Alireza Sadeghi

76 papers A* 4A 3B 4C 1Misc 4Journal 37Unranked 21

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Causal Representation Learning on High-Dimensional Data: Benchmarks, Reproducibility, and Evaluation Metrics. CoRR Alireza Sadeghi, Wael AbdAlmageed
2025	—	`conf`	Generative Models with Trainable Low-Rank Mixture-of-Gaussians Prior and Sparse Routing. CAMSAP Alireza Sadeghi, Abraham Jaeger Mountain, Georgios B. Giannakis
2025	J	`jnl`	Interpretable graph-based models on multimodal biomedical data integration: A technical review and benchmarking. CoRR Alireza Sadeghi, Farshid Hajati, Ahmadreza Argha, Nigel H. Lovell, Min Yang, Hamid Alinejad-Rokny
2025	J	`jnl`	Multi-Vehicle Cooperative Persistent Coverage for Random Target Search. IEEE Robotics Autom. Lett. Zhuo Li, Guangzheng Li, Alireza Sadeghi, Jian Sun, Gang Wang, Jialin Wang
2025	—	`conf`	Resonant Beam Communications over Sparse Nonlinear Channels. IEEECONF Abraham Jaeger Mountain, Ayah Abdallah, Alireza Sadeghi, Shengli Zhou, Georgios B. Giannakis
2024	J	`jnl`	3DECG-Net: ECG fusion network for multi-label cardiac arrhythmia detection. Comput. Biol. Medicine Alireza Sadeghi, Farshid Hajati, Alireza Rezaee, Mahdieh Sadeghi, Ahmadreza Argha, Hamid Alinejad-Rokny
2024	J	`jnl`	Bayesian Active Learning for Sample Efficient 5G Radio Map Reconstruction. IEEE Trans. Wirel. Commun. Konstantinos D. Polyzos, Alireza Sadeghi, Wei Ye, Steven Sleder, Kodjo Houssou, Jeff Calder, Zhi-Li Zhang, Georgios B. Giannakis
2024	J	`jnl`	Digital Twins for Condition and Fleet Monitoring of Aircraft: Toward More-Intelligent Electrified Aviation Systems. IEEE Access Alireza Sadeghi, Paolo Bellavista, Wenjuan Song, Mohammad Yazdani-Asrami
2024	—	`conf`	Kernel-Driven Self-Supervision for Multi-View Learning Over Graphs. IEEECONF Alireza Sadeghi, Konstantinos D. Polyzos, Georgios B. Giannakis
2024	J	`jnl`	Learning Robust to Distributional Uncertainties and Adversarial Data. IEEE J. Sel. Areas Inf. Theory Alireza Sadeghi, Gang Wang, Georgios B. Giannakis
2024	A*	`conf`	Meta-Learning Universal Priors Using Non-Injective Change of Variables. NeurIPS Yilang Zhang, Alireza Sadeghi, Georgios B. Giannakis
2024	—	`conf`	Robust Meta-Learning over Graphs with Graph Neural Networks. SAM Alireza Sadeghi, Georgios B. Giannakis
2023	—	`conf`	Bayesian Self-Supervised Learning Using Local and Global Graph Information. CAMSAP Konstantinos D. Polyzos, Alireza Sadeghi, Georgios B. Giannakis
2023	A	`conf`	Investigating the Utility of Synthetic Data for Doctor-Patient Conversation Summarization. INTERSPEECH Siyuan Chen, Colin A. Grambow, Mojtaba Kadkhodaie Elyaderani, Alireza Sadeghi, Federico Fancellu, Thomas Schaaf
2022	Misc	`conf`	AdaPID: An Adaptive PID Optimizer for Training Deep Neural Networks. ICASSP Boxi Weng, Jian Sun, Alireza Sadeghi, Gang Wang
2022	J	`jnl`	Data-Driven Priors for Robust PSSE via Gauss-Newton Unrolled Neural Networks. IEEE J. Emerg. Sel. Topics Circuits Syst. Qiuling Yang, Alireza Sadeghi, Gang Wang
2022	—	`conf`	Learning while Respecting Privacy and Robustness to Adversarial Distributed Datasets. EUSIPCO Alireza Sadeghi, Georgios B. Giannakis
2022	J	`jnl`	Robust, Deep, and Reinforcement Learning for Management of Communication and Power Networks. CoRR Alireza Sadeghi
