Poupak Azad

According to our database, Poupak Azad authored at least 8 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Machine Learning for Blockchain Data Analysis: Progress and Opportunities.

Poupak Azad, Cuneyt Gurcan Akcora, Arijit Khan

Distributed Ledger Technol. Res. Pract., March, 2026

A unified graph neural network-based approach for few-shot learning with task nodes and DiffPool abstraction.

Poupak Azad, Arash Heidari, Cuneyt Gurcan Akcora, Ahmad Khonsari, Seyed Hamed Rastegar

Neurocomputing, 2026

2025

Hedge Funds on a Swamp: Analyzing Patterns, Vulnerabilities, and Defense Measures in Blockchain Bridges.

Poupak Azad, Jiahua Xu, Yebo Feng, Preston Strowbridge, Cuneyt Gurcan Akcora

CoRR, July, 2025

MiNT: Multi-Network Transfer Benchmark for Temporal Graph Learning.

Kiarash Shamsi, Tran Gia Bao Ngo, Razieh Shirzadkhani, Shenyang Huang, Farimah Poursafaei, Poupak Azad, Reihaneh Rabbany, Baris Coskunuzer, Guillaume Rabusseau, Cuneyt Gurcan Akcora

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Chainlet Orbits: Topological Address Embedding for Blockchain.

Poupak Azad, Baris Coskunuzer, Murat Kantarcioglu, Cuneyt Gurcan Akcora

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

2024

Towards Neural Scaling Laws for Foundation Models on Temporal Graphs.

Razieh Shirzadkhani, Tran Gia Bao Ngo, Kiarash Shamsi, Shenyang Huang, Farimah Poursafaei, Poupak Azad, Reihaneh Rabbany, Baris Coskunuzer, Guillaume Rabusseau, Cuneyt Gurcan Akcora

CoRR, 2024

2023

The applications of machine learning techniques in medical data processing based on distributed computing and the Internet of Things.

Sarina Aminizadeh, Arash Heidari, Shiva Toumaj, Mehdi Darbandi, Nima Jafari Navimipour, Mahsa Rezaei, Samira Talebi, Poupak Azad, Mehmet Unal

Comput. Methods Programs Biomed., November, 2023

Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain.

Poupak Azad, Baris Coskunuzer, Murat Kantarcioglu, Cuneyt Gurcan Akcora

CoRR, 2023