37 citations · 45 across the 5 of their papers we have counts for
5 papers
Real-Time Cascade Mitigation in Power Systems Using Influence Graph Improved by Reinforcement Learning
Kai Zhou, Youbiao He, Chong Zhong +1
Despite high reliability, modern power systems with growing renewable penetration face an increasing risk of cascading outages. Real-time cascade mitigation requires fast, complex…
Multivariate confluent Vandermonde with G-Arnoldi and applications
Lei-Hong Zhang, Ya-Nan Zhang, Linyi Yang +1
In the least-squares fitting framework, the Vandermonde with Arnoldi (V+A) method presented in [Brubeck, Nakatsukasa, and Trefethen, {SIAM Review}, 63 (2021), pp. 405-415] is an ef…
PCNN: Pattern-based Fine-Grained Regular Pruning towards Optimizing CNN Accelerators
Zhanhong Tan, Jiebo Song, Xiaolong Ma +8
Weight pruning is a powerful technique to realize model compression. We propose PCNN, a fine-grained regular 1D pruning method. A novel index format called Sparsity Pattern Mask (S…
Domain Constraint Approximation based Semi Supervision
Yifu Wu, Jin Wei, Rigoberto Roche
Deep learning for supervised learning has achieved astonishing performance in various machine learning applications. However, annotated data is expensive and rare. In practice, onl…
Blockchain as a Service: A Decentralized and Secure Computing Paradigm
Gihan J. Mendis, Yifu Wu, Jin Wei +2
Thanks to the advances in machine learning, data-driven analysis tools have become valuable solutions for various applications. However, there still remain essential challenges to…