47 citations · 96 across the 10 of their papers we have counts for
Showing 2021Show all
3 papers · 1 filter
cs.LG2021★ 7 cited
LinkTeller: Recovering Private Edges from Graph Neural Networks via Influence Analysis
Fan Wu, Yunhui Long, Ce Zhang +1
Graph structured data have enabled several successful applications such as recommendation systems and traffic prediction, given the rich node features and edges information. Howeve…
cs.LG2021★ 4 cited
CROP: Certifying Robust Policies for Reinforcement Learning through Functional Smoothing
Fan Wu, Linyi Li, Zijian Huang +3
As reinforcement learning (RL) has achieved great success and been even adopted in safety-critical domains such as autonomous vehicles, a range of empirical studies have been condu…
cs.LG2021★ 47 cited
DataLens: Scalable Privacy Preserving Training via Gradient Compression and Aggregation
Boxin Wang, Fan Wu, Yunhui Long +3
Recent success of deep neural networks (DNNs) hinges on the availability of large-scale dataset; however, training on such dataset often poses privacy risks for sensitive training…