School of Electrical and Data Engineering
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This study addresses the challenge of enhancing Brain-Computer Interfaces (BCIs), focusing on low Signal-to-Noise Ratios and "BCI illiteracy" often affecting up to 20% of users. Transformer-based m...
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The sustainable integration of Distributed Energy Resources (DER) with the next-generation distribution networks requires robust, adaptive, and accurate hosting capacity (HC) forecasting. Dynamic O...
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Bringing together the Internet of Things (IoT), LLMs, and Federated Learning (FL) offers exciting possibilities, creating a synergy to build smarter, privacy-preserving distributed systems. This re...
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Differential Privacy (DP) is a widely used data privacy-preserving technique with single-attribute DP being a common approach, in which manipulated noise is applied to each data attribute individua...
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Blockchain sharding has emerged as a promising solution to address scalability and performance challenges in distributed ledger systems. In the sharded blockchain, yanking can reduce the communicat...
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Auditability and regulatory compliance are increasingly required for deploying large language models (LLMs). Prior work typically targets isolated stages such as training or unlearning and lacks a ...
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Vertical federated learning (VFL) in healthcare enables institutions holding different features of the same patients to collaboratively train machine learning models without exposing raw data. Howe...
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ABSTRACT The increasing adoption of distributed energy resources has greatly amplified interest in microgrids, whose effective, reliable and resilient operation relies on the performance of their e...
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The evolution of 6G networks has led to the development of open, intelligent, and decentralized architectures. Nevertheless, protecting data privacy and security across systems with multiple vendor...
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The increasing adoption of accelerator-based neutron sources (ABNS) for applications including neutron capture therapy (NCT) research has highlighted the need for accurate simulation tools. Precise...
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- 918 Networking & Telecommunications
- 417 Electrical & Electronic Engineering
- 384 0906 Electrical and Electronic En...
- 358 Artificial Intelligence & Image P...
- 278 40 Engineering
- 277 08 Information and Computing Scie...
- 273 0906 Electrical and Electronic En...
- 254 4006 Communications engineering
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