Amir Aminifar - RankMe

78 papers A* 2A 13B 4C 4Misc 6Journal 33Unranked 15

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	BEFT: Bias-Efficient Fine-Tuning of Language Models. CoRR Baichuan Huang, Ananth Balashankar, Amir Aminifar
2025	J	`jnl`	Binary Forward-Only Algorithms. IEEE Des. Test Baichuan Huang, Amir Aminifar
2025	J	`jnl`	Breaking the Illusion: Consensus-Based Generative Mitigation of Adversarial Illusions in Multi-Modal Embeddings. CoRR Fatemeh Akbarian, Anahita Baninajjar, Yingyi Zhang, Ananth