Publication

Published

1. A Modified GNN Architecture with Enhanced Aggregator and Message Passing Functions 

Debjit Sarkar, Sourodeep Roy, Samir Malakar and Ram Sarkar

Engineering Applications of Artificial Intelligence (IF:7.802) | [Paper]

2. Graph Attention Networks for Predicting Materials Properties 

Taylor D. Sparks, Hasan Sayeed, Sourodeep Roy and Debjit Sarkar

MRS 2021 Fall Meeting, Dec 1-4 2021, Boston MA. Invited Talk/Keynote, Presented, 12/02/2021 | [Slide] | [Talk]

3. Offline signature verification system: a graph neural network based approach

Sourodeep Roy, Debjit Sarkar, Samir Malakar and Ram Sarkar

Journal of Ambient Intelligence and Humanized Computing (IF:7.14) | [Paper]

Submitted

1. EvoKGQA:Knowledge Graph based question answering system employing NLP

Abstract: Evolving Knowledge Graph Question Answering system’s primary objective is finding correct information in an efficient and speedy man- ner. Information Retrieval or Answering questions is a complicated task even for systems nowadays.

Submitted at:Data Science and Engineering