Erfan Darzi

17 papers Journal 15Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A survey for large language models in biomedicine.
Artif. Intell. Medicine
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
2025 J jnl
DeepSeek vs. ChatGPT: prospects and challenges.
Frontiers Artif. Intell.
Inhye Jin, Jonathan A. Tangsrivimol, Erfan Darzi, Hafeez Ul Hassan Virk, Zhen Wang, Jan Egger, Sean Hacking, Benjamin S. Glicksberg, Markus Strauss, Chayakrit Krittanawong
2025 — conf
Elastic MIG Reconfiguration with PCIe-Aware Placement for Multi-Tenant GPUs.
WOSC@Middleware
Erfan Darzi, Sree Bhargavi Balija, Buse Demir
2025 — conf
GPU Tail Latency Diagnosis for Serverless and HPC Workloads using eBPF.
WOSC@Middleware
Erfan Darzi, Aldo Pareja, Kaveh Jalilian, Shreeanant Bharadwaj
2025 J jnl
Host-Side Telemetry for Performance Diagnosis in Cloud and HPC GPU Infrastructure.
CoRR
Erfan Darzi, Aldo Pareja, Shreeanant Bharadwaj
2025 J jnl
Predictable LLM Serving on GPU Clusters.
CoRR
Erfan Darzi, Shreeanant Bharadwaj, Sree Bhargavi Balija
2025 J jnl
The Trust Fabric: Decentralized Interoperability and Economic Coordination for the Agentic Web.
CoRR
Sree Bhargavi Balija, Rekha Singhal, Ramesh Raskar, Erfan Darzi, Raghu Bala, Thomas Hardjono, Ken Huang
2025 J jnl
Weight-space noise for privacy-robustness trade-offs in federated learning.
Neural Comput. Appl.
Erfan Darzi, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2024 J jnl
A Survey for Large Language Models in Biomedicine.
CoRR
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
2024 J jnl
Exploring Adversarial Attacks in Federated Learning for Medical Imaging.
IEEE Trans. Ind. Informatics
Erfan Darzi, Florian Dubost, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2024 J jnl
Foundation AI Model for Medical Image Segmentation.
CoRR
Rina Bao, Erfan Darzi, Sheng He, Chuan-Heng Hsiao, Mohammad Arafat Hussain, Jingpeng Li, Atle Bjørnerud, Ellen Grant, Yangming Ou
2024 J jnl
Tackling heterogeneity in medical federated learning via aligning vision transformers.
Artif. Intell. Medicine
Erfan Darzi, Yiqing Shen, Yangming Ou, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2023 J jnl
Exploring adversarial attacks in federated learning for medical imaging.
CoRR
Erfan Darzi, Florian Dubost, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2023 J jnl
Fed-Safe: Securing Federated Learning in Healthcare Against Adversarial Attacks.
CoRR
Erfan Darzi, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2023 J jnl
Tackling Heterogeneity in Medical Federated learning via Vision Transformers.
CoRR
Erfan Darzi, Yiqing Shen, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2023 J jnl
The Hidden Adversarial Vulnerabilities of Medical Federated Learning.
CoRR
Erfan Darzi, Florian Dubost, Nanna Maria Sijtsema, Peter M. A. van Ooijen
2019 J jnl
Using image-extracted features to determine heart rate and blink duration for driver sleepiness detection.
CoRR
Erfan Darzi, Hamid Soltanian-Zadeh