Publications

2026 Selected

FedHera: Towards Drift-Resilient Federated Fine-tuning with Heterogeneous Resources

Ke Xiao , Qiyuan Wang , Christos Anagnostopoulos , Zhuoran Tan , Wenhao Li

International Conference on Machine Learning (ICML 2026)

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2025 Selected

FLgym: Towards Robust and Byzantine-Resilient Federated Learning

Ke Xiao , Qiyuan Wang , Christos Anagnostopoulos

IEEE Transactions on Information Forensics and Security (T-IFS)

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2025 Selected

Resilient Inference for Personalized Federated Learning in Edge Environments

Ke Xiao , Qiyuan Wang , Christos Anagnostopoulos , Kevin Bryson

45th IEEE International Conference on Distributed Computing Systems (ICDCS 2025)

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2025

A Robust Byzantine-Resilient Framework for Federated Learning

Ke Xiao , Christos Anagnostopoulos

45th IEEE International Conference on Distributed Computing Systems (ICDCS 2025)

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2025

Unified Parallel Semantic Log Parsing based on Causal Graph Construction for Attack Attribution

Zhuoran Tan , Christos Anagnostopoulos , Shameem P. Parambath , Ke Xiao , Jeremy Singer

45th IEEE International Conference on Distributed Computing Systems (ICDCS 2025)

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2024 Selected

Making Serverless Not So Cold in Edge Clouds: A Cost-Effective Online Approach

Ke Xiao , Song Yang , Fan Li , Liehuang Zhu , Xu Chen , Xiaoming Fu

IEEE Transactions on Mobile Computing (TMC)

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