Burouj Armgaan

Burouj Armgaan | بروج ارمغان

I'm a 3rd year PhD student at the Department of Computer Science, Indian Institute of Technology Delhi, supervised by Prof. Sayan Ranu. I'm researching explainable graph machine learning.

Education

iitd

2022 - Present

PhD in Computer Science

Indian Institute of Technology Delhi (IIT Delhi)


iitd

2021 - 2022

Bachelor's in Computer Science (Visiting student)

Indian Institute of Technology Delhi (IIT Delhi)


nitsgr

2018 - 2021

Bachelor's in Computer Science

National Institute of Technology Srinagar (NIT Srinagar)


biscoe

2003 - 2017

Schooling

Tyndale Biscoe School

Publications

⛩️ NeurIPS 2024

GraphTrail: Translating GNN Predictions into Human-Interpretable Logical Rules

Burouj Armgaan*, Manthan Dalmia*, Sourav Medya, Sayan Ranu

GraphTrail poster

⛩️ TMLR 2024

InduCE: Inductive Counterfactual Explanations for Graph Neural Networks

Samidha Verma, Burouj Armgaan, Sourav Medya, Sayan Ranu

Induce poster

⛩️ ICLR 2024

GNNX-BENCH: Unravelling the Utility of Perturbation-based GNN Explainers through In-depth Benchmarking

Mert Kosan*, Samidha Verma*, Burouj Armgaan, Khushbu Pahwa, Ambuj Singh, Sourav Medya, Sayan Ranu

GNNX-BENCH poster

Achievements

🏆 Finalist - Qualcomm India Fellowship 2023

🏆 Prime Minister's Research Fellowship

🏆 Rank #2 B.Tech Computer Science