Seferoglu, Hulya
- DIGEST: Fast and Communication Efficient Decentralized Learning with Local Updates
2023/07/14 by Gholami, Peyman, Seferoglu, Hulya · 2 citations
#Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Device-to-Device Networking Meets Cellular via Network Coding
2017/12/08 by Keshtkarjahromi, Yasaman, Seferoglu, Hulya, Ansari, Rashid +1 · 1 citation
#FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
- Secure Coded Cooperative Computation at the Heterogeneous Edge against Byzantine Attacks
2019/08/15 by Keshtkarjahromi, Yasaman, Bitar, Rawad, Dasari, Venkat +2 · 1 citation
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- Privacy-Preserving Hierarchical Model-Distributed Inference
2024/07/25 by Dehkordi, Fatemeh Jafarian, Keshtkarjahromi, Yasaman, Seferoglu, Hulya · 2 citations
#Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Early-Exit meets Model-Distributed Inference at Edge Networks
2024/08/08 by Marco Colocrese, Colocrese, Marco, Erdem Koyuncu +3 · 1 citation
Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Age of Information Optimization #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Opinion Dynamics and Social Influence #Parallel #and Cluster Computing (cs.DC)
- Priority-Aware Model-Distributed Inference at Edge Networks
2024/12/16 by Teng Li, Hülya Seferoğlu, Li, Teng +1 · 1 citation
Computer Science · #Advanced Graph Neural Networks #Bayesian Modeling and Causal Inference
- Model-Distributed Inference for Large Language Models at the Edge
2025/05/13 by Macario, Davide, Seferoglu, Hulya, Koyuncu, Erdem · 2 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)