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cs.LG2022
Faithful Explanations for Deep Graph Models
Zifan Wang, Yuhang Yao, Chaoran Zhang +5
This paper studies faithful explanations for Graph Neural Networks (GNNs). First, we provide a new and general method for formally characterizing the faithfulness of explanations f…
cs.CR2022★ 1 cited
Self-Serviced IoT: Practical and Private IoT Computation Offloading with Full User Control
Dohyun Kim, Prasoon Patidar, Han Zhang +2
The rapid increase in the adoption of Internet-of-Things (IoT) devices raises critical privacy concerns as these devices can access a variety of sensitive data. The current status…