18 citations · 48 across the 14 of their papers we have counts for
5 papers · 1 filter
eBIM-GNN : Fast and Scalable energy analysis through BIMs and Graph Neural Networks
Rucha Bhalchandra Joshi, Annada Prasad Behera, Subhankar Mishra
Building Information Modeling has been used to analyze as well as increase the energy efficiency of the buildings. It has shown significant promise in existing buildings by deconst…
Learning Graph Representations
Rucha Bhalchandra Joshi, Subhankar Mishra
Social and information networks are gaining huge popularity recently due to their various applications. Knowledge representation through graphs in the form of nodes and edges shoul…
QUARC: Quaternion Multi-Modal Fusion Architecture For Hate Speech Classification
Deepak Kumar, Nalin Kumar, Subhankar Mishra
Hate speech, quite common in the age of social media, at times harmless but can also cause mental trauma to someone or even riots in communities. Image of a religious symbol with d…
FLaPS: Federated Learning and Privately Scaling
Sudipta Paul, Poushali Sengupta, Subhankar Mishra
Federated learning (FL) is a distributed learning process where the model (weights and checkpoints) is transferred to the devices that posses data rather than the classical way of…
BUDS: Balancing Utility and Differential Privacy by Shuffling
Poushali Sengupta, Sudipta Paul, Subhankar Mishra
Balancing utility and differential privacy by shuffling or \textit{BUDS} is an approach towards crowd-sourced, statistical databases, with strong privacy and utility balance using…