uncertainty-aware Decision Fusion
Xu Zhang, Zhipeng Xie, Haiyang Yu +3
Handling varying computational resources is a critical issue in modern AI applications. Adaptive deep networks, featuring the dynamic employment of multiple classifier heads among…