42 citations · 45 across the 4 of their papers we have counts for
4 papers
A New Era in Computational Pathology: A Survey on Foundation and Vision-Language Models
Dibaloke Chanda, Milan Aryal, Nasim Yahya Soltani +1
Recent advances in deep learning have completely transformed the domain of computational pathology (CPath). More specifically, it has altered the diagnostic workflow of pathologist…
Explainability-Based Adversarial Attack on Graphs Through Edge Perturbation
Dibaloke Chanda, Saba Heidari Gheshlaghi, Nasim Yahya Soltani
Despite the success of graph neural networks (GNNs) in various domains, they exhibit susceptibility to adversarial attacks. Understanding these vulnerabilities is crucial for devel…
A Heterogeneous Graph-Based Multi-Task Learning for Fault Event Diagnosis in Smart Grid
Dibaloke Chanda, Nasim Yahya Soltani
Precise and timely fault diagnosis is a prerequisite for a distribution system to ensure minimum downtime and maintain reliable operation. This necessitates access to a comprehensi…
Explainable and Position-Aware Learning in Digital Pathology
Milan Aryal, Nasim Yahyasoltani
Encoding whole slide images (WSI) as graphs is well motivated since it makes it possible for the gigapixel resolution WSI to be represented in its entirety for the purpose of graph…