2 citations · 3 across the 4 of their papers we have counts for
4 papers
DOLMA: A Data Object Level Memory Disaggregation Framework for HPC Applications
Haoyu Zheng, Shouwei Gao, Jie Ren +1
Memory disaggregation is promising to scale memory capacity and improves utilization in HPC systems. However, the performance overhead of accessing remote memory poses a significan…
TimeX++: Learning Time-Series Explanations with Information Bottleneck
Zichuan Liu, Tianchun Wang, Jimeng Shi +7
Explaining deep learning models operating on time series data is crucial in various applications of interest which require interpretable and transparent insights from time series s…
PAC Learnability under Explanation-Preserving Graph Perturbations
Xu Zheng, Farhad Shirani, Tianchun Wang +4
Graphical models capture relations between entities in a wide range of applications including social networks, biology, and natural language processing, among others. Graph neural…
HurriCast: Synthetic Tropical Cyclone Track Generation for Hurricane Forecasting
Shouwei Gao, Meiyan Gao, Yuepeng Li +1
The generation of synthetic tropical cyclone(TC) tracks for risk assessment is a critical application of preparedness for the impacts of climate change and disaster relief, particu…