Tran Gia Bao Ngo

Independent Researcher

Undergrad student, Department of Computer Science, University of Manitoba

Joined

September 2023

Names

Tran Gia Bao Ngo (Preferred)

Bao Tran Gia Ngo

Emails

****@myumanitoba.ca (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Independent Researcher

Independent (independent.com)

2026 – Present

Undergrad student

Department of Computer Science, University of Manitoba (umanitoba.ca)

2021 – 2026

Advisors, Relations & Conflicts

Coauthor

Cuneyt Gurcan Akcora

2022 – 2026

Expertise

No areas of expertise listed

Publications

BOCLOAK: Optimal Transport-Guided Adversarial Attacks on Graph Neural Network-Based Bot Detection
Kunal Mukherjee, Zulfikar Alom, Tran Gia Bao Ngo, Cuneyt Gurcan Akcora, Murat Kantarcioglu
- ICML 2026 regular
- Readers: Everyone
Adversarial Graph Neural Network Benchmarks: Towards Practical and Fair Evaluation
Tran Gia Bao Ngo, Zulfikar Alom, Federico Errica, Murat Kantarcioglu, Cuneyt Gurcan Akcora
- Submitted to ICLR 2026
- Readers: Everyone
Hydra: Towards Transferable Multi-Task Learning on Temporal Graphs
Kiarash Shamsi, Farimah Poursafaei, Tran Gia Bao Ngo, Reihaneh Rabbany, Baris Coskunuzer, Guillaume Rabusseau, Shenyang Huang, Cuneyt Gurcan Akcora
- Submitted to ICLR 2026
- Readers: Everyone
TGM: A Modular and Efficient Library for Machine Learning on Temporal Graphs
Jacob Chmura, Shenyang Huang, Tran Gia Bao Ngo, Ali Parviz, Farimah Poursafaei, Jure Leskovec, Michael M. Bronstein, Guillaume Rabusseau, Matthias Fey, Reihaneh Rabbany
- ICLR 2026 Poster
- Readers: Everyone
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
- NeurIPS 2025 Datasets and Benchmarks Track poster
- Readers: Everyone
GOttack: Universal Adversarial Attacks on Graph Neural Networks via Graph Orbits Learning
Zulfikar Alom, Tran Gia Bao Ngo, Murat Kantarcioglu, Cuneyt Gurcan Akcora
- ICLR 2025 Poster
- Readers: Everyone
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, Guillaume Rabusseau, Cuneyt Gurcan Akcora
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
GraphPulse: Topological representations for temporal graph property prediction
Kiarash Shamsi, Farimah Poursafaei, Shenyang Huang, Bao Tran Gia Ngo, Baris Coskunuzer, Cuneyt Gurcan Akcora
- ICLR 2024 poster
- Readers: Everyone