8 citations · 13 across the 3 of their papers we have counts for
3 papers
Learning to Precode for Integrated Sensing and Communications Systems
R. S. Prasobh Sankar, Sidharth S. Nair, Siddhant Doshi +1
In this paper, we present an unsupervised learning neural model to design transmit precoders for integrated sensing and communication (ISAC) systems to maximize the worst-case targ…
Graph Neural Networks with Parallel Neighborhood Aggregations for Graph Classification
Siddhant Doshi, Sundeep Prabhakar Chepuri
We focus on graph classification using a graph neural network (GNN) model that precomputes the node features using a bank of neighborhood aggregation graph operators arranged in pa…
Dr-COVID: Graph Neural Networks for SARS-CoV-2 Drug Repurposing
Siddhant Doshi, Sundeep Prabhakar Chepuri
The 2019 novel coronavirus (SARS-CoV-2) pandemic has resulted in more than a million deaths, high morbidities, and economic distress worldwide. There is an urgent need to identify…