Behnaz Soltani

15 papers A* 3A 1B 1Journal 5Unranked 5
YearRankTypeTitle / Venue / Authors
2025 A* conf
Beyond Parameters: Locally-Guided Knowledge Distillation for Decentralized Federated Learning.
ICDM
Behnaz Soltani, Yipeng Zhou, Saqr Khalil Saeed Thabet, Elaf Alhazmi, Lina Yao, Quan Z. Sheng
2025 J jnl
Beyond pairwise relationships: a transformer-based hypergraph learning approach for fraud detection.
Knowl. Inf. Syst.
Venus Haghighi, Behnaz Soltani, Nasrin Shabani, Jia Wu, Yang Zhang, Lina Yao, Jian Yang, Quan Z. Sheng
2025 — conf
Fine-Tuning Encoder-Decoder Models with Contrastive Learning for In-Context Distractor Generation.
EMNLP (Findings)
Elaf Alhazmi, Quan Z. Sheng, Wei Emma Zhang, Mohammed I. Thanoon, Haojie Zhuang, Behnaz Soltani, Munazza Zaib
2024 A conf
DFLStar: A Decentralized Federated Learning Framework with Self-Knowledge Distillation and Participant Selection.
CIKM
Behnaz Soltani, Venus Haghighi, Yipeng Zhou, Quan Z. Sheng, Lina Yao
2024 — conf
Robust Graph Learning Against Camouflaged Malicious Actors.
WISE (2)
Venus Haghighi, Nasrin Shabani, Behnaz Soltani, Lina Yao, Quan Z. Sheng, Jian Yang, Amin Beheshti
2024 A* conf
TROPICAL: Transformer-Based Hypergraph Learning for Camouflaged Fraudster Detection.
ICDM
Venus Haghighi, Behnaz Soltani, Nasrin Shabani, Jia Wu, Yang Zhang, Lina Yao, Quan Z. Sheng, Jian Yang
2024 — conf
Towards Efficient Decentralized Federated Learning: A Survey.
ADMA (2)
Saqr Khalil Saeed Thabet, Behnaz Soltani, Yipeng Zhou, Quan Z. Sheng, Shiting Wen
2023 A* conf
A Survey of Federated Evaluation in Federated Learning.
IJCAI
Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui
2023 J jnl
A Survey of Federated Evaluation in Federated Learning.
CoRR
Behnaz Soltani, Yipeng Zhou, Venus Haghighi, John C. S. Lui
2022 J jnl
A Survey on Participant Selection for Federated Learning in Mobile Networks.
CoRR
Behnaz Soltani, Venus Haghighi, Adnan Mahmood, Quan Z. Sheng, Lina Yao
2022 — conf
A survey on participant selection for federated learning in mobile networks.
MobiArch
Behnaz Soltani, Venus Haghighi, Adnan Mahmood, Quan Z. Sheng, Lina Yao
2022 J jnl
Chapter Three - A power-performance balanced network-on-chip for mixed CPU-GPU systems.
Adv. Comput.
Amirhossein Mirhosseini, Mohammad Sadrosadati, Behnaz Soltani, Hamid Sarbazi-Azad
2022 J jnl
GCN-based Multi-task Representation Learning for Anomaly Detection in Attributed Networks.
CoRR
Venus Haghighi, Behnaz Soltani, Adnan Mahmood, Quan Z. Sheng, Jian Yang
2017 — conf
BiNoCHS: Bimodal Network-on-Chip for CPU-GPU Heterogeneous Systems.
NOCS
Amirhossein Mirhosseini, Mohammad Sadrosadati, Behnaz Soltani, Hamid Sarbazi-Azad, Thomas F. Wenisch
2017 B conf
POSTER: Elastic Reconfiguration for Heterogeneous NoCs with BiNoCHS.
PACT
Amirhossein Mirhosseini, Mohammad Sadrosadati, Behnaz Soltani, Hamid Sarbazi-Azad, Thomas F. Wenisch