Alireza Sadeghi

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 61

Top Venues

University of California, Irvine, USA (PHD)

Education History

University of California, Irvine, USA

PHD

Publications

Alireza Sadeghi, Gang Wang, Georgios B. Giannakis
Learning Robust to Distributional Uncertainties and Adversarial Data. IEEE J. Sel. Areas Inf. Theory 5 (2024)
Alireza Sadeghi, Paolo Bellavista, Wenjuan Song, Mohammad Yazdani-Asrami
Digital Twins for Condition and Fleet Monitoring of Aircraft: Toward More-Intelligent Electrified Aviation Systems. IEEE Access 12 (2024)
Siyuan Chen, Colin A. Grambow, Mojtaba Kadkhodaie Elyaderani, Alireza Sadeghi, Federico Fancellu, Thomas Schaaf
Investigating the Utility of Synthetic Data for Doctor-Patient Conversation Summarization. INTERSPEECH (2023)
Konstantinos D. Polyzos, Alireza Sadeghi, Georgios B. Giannakis
Bayesian Self-Supervised Learning Using Local and Global Graph Information. CAMSAP (2023)
Alireza Sadeghi, Georgios B. Giannakis
Learning while Respecting Privacy and Robustness to Adversarial Distributed Datasets. EUSIPCO (2022)
Boxi Weng, Jian Sun, Alireza Sadeghi, Gang Wang
AdaPID: An Adaptive PID Optimizer for Training Deep Neural Networks. ICASSP (2022)
Alireza Sadeghi, Alireza Rezaee, Farshid Hajati
Deep conv-attention model for diagnosing left bundle branch block from 12-lead electrocardiograms. CoRR (2022)
Qiuling Yang, Alireza Sadeghi, Gang Wang
Data-Driven Priors for Robust PSSE via Gauss-Newton Unrolled Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. 12 (1) (2022)
Alireza Sadeghi
Robust, Deep, and Reinforcement Learning for Management of Communication and Power Networks. CoRR (2022)
Alireza Sadeghi, Amir Daneshvar, Mahdi Madanchi Zaj
Combined ensemble multi-class SVM and fuzzy NSGA-II for trend forecasting and trading in Forex markets. Expert Syst. Appl. 185 (2021)
Konstantinos D. Polyzos, Qin Lu, Alireza Sadeghi, Georgios B. Giannakis
On-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource Allocation. ACSCC (2021)
Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis
Heavy Ball Momentum for Conditional Gradient. NeurIPS (2021)
Qiuling Yang, Alireza Sadeghi, Gang Wang, Jian Sun
Learning Two-Layer ReLU Networks Is Nearly as Easy as Learning Linear Classifiers on Separable Data. IEEE Trans. Signal Process. 69 (2021)
Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis
Heavy Ball Momentum for Conditional Gradient. CoRR (2021)
Alireza Sadeghi, Meng Ma, Bingcong Li, Georgios B. Giannakis
Distributionally Robust Semi-Supervised Learning Over Graphs. CoRR (2021)
Alireza Sadeghi, Gang Wang, Georgios B. Giannakis
Hierarchical Caching via Deep Reinforcement Learning. ICASSP (2020)
Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun
Robust PSSE Using Graph Neural Networks for Data-driven and Topology-aware Priors. CoRR (2020)
Mojtaba Shivaie, Alireza Sadeghi, Pourya Rezaei, Meisam Ansari
Suppression of Short-Circuit Fault Current Level in a Multi-Terminal Wind Farm VSC-HVDC System using Resistive-Type DC Superconducting Fault Current Limiters. IAS (2020)
Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun
Deep Policy Gradient for Reactive Power Control in Distribution Systems. SmartGridComm (2020)
Alireza Sadeghi, Gang Wang, Meng Ma, Georgios B. Giannakis
Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data. CoRR (2020)
Alireza Sadeghi, Georgios B. Giannakis, Gang Wang, Fatemeh Sheikholeslami
Reinforcement Learning for Caching with Space-Time Popularity Dynamics. CoRR (2020)
Qiuling Yang, Gang Wang, Alireza Sadeghi, Georgios B. Giannakis, Jian Sun
Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement Learning. IEEE Trans. Smart Grid 11 (3) (2020)
Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun
Power System State Estimation Using Gauss-Newton Unrolled Neural Networks with Trainable Priors. SmartGridComm (2020)
Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun
A Statistical Learning Approach to Reactive Power Control in Distribution Systems. CoRR (2019)
Alireza Sadeghi, Antonio G. Marques, Georgios B. Giannakis
Distributed Network Caching via Dynamic Programming. ICASSP (2019)
Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marques, Georgios B. Giannakis
Reinforcement Learning for Adaptive Caching With Dynamic Storage Pricing. IEEE J. Sel. Areas Commun. 37 (10) (2019)
Qiuling Yang, Gang Wang, Alireza Sadeghi, Georgios B. Giannakis, Jian Sun
Real-time Voltage Control Using Deep Reinforcement Learning. CoRR (2019)
Alireza Sadeghi, Gang Wang, Georgios B. Giannakis
Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks. IEEE Trans. Cogn. Commun. Netw. 5 (4) (2019)
Qiuling Yang, Gang Wang, Alireza Sadeghi, Georgios B. Giannakis, Jian Sun
Two-Timescale Voltage Regulation in Distribution Grids Using Deep Reinforcement Learning. SmartGridComm (2019)
Alireza Sadeghi, Antonio G. Marques, Georgios B. Giannakis
Distributed Network Caching via Dynamic Programming. CoRR (2019)
Alireza Sadeghi, Gang Wang, Georgios B. Giannakis
Adaptive Caching via Deep Reinforcement Learning. CoRR (2019)
Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis
Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-Time Popularities. IEEE J. Sel. Top. Signal Process. 12 (1) (2018)
Alireza Sadeghi, Reyhaneh Jabbarvand, Negar Ghorbani, Hamid Bagheri, Sam Malek
A temporal permission analysis and enforcement framework for Android. ICSE (2018)
Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marques, Georgios B. Giannakis
Reinforcement Learning for Adaptive Caching with Dynamic Storage Pricing. CoRR (2018)
Michele Luvisotto, Alireza Sadeghi, Farshad Lahouti, Stefano Vitturi, Michele Zorzi
RCFD: A Novel Channel Access Scheme for Full-Duplex Wireless Networks Based on Contention in Time and Frequency Domains. IEEE Trans. Mob. Comput. 17 (10) (2018)
Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marqués, Georgios B. Giannakis
Reinforcement Learning for 5G Caching with Dynamic Cost. ICASSP (2018)
Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis
Optimal Dynamic Proactive Caching Via Reinforcement Learning. SPAWC (2018)
Alireza Sadeghi, Hamid Bagheri, Joshua Garcia, Sam Malek
A Taxonomy and Qualitative Comparison of Program Analysis Techniques for Security Assessment of Android Software. IEEE Trans. Software Eng. 43 (6) (2017)
Alireza Sadeghi, Siavash Ghavami, Georgios B. Giannakis
Performance bounds of estimators in molecular communications under structural constraints. NANOCOM (2017)
Alireza Sadeghi, Michele Luvisotto, Farshad Lahouti, Michele Zorzi
Analysis of Statistical QoS in Half Duplex and Full Duplex Dense Heterogeneous Cellular Networks. CoRR (2017)
Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis
Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-time Popularities. CoRR (2017)
Alireza Sadeghi, Naeem Esfahani, Sam Malek
Ensuring the Consistency of Adaptation through Inter- and Intra-Component Dependency Analysis. ACM Trans. Softw. Eng. Methodol. 26 (1) (2017)
Alireza Sadeghi, Naeem Esfahani, Sam Malek
Mining mobile app markets for prioritization of security assessment effort. WAMA@ESEC/SIGSOFT FSE (2017)
Alireza Sadeghi, Reyhaneh Jabbarvand, Sam Malek
PATDroid: permission-aware GUI testing of Android. ESEC/SIGSOFT FSE (2017)
