Behnaz Soltani

Joined

October 2023

Names

Behnaz Soltani (Preferred)

Emails

****@hdr.mq.edu.au (Confirmed)

Personal Links

Career & Education History

PhD student

School of Computing, Macquarie University (mq.edu.au)

2021 – 2025

Advisors, Relations & Conflicts

No relations added

Expertise

Federated Learning

Present

Publications

Robust Graph Learning Against Camouflaged Malicious Actors
Venus Haghighi, Nasrin Shabani, Behnaz Soltani, Lina Yao, Quan Z. Sheng, Jian Yang, Amin Beheshti
- WISE (2) 2024
- Readers: Everyone
TROPICAL: Transformer-Based Hypergraph Learning for Camouflaged Fraudster Detection
Venus Haghighi, Behnaz Soltani, Nasrin Shabani, Jia Wu, Yang Zhang, Lina Yao, Quan Z. Sheng, Jian Yang
- ICDM 2024
- Readers: Everyone
DFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection
Behnaz Soltani, Venus Haghighi, Yipeng Zhou, Quan Z. Sheng, Lina Yao
- CIKM 2024
- Readers: Everyone
Towards Efficient Decentralized Federated Learning: A Survey
Saqr Khalil Saeed Thabet, Behnaz Soltani, Yipeng Zhou, Quan Z. Sheng, Shiting Wen
- ADMA (2) 2024
- Readers: Everyone
A Survey of Federated Evaluation in Federated Learning
Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui
- IJCAI 2023
- Readers: Everyone
Chapter Three - A power-performance balanced network-on-chip for mixed CPU-GPU systems
Amirhossein Mirhosseini, Mohammad Sadrosadati, Behnaz Soltani, Hamid Sarbazi-Azad
- Adv. Comput. 2022
- Readers: Everyone
A survey on participant selection for federated learning in mobile networks
Behnaz Soltani, Venus Haghighi, Adnan Mahmood, Quan Z. Sheng, Lina Yao
- MobiArch 2022
- Readers: Everyone
A Survey on Participant Selection for Federated Learning in Mobile Networks
Behnaz Soltani, Venus Haghighi, Adnan Mahmood, Quan Z. Sheng, Lina Yao
- 2022 (modified: 21 Mar 2023)
- CoRR 2022
- Readers: Everyone
GCN-based Multi-task Representation Learning for Anomaly Detection in Attributed Networks
Venus Haghighi, Behnaz Soltani, Adnan Mahmood, Quan Z. Sheng, Jian Yang
- Published: 01 Jan 2022, Last Modified: 15 May 2023
- CoRR 2022
- Readers: Everyone

View all 12 publications

Co-Authors