7 citations · 8 across the 3 of their papers we have counts for
3 papers
cs.LG2024★ 1 cited
Enhancing Multivariate Time Series Forecasting with Mutual Information-driven Cross-Variable and Temporal Modeling
Shiyi Qi, Liangjian Wen, Yiduo Li +5
Recent advancements have underscored the impact of deep learning techniques on multivariate time series forecasting (MTSF). Generally, these techniques are bifurcated into two cate…
cs.LG2024
PDETime: Rethinking Long-Term Multivariate Time Series Forecasting from the perspective of partial differential equations
Shiyi Qi, Zenglin Xu, Yiduo Li +4
Recent advancements in deep learning have led to the development of various models for long-term multivariate time-series forecasting (LMTF), many of which have shown promising res…
cs.SE2023★ 7 cited
BadCS: A Backdoor Attack Framework for Code search
Shiyi Qi, Yuanhang Yang, Shuzhzeng Gao +2
With the development of deep learning (DL), DL-based code search models have achieved state-of-the-art performance and have been widely used by developers during software developme…