Search Results for author: Mustafa A. Mustafa

Found 6 papers, 2 papers with code

Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting

1 code implementation2 Feb 2024 Yi Dong, Yingjie Wang, Mariana Gama, Mustafa A. Mustafa, Geert Deconinck, Xiaowei Huang

In the realm of power systems, the increasing involvement of residential users in load forecasting applications has heightened concerns about data privacy.

Federated Learning Load Forecasting +1

QNNRepair: Quantized Neural Network Repair

no code implementations23 Jun 2023 Xidan Song, Youcheng Sun, Mustafa A. Mustafa, Lucas C. Cordeiro

It accepts the full-precision and weight-quantized neural networks and a repair dataset of passing and failing tests.

Data Free Quantization Fault localization

A Survey of Safety and Trustworthiness of Large Language Models through the Lens of Verification and Validation

no code implementations19 May 2023 Xiaowei Huang, Wenjie Ruan, Wei Huang, Gaojie Jin, Yi Dong, Changshun Wu, Saddek Bensalem, Ronghui Mu, Yi Qi, Xingyu Zhao, Kaiwen Cai, Yanghao Zhang, Sihao Wu, Peipei Xu, Dengyu Wu, Andre Freitas, Mustafa A. Mustafa

Large Language Models (LLMs) have exploded a new heatwave of AI for their ability to engage end-users in human-level conversations with detailed and articulate answers across many knowledge domains.

AIREPAIR: A Repair Platform for Neural Networks

1 code implementation24 Nov 2022 Xidan Song, Youcheng Sun, Mustafa A. Mustafa, Lucas Cordeiro

We present AIREPAIR, a platform for repairing neural networks.

Impact of Local Energy Markets on the Distribution Systems: A Comprehensive Review

no code implementations30 Mar 2021 Viktorija Dudjak, Diana Neves, Tarek Alskaif, Shafi Khadem, Alejandro Pena-Bello, Pietro Saggese, Benjamin Bowler, Merlinda Andoni, Marina Bertolini, Yue Zhou, Blanche Lormeteau, Mustafa A. Mustafa, Yingjie Wang, Christina Francis, Fairouz Zobiri, David Parra, Antonios Papaemmanouil

In recent years extensive research has been conducted on the development of different models that enable energy trading between prosumers and consumers due to expected high integration of distributed energy resources.

energy trading

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