Sanghamitra Bandyopadhyay

Full Professor, Machine Intelligence Unit, Indian Statistical Institute

Joined

December 2019

Names

Sanghamitra Bandyopadhyay

Emails

****@isical.ac.in (Confirmed)

Personal Links

Career & Education History

Full Professor

Machine Intelligence Unit, Indian Statistical Institute (isical.ac.in)

2007 – Present

Advisors, Relations & Conflicts

PhD Advisor

Sankar Kumar Pal

1994 – 1998

Expertise

Graph Neural Networks

2015 – Present

XAI

2015 – Present

Machine Learning in Biology and Bioinformatics

2000 – Present

Publications

Certified Evaluation of Model-Level Explanations for Graph Neural Networks
Sayan Saha, Sanghamitra Bandyopadhyay
- ICLR 2026 Poster
- Readers: Everyone
MatchEx: Model-Level GNN Explanations with Multi-Granular Insights
Sayan Saha, Sanghamitra Bandyopadhyay
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Graphon-Explainer: Generating Model-Level Explanations for Graph Neural Networks using Graphons
Sayan Saha, Sanghamitra Bandyopadhyay
- Accepted by TMLR
- Readers: Everyone
GraphEx: A User-Centric Model-Level Explainer for Graph Neural Networks
Sayan Saha, MONIDIPA DAS, Sanghamitra Bandyopadhyay
- 01 Mar 2023 (modified: 17 May 2023)
- Submitted to Tiny Papers @ ICLR 2023
- Readers: Everyone
Performance Evaluation of Some Clustering Algorithms and Validity Indices.
Ujjwal Maulik, Sanghamitra Bandyopadhyay
- 2002 (modified: 10 Nov 2022)
- IEEE Trans. Pattern Anal. Mach. Intell.2002
- Readers: Everyone

Co-Authors