Search Results for author: Chaoran Zhang

Found 2 papers, 1 papers with code

Faithful Explanations for Deep Graph Models

no code implementations24 May 2022 Zifan Wang, Yuhang Yao, Chaoran Zhang, Han Zhang, Youjie Kang, Carlee Joe-Wong, Matt Fredrikson, Anupam Datta

Second, our analytical and empirical results demonstrate that feature attribution methods cannot capture the nonlinear effect of edge features, while existing subgraph explanation methods are not faithful.

Anomaly Detection

GiPH: Generalizable Placement Learning for Adaptive Heterogeneous Computing

1 code implementation23 May 2023 Yi Hu, Chaoran Zhang, Edward Andert, Harshul Singh, Aviral Shrivastava, James Laudon, Yanqi Zhou, Bob Iannucci, Carlee Joe-Wong

Careful placement of a computational application within a target device cluster is critical for achieving low application completion time.

Edge-computing

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