2021	J	`jnl`	Combined ensemble multi-class SVM and fuzzy NSGA-II for trend forecasting and trading in Forex markets. Expert Syst. Appl. Alireza Sadeghi, Amir Daneshvar, Mahdi Madanchi Zaj
2021	J	`jnl`	Distributionally Robust Semi-Supervised Learning Over Graphs. CoRR Alireza Sadeghi, Meng Ma, Bingcong Li, Georgios B. Giannakis
2021	A*	`conf`	Heavy Ball Momentum for Conditional Gradient. NeurIPS Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis
2021	J	`jnl`	Heavy Ball Momentum for Conditional Gradient. CoRR Bingcong Li, Alireza Sadeghi, Georgios B. Giannakis
2021	J	`jnl`	Learning Two-Layer ReLU Networks Is Nearly as Easy as Learning Linear Classifiers on Separable Data. IEEE Trans. Signal Process. Qiuling Yang, Alireza Sadeghi, Gang Wang, Jian Sun
2021	—	`conf`	On-Policy Reinforcement Learning via Ensemble Gaussian Processes with Application to Resource Allocation. ACSCC Konstantinos D. Polyzos, Qin Lu, Alireza Sadeghi, Georgios B. Giannakis
2020	—	`conf`	Deep Policy Gradient for Reactive Power Control in Distribution Systems. SmartGridComm Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun
2020	Misc	`conf`	Hierarchical Caching via Deep Reinforcement Learning. ICASSP Alireza Sadeghi, Gang Wang, Georgios B. Giannakis
2020	J	`jnl`	Learning while Respecting Privacy and Robustness to Distributional Uncertainties and Adversarial Data. CoRR Alireza Sadeghi, Gang Wang, Meng Ma, Georgios B. Giannakis
2020	—	`conf`	Power System State Estimation Using Gauss-Newton Unrolled Neural Networks with Trainable Priors. SmartGridComm Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun
2020	J	`jnl`	Reinforcement Learning for Caching with Space-Time Popularity Dynamics. CoRR Alireza Sadeghi, Georgios B. Giannakis, Gang Wang, Fatemeh Sheikholeslami
2020	J	`jnl`	Robust PSSE Using Graph Neural Networks for Data-driven and Topology-aware Priors. CoRR Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun
2020	C	`conf`	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 Mojtaba Shivaie, Alireza Sadeghi, Pourya Rezaei, Meisam Ansari
2020	J	`jnl`	Two-Timescale Voltage Control in Distribution Grids Using Deep Reinforcement Learning. IEEE Trans. Smart Grid Qiuling Yang, Gang Wang, Alireza Sadeghi, Georgios B. Giannakis, Jian Sun
2019	J	`jnl`	A Statistical Learning Approach to Reactive Power Control in Distribution Systems. CoRR Qiuling Yang, Alireza Sadeghi, Gang Wang, Georgios B. Giannakis, Jian Sun
2019	J	`jnl`	Adaptive Caching via Deep Reinforcement Learning. CoRR Alireza Sadeghi, Gang Wang, Georgios B. Giannakis
2019	J	`jnl`	Deep Reinforcement Learning for Adaptive Caching in Hierarchical Content Delivery Networks. IEEE Trans. Cogn. Commun. Netw. Alireza Sadeghi, Gang Wang, Georgios B. Giannakis
2019	Misc	`conf`	Distributed Network Caching via Dynamic Programming. ICASSP Alireza Sadeghi, Antonio G. Marques, Georgios B. Giannakis
2019	J	`jnl`	Distributed Network Caching via Dynamic Programming. CoRR Alireza Sadeghi, Antonio G. Marques, Georgios B. Giannakis
2019	J	`jnl`	Real-time Voltage Control Using Deep Reinforcement Learning. CoRR Qiuling Yang, Gang Wang, Alireza Sadeghi, Georgios B. Giannakis, Jian Sun