Alireza Sadeghi, Michele Luvisotto, Farshad Lahouti, Stefano Vitturi, Michele Zorzi
Statistical QoS Analysis of Full Duplex and Half Duplex Heterogeneous Cellular Networks. CoRR (2016)
Alireza Sadeghi, Michele Zorzi, Farshad Lahouti
Analysis of Key Generation Rate from Wireless Channel in In-Band Full-Duplex Communications. CoRR (2016)
Alireza Sadeghi, Michele Zorzi, Farshad Lahouti
Analysis of key generation rate from wireless channel in in-band full-duplex communications. ICC Workshops (2016)
Reyhaneh Jabbarvand Behrouz, Alireza Sadeghi, Hamid Bagheri, Sam Malek
Energy-aware test-suite minimization for Android apps. ISSTA (2016)
Michele Luvisotto, Alireza Sadeghi, Farshad Lahouti, Stefano Vitturi, Michele Zorzi
RCFD: A Novel Channel Access Scheme for Full-Duplex Wireless Networks Based on Contention in Time and Frequency Domains. CoRR (2016)
Hamid Bagheri, Joshua Garcia, Alireza Sadeghi, Sam Malek, Nenad Medvidovic
Software architectural principles in contemporary mobile software: from conception to practice. J. Syst. Softw. 119 (2016)
Alireza Sadeghi, Michele Luvisotto, Farshad Lahouti, Stefano Vitturi, Michele Zorzi
Statistical QoS analysis of full duplex and half duplex heterogeneous cellular networks. ICC (2016)
Nariman Mirzaei, Joshua Garcia, Hamid Bagheri, Alireza Sadeghi, Sam Malek
Reducing combinatorics in GUI testing of android applications. ICSE (2016)
Michele Luvisotto, Alireza Sadeghi, Farshad Lahouti, Stefano Vitturi, Michele Zorzi
RCFD: A frequency-based channel access scheme for full-duplex wireless networks. ICC (2016)
Bradley R. Schmerl, Jeff Gennari, Alireza Sadeghi, Hamid Bagheri, Sam Malek, Javier Cámara, David Garlan
Architecture Modeling and Analysis of Security in Android Systems. ECSA (2016)
Hamid Bagheri, Alireza Sadeghi, Reyhaneh Jabbarvand Behrouz, Sam Malek
Practical, Formal Synthesis and Automatic Enforcement of Security Policies for Android. DSN (2016)
Michele Luvisotto, Alireza Sadeghi, Farshad Lahouti, Stefano Vitturi, Michele Zorzi
RCFD: A Frequency Based Channel Access Scheme for Full Duplex Wireless Networks. CoRR (2016)
Hamid Bagheri, Alireza Sadeghi, Joshua Garcia, Sam Malek
COVERT: Compositional Analysis of Android Inter-App Permission Leakage. IEEE Trans. Software Eng. 41 (9) (2015)
Alireza Sadeghi, Farshad Lahouti, Michele Zorzi
Constellation Shaping and LDPC Coding in a Bidirectional Full Duplex Communication. GLOBECOM (2015)
Ali Rahmati, Alireza Sadeghi, Vahid Shah-Mansouri
Price-based resource allocation for full duplex self-backhauled small cell networks. ICC (2015)
Reyhaneh Jabbarvand Behrouz, Alireza Sadeghi, Joshua Garcia, Sam Malek, Paul Ammann
EcoDroid: An Approach for Energy-Based Ranking of Android Apps. GREENS (2015)
Alireza Sadeghi, Hamid Bagheri, Sam Malek
Analysis of Android Inter-App Security Vulnerabilities Using COVERT. ICSE (2) (2015)
Sam Malek, Hamid Bagheri, Alireza Sadeghi
Automated detection and mitigation of inter-application security vulnerabilities in Android (invited talk). DeMobile@SIGSOFT FSE (2014)
Alireza Sadeghi, Naeem Esfahani, Sam Malek
Mining the Categorized Software Repositories to Improve the Analysis of Security Vulnerabilities. FASE (2014)
Alireza Sadeghi, Seyed-Hassan Mirian-Hosseinabadi
Mbtdd: Model Based Test Driven Development. Int. J. Softw. Eng. Knowl. Eng. 22 (8) (2012)
Farbod Khoshnoud, Alireza Sadeghi, Ibrahim I. Esat, Carlos E. H. Ventura, Clarence W. de Silva
Structural Vibration Modeling Using a Neuro-Fuzzy Approach. FUZZ-IEEE (2006)

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Publication Activity (10 Years)

Top Topics

Top Venues

Alireza Sadeghi