Erfan Darzi

According to our database, Erfan Darzi authored at least 15 papers between 2019 and 2025.

Collaborative distances:

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

2025

Host-Side Telemetry for Performance Diagnosis in Cloud and HPC GPU Infrastructure.

Erfan Darzi, Aldo Pareja, Shreeanant Bharadwaj

CoRR, October, 2025

Weight-space noise for privacy-robustness trade-offs in federated learning.

Erfan Darzi, Nanna Maria Sijtsema, Peter M. A. van Ooijen

Neural Comput. Appl., August, 2025

Predictable LLM Serving on GPU Clusters.

Erfan Darzi, Shreeanant Bharadwaj, Sree Bhargavi Balija

CoRR, August, 2025

The Trust Fabric: Decentralized Interoperability and Economic Coordination for the Agentic Web.

Sree Bhargavi Balija, Rekha Singhal, Ramesh Raskar, Erfan Darzi, Raghu Bala, Thomas Hardjono, Ken Huang

CoRR, July, 2025

DeepSeek vs. ChatGPT: prospects and challenges.

Inhye Jin, Jonathan A. Tangsrivimol, Erfan Darzi, Hafeez Ul Hassan Virk, Zhen Wang, Jan Egger, Sean Hacking, Benjamin S. Glicksberg, Markus Strauss, Chayakrit Krittanawong

Frontiers Artif. Intell., 2025

A survey for large language models in biomedicine.

Chong Wang, Mengyao Li, Junjun He, Zhongruo Wang, Erfan Darzi, Zan Chen, Jin Ye, Tianbin Li, Yanzhou Su, Jing Ke, Kaili Qu, Shuxin Li, Yi Yu, Pietro Liò, Tianyun Wang, Yu Guang Wang, Yiqing Shen

Artif. Intell. Medicine, 2025

GPU Tail Latency Diagnosis for Serverless and HPC Workloads using eBPF.

Erfan Darzi, Aldo Pareja, Kaveh Jalilian, Shreeanant Bharadwaj

Proceedings of the 11th International Workshop on Serverless Computing, 2025

Elastic MIG Reconfiguration with PCIe-Aware Placement for Multi-Tenant GPUs.

Erfan Darzi, Sree Bhargavi Balija, Buse Demir

Proceedings of the 11th International Workshop on Serverless Computing, 2025

2024

Exploring Adversarial Attacks in Federated Learning for Medical Imaging.

Erfan Darzi, Florian Dubost, Nanna Maria Sijtsema, Peter M. A. van Ooijen

IEEE Trans. Ind. Informatics, December, 2024

Foundation AI Model for Medical Image Segmentation.

Rina Bao, Erfan Darzi, Sheng He, Chuan-Heng Hsiao, Mohammad Arafat Hussain, Jingpeng Li, Atle Bjørnerud, Ellen Grant, Yangming Ou

CoRR, 2024

Tackling heterogeneity in medical federated learning via aligning vision transformers.

Erfan Darzi, Yiqing Shen, Yangming Ou, Nanna Maria Sijtsema, Peter M. A. van Ooijen

Artif. Intell. Medicine, 2024

2023

The Hidden Adversarial Vulnerabilities of Medical Federated Learning.

Erfan Darzi, Florian Dubost, Nanna Maria Sijtsema, Peter M. A. van Ooijen

CoRR, 2023

Tackling Heterogeneity in Medical Federated learning via Vision Transformers.

Erfan Darzi, Yiqing Shen, Nanna Maria Sijtsema, Peter M. A. van Ooijen

CoRR, 2023

Fed-Safe: Securing Federated Learning in Healthcare Against Adversarial Attacks.

Erfan Darzi, Nanna Maria Sijtsema, Peter M. A. van Ooijen

CoRR, 2023

2019

Using image-extracted features to determine heart rate and blink duration for driver sleepiness detection.

Erfan Darzi, Hamid Soltanian-Zadeh

CoRR, 2019