2019	J	`jnl`	Reinforcement Learning for Adaptive Caching With Dynamic Storage Pricing. IEEE J. Sel. Areas Commun. Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marques, Georgios B. Giannakis
2019	—	`ch.`	Security and Software Engineering. Handbook of Software Engineering Sam Malek, Hamid Bagheri, Joshua Garcia, Alireza Sadeghi
2019	—	`conf`	Two-Timescale Voltage Regulation in Distribution Grids Using Deep Reinforcement Learning. SmartGridComm Qiuling Yang, Gang Wang, Alireza Sadeghi, Georgios B. Giannakis, Jian Sun
2018	A*	`conf`	A temporal permission analysis and enforcement framework for Android. ICSE Alireza Sadeghi, Reyhaneh Jabbarvand, Negar Ghorbani, Hamid Bagheri, Sam Malek
2018	—	`conf`	Optimal Dynamic Proactive Caching Via Reinforcement Learning. SPAWC Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis
2018	J	`jnl`	Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-Time Popularities. IEEE J. Sel. Top. Signal Process. Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis
2018	J	`jnl`	RCFD: A Novel Channel Access Scheme for Full-Duplex Wireless Networks Based on Contention in Time and Frequency Domains. IEEE Trans. Mob. Comput. Michele Luvisotto, Alireza Sadeghi, Farshad Lahouti, Stefano Vitturi, Michele Zorzi
2018	Misc	`conf`	Reinforcement Learning for 5G Caching with Dynamic Cost. ICASSP Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marqués, Georgios B. Giannakis
2018	J	`jnl`	Reinforcement Learning for Adaptive Caching with Dynamic Storage Pricing. CoRR Alireza Sadeghi, Fatemeh Sheikholeslami, Antonio G. Marques, Georgios B. Giannakis
2017	J	`jnl`	A Taxonomy and Qualitative Comparison of Program Analysis Techniques for Security Assessment of Android Software. IEEE Trans. Software Eng. Alireza Sadeghi, Hamid Bagheri, Joshua Garcia, Sam Malek
2017	J	`jnl`	Analysis of Statistical QoS in Half Duplex and Full Duplex Dense Heterogeneous Cellular Networks. CoRR Alireza Sadeghi, Michele Luvisotto, Farshad Lahouti, Michele Zorzi
2017	—	`—`	Efficient Permission-Aware Analysis of Android Apps. Alireza Sadeghi
2017	J	`jnl`	Ensuring the Consistency of Adaptation through Inter- and Intra-Component Dependency Analysis. ACM Trans. Softw. Eng. Methodol. Alireza Sadeghi, Naeem Esfahani, Sam Malek
2017	—	`conf`	Mining mobile app markets for prioritization of security assessment effort. WAMA@ESEC/SIGSOFT FSE Alireza Sadeghi, Naeem Esfahani, Sam Malek
2017	J	`jnl`	Optimal and Scalable Caching for 5G Using Reinforcement Learning of Space-time Popularities. CoRR Alireza Sadeghi, Fatemeh Sheikholeslami, Georgios B. Giannakis
2017	—	`conf`	PATDroid: permission-aware GUI testing of Android. ESEC/SIGSOFT FSE Alireza Sadeghi, Reyhaneh Jabbarvand, Sam Malek
2017	—	`conf`	Performance bounds of estimators in molecular communications under structural constraints. NANOCOM Alireza Sadeghi, Siavash Ghavami, Georgios B. Giannakis
2016	J	`jnl`	Analysis of Key Generation Rate from Wireless Channel in In-Band Full-Duplex Communications. CoRR Alireza Sadeghi, Michele Zorzi, Farshad Lahouti
2016	—	`conf`	Analysis of key generation rate from wireless channel in in-band full-duplex communications. ICC Workshops Alireza Sadeghi, Michele Zorzi, Farshad Lahouti
2016	B	`conf`	Architecture Modeling and Analysis of Security in Android Systems. ECSA Bradley R. Schmerl, Jeff Gennari, Alireza Sadeghi, Hamid Bagheri, Sam Malek, Javier Cámara, David Garlan
2016	A	`conf`	Energy-aware test-suite minimization for Android apps. ISSTA Reyhaneh Jabbarvand Behrouz, Alireza Sadeghi, Hamid Bagheri, Sam Malek
2016	A	`conf`	Practical, Formal Synthesis and Automatic Enforcement of Security Policies for Android. DSN Hamid Bagheri, Alireza Sadeghi, Reyhaneh Jabbarvand Behrouz, Sam Malek
2016	J	`jnl`	RCFD: A Frequency Based Channel Access Scheme for Full Duplex Wireless Networks. CoRR Michele Luvisotto, Alireza Sadeghi, Farshad Lahouti, Stefano Vitturi, Michele Zorzi
2016	J	`jnl`	RCFD: A Novel Channel Access Scheme for Full-Duplex Wireless Networks Based on Contention in Time and Frequency Domains. CoRR Michele Luvisotto, Alireza Sadeghi, Farshad Lahouti, Stefano Vitturi, Michele Zorzi
2016	—	`conf`	RCFD: A frequency-based channel access scheme for full-duplex wireless networks. ICC Michele Luvisotto, Alireza Sadeghi, Farshad Lahouti, Stefano Vitturi, Michele Zorzi
2016	A*	`conf`	Reducing combinatorics in GUI testing of android applications. ICSE Nariman Mirzaei, Joshua Garcia, Hamid Bagheri, Alireza Sadeghi, Sam Malek
2016	J	`jnl`	Software architectural principles in contemporary mobile software: from conception to practice. J. Syst. Softw. Hamid Bagheri, Joshua Garcia, Alireza Sadeghi, Sam Malek, Nenad Medvidovic
2016	J	`jnl`	Statistical QoS Analysis of Full Duplex and Half Duplex Heterogeneous Cellular Networks. CoRR Alireza Sadeghi, Michele Luvisotto, Farshad Lahouti, Stefano Vitturi, Michele Zorzi
2016	—	`conf`	Statistical QoS analysis of full duplex and half duplex heterogeneous cellular networks. ICC Alireza Sadeghi, Michele Luvisotto, Farshad Lahouti, Stefano Vitturi, Michele Zorzi
2015	—	`conf`	Analysis of Android Inter-App Security Vulnerabilities Using COVERT. ICSE (2) Alireza Sadeghi, Hamid Bagheri, Sam Malek
2015	J	`jnl`	COVERT: Compositional Analysis of Android Inter-App Permission Leakage. IEEE Trans. Software Eng. Hamid Bagheri, Alireza Sadeghi, Joshua Garcia, Sam Malek
2015	B	`conf`	Constellation Shaping and LDPC Coding in a Bidirectional Full Duplex Communication. GLOBECOM Alireza Sadeghi, Farshad Lahouti, Michele Zorzi
2015	—	`conf`	EcoDroid: An Approach for Energy-Based Ranking of Android Apps. GREENS Reyhaneh Jabbarvand Behrouz, Alireza Sadeghi, Joshua Garcia, Sam Malek, Paul Ammann
2015	—	`conf`	Price-based resource allocation for full duplex self-backhauled small cell networks. ICC Ali Rahmati, Alireza Sadeghi, Vahid Shah-Mansouri
2014	—	`conf`	Automated detection and mitigation of inter-application security vulnerabilities in Android (invited talk). DeMobile@SIGSOFT FSE Sam Malek, Hamid Bagheri, Alireza Sadeghi
2014	B	`conf`	Mining the Categorized Software Repositories to Improve the Analysis of Security Vulnerabilities. FASE Alireza Sadeghi, Naeem Esfahani, Sam Malek
2012	J	`jnl`	Mbtdd: Model Based Test Driven Development. Int. J. Softw. Eng. Knowl. Eng. Alireza Sadeghi, Seyed-Hassan Mirian-Hosseinabadi
2006	B	`conf`	Structural Vibration Modeling Using a Neuro-Fuzzy Approach. FUZZ-IEEE Farbod Khoshnoud, Alireza Sadeghi, Ibrahim I. Esat, Carlos E. H. Ventura, Clarence W. de Silva