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.

Publications

Titles link to papers. Images link to posters.

⛩️ 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

Awards

🏆 Outstanding Teaching Assistant - COL761 Data Mining

🏆 Finalist - Qualcomm India Fellowship 2023

🏆 Prime Minister's Research Fellowship

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