21 citations · 88 across the 14 of their papers we have counts for
3 papers · 1 filter
Dynamic Structure Learning through Graph Neural Network for Forecasting Soil Moisture in Precision Agriculture
Anoushka Vyas, Sambaran Bandyopadhyay
Soil moisture is an important component of precision agriculture as it directly impacts the growth and quality of vegetation. Forecasting soil moisture is essential to schedule the…
Robust Hierarchical Graph Classification with Subgraph Attention
Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty
Graph neural networks get significant attention for graph representation and classification in machine learning community. Attention mechanism applied on the neighborhood of a node…
Unsupervised Graph Representation by Periphery and Hierarchical Information Maximization
Sambaran Bandyopadhyay, Manasvi Aggarwal, M. Narasimha Murty
Deep representation learning on non-Euclidean data types, such as graphs, has gained significant attention in recent years. Invent of graph neural networks has improved the state-o…