Alireza Sadeghi

Orcid: 0000-0002-3110-4633

According to our database1, Alireza Sadeghi authored at least 60 papers between 2006 and 2024.

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Bibliography

2024
Learning Robust to Distributional Uncertainties and Adversarial Data.
IEEE J. Sel. Areas Inf. Theory, 2024

3DECG-Net: ECG fusion network for multi-label cardiac arrhythmia detection.
Comput. Biol. Medicine, 2024

Digital Twins for Condition and Fleet Monitoring of Aircraft: Toward More-Intelligent Electrified Aviation Systems.
IEEE Access, 2024

Robust Meta-Learning over Graphs with Graph Neural Networks.
Proceedings of the 13th IEEE Sensor Array and Multichannel Signal Processing Workshop, 2024

2023
Investigating the Utility of Synthetic Data for Doctor-Patient Conversation Summarization.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Bayesian Self-Supervised Learning Using Local and Global Graph Information.
Proceedings of the 9th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2023

2022
Data-Driven Priors for Robust PSSE via Gauss-Newton Unrolled Neural Networks.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2022

Robust, Deep, and Reinforcement Learning for Management of Communication and Power Networks.
CoRR, 2022

AdaPID: An Adaptive PID Optimizer for Training Deep Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2022

Learning while Respecting Privacy and Robustness to Adversarial Distributed Datasets.
Proceedings of the 30th European Signal Processing Conference, 2022

2021
Learning Two-Layer ReLU Networks Is Nearly as Easy as Learning Linear Classifiers on Separable Data.
IEEE Trans. Signal Process., 2021

Combined ensemble multi-class SVM and fuzzy NSGA-II for trend forecasting and trading in Forex markets.
Expert Syst. Appl., 2021

Distributionally Robust Semi-Supervised Learning Over Graphs.
CoRR, 2021

Heavy Ball Momentum for Conditional Gradient.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

On-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource Allocation.
Proceedings of the 55th Asilomar Conference on Signals, Systems, and Computers, 2021

2020
Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement Learning.
IEEE Trans. Smart Grid, 2020

Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data.
CoRR, 2020

Reinforcement Learning for Caching with Space-Time Popularity Dynamics.
CoRR, 2020

Robust PSSE Using Graph Neural Networks for Data-driven and Topology-aware Priors.
CoRR, 2020

Power System State Estimation Using Gauss-Newton Unrolled Neural Networks with Trainable Priors.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Deep Policy Gradient for Reactive Power Control in Distribution Systems.
Proceedings of the 2020 IEEE International Conference on Communications, 2020

Hierarchical Caching via Deep Reinforcement Learning.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Suppression of Short-Circuit Fault Current Level in a Multi-Terminal Wind Farm VSC-HVDC System using Resistive-Type DC Superconducting Fault Current Limiters.
Proceedings of the IEEE Industry Applications Society Annual Meeting, 2020

2019
Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks.
IEEE Trans. Cogn. Commun. Netw., 2019

Reinforcement Learning for Adaptive Caching With Dynamic Storage Pricing.
IEEE J. Sel. Areas Commun., 2019

A Statistical Learning Approach to Reactive Power Control in Distribution Systems.
CoRR, 2019

Real-time Voltage Control Using Deep Reinforcement Learning.
CoRR, 2019

Adaptive Caching via Deep Reinforcement Learning.
CoRR, 2019

Two-Timescale Voltage Regulation in Distribution Grids Using Deep Reinforcement Learning.
Proceedings of the 2019 IEEE International Conference on Communications, 2019

Distributed Network Caching via Dynamic Programming.
Proceedings of the IEEE International Conference on Acoustics, 2019

Security and Software Engineering.
Proceedings of the Handbook of Software Engineering., 2019

2018
RCFD: A Novel Channel Access Scheme for Full-Duplex Wireless Networks Based on Contention in Time and Frequency Domains.
IEEE Trans. Mob. Comput., 2018

Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-Time Popularities.
IEEE J. Sel. Top. Signal Process., 2018

Optimal Dynamic Proactive Caching Via Reinforcement Learning.
Proceedings of the 19th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2018

A temporal permission analysis and enforcement framework for Android.
Proceedings of the 40th International Conference on Software Engineering, 2018

Reinforcement Learning for 5G Caching with Dynamic Cost.
Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017
Efficient Permission-Aware Analysis of Android Apps.
PhD thesis, 2017

A Taxonomy and Qualitative Comparison of Program Analysis Techniques for Security Assessment of Android Software.
IEEE Trans. Software Eng., 2017

Ensuring the Consistency of Adaptation through Inter- and Intra-Component Dependency Analysis.
ACM Trans. Softw. Eng. Methodol., 2017

Analysis of Statistical QoS in Half Duplex and Full Duplex Dense Heterogeneous Cellular Networks.
CoRR, 2017

PATDroid: permission-aware GUI testing of Android.
Proceedings of the 2017 11th Joint Meeting on Foundations of Software Engineering, 2017

Mining mobile app markets for prioritization of security assessment effort.
Proceedings of the 2nd ACM SIGSOFT International Workshop on App Market Analytics, 2017

Performance bounds of estimators in molecular communications under structural constraints.
Proceedings of the 4th ACM International Conference on Nanoscale Computing and Communication, 2017

2016
Software architectural principles in contemporary mobile software: from conception to practice.
J. Syst. Softw., 2016

Energy-aware test-suite minimization for Android apps.
Proceedings of the 25th International Symposium on Software Testing and Analysis, 2016

Reducing combinatorics in GUI testing of android applications.
Proceedings of the 38th International Conference on Software Engineering, 2016

Analysis of key generation rate from wireless channel in in-band full-duplex communications.
Proceedings of the IEEE International Conference on Communication, 2016

Statistical QoS analysis of full duplex and half duplex heterogeneous cellular networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

RCFD: A frequency-based channel access scheme for full-duplex wireless networks.
Proceedings of the 2016 IEEE International Conference on Communications, 2016

Architecture Modeling and Analysis of Security in Android Systems.
Proceedings of the Software Architecture - 10th European Conference, 2016

Practical, Formal Synthesis and Automatic Enforcement of Security Policies for Android.
Proceedings of the 46th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2016

2015
COVERT: Compositional Analysis of Android Inter-App Permission Leakage.
IEEE Trans. Software Eng., 2015

Analysis of Android Inter-App Security Vulnerabilities Using COVERT.
Proceedings of the 37th IEEE/ACM International Conference on Software Engineering, 2015

Price-based resource allocation for full duplex self-backhauled small cell networks.
Proceedings of the 2015 IEEE International Conference on Communications, 2015

EcoDroid: An Approach for Energy-Based Ranking of Android Apps.
Proceedings of the 4th IEEE/ACM International Workshop on Green and Sustainable Software, 2015

Constellation Shaping and LDPC Coding in a Bidirectional Full Duplex Communication.
Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014
Automated detection and mitigation of inter-application security vulnerabilities in Android (invited talk).
Proceedings of the 2nd International Workshop on Software Development Lifecycle for Mobile, 2014

Mining the Categorized Software Repositories to Improve the Analysis of Security Vulnerabilities.
Proceedings of the Fundamental Approaches to Software Engineering, 2014

2012
Mbtdd: Model Based Test Driven Development.
Int. J. Softw. Eng. Knowl. Eng., 2012

2006
Structural Vibration Modeling Using a Neuro-Fuzzy Approach.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2006


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