142 citations · 504 across the 29 of their papers we have counts for
5 papers · 1 filter
Federated Graph Representation Learning using Self-Supervision
Susheel Suresh, Danny Godbout, Arko Mukherjee +3
Federated graph representation learning (FedGRL) brings the benefits of distributed training to graph structured data while simultaneously addressing some privacy and compliance co…
A Novel Membership Inference Attack against Dynamic Neural Networks by Utilizing Policy Networks Information
Pan Li, Peizhuo Lv, Shenchen Zhu +2
Unlike traditional static deep neural networks (DNNs), dynamic neural networks (NNs) adjust their structures or parameters to different inputs to guarantee accuracy and computation…
Spatio-temporal Tendency Reasoning for Human Body Pose and Shape Estimation from Videos
Boyang Zhang, SuPing Wu, Hu Cao +3
In this paper, we present a spatio-temporal tendency reasoning (STR) network for recovering human body pose and shape from videos. Previous approaches have focused on how to extend…
Robust Fingerprinting of Genomic Databases
Tianxi Ji, Erman Ayday, Emre Yilmaz +1
Database fingerprinting has been widely used to discourage unauthorized redistribution of data by providing means to identify the source of data leakages. However, there is no fing…
Graph Auto-Encoder Via Neighborhood Wasserstein Reconstruction
Mingyue Tang, Carl Yang, Pan Li
Graph neural networks (GNNs) have drawn significant research attention recently, mostly under the setting of semi-supervised learning. When task-agnostic representations are prefer…