2 papers
cs.LG2026
ATLAS: Adaptive Topology-based Learning at Scale for Homophilic and Heterophilic Graphs
Turja Kundu, Sanjukta Bhowmick
Graph neural networks (GNNs) excel on homophilic graphs where connected nodes share labels, but struggle with heterophilic graphs where edges do not imply similarity. Moreover, ite…
cs.OH2024
SprayCraft: Graph-Based Route Optimization for Variable Rate Precision Spraying
Kiran K. Kethineni, Saraju P. Mohanty, Elias Kougianos +2
To efficiently manage plant diseases, Agriculture Cyber-Physical Systems (A-CPS) have been developed to detect and localize disease infestations by integrating the Internet of Agro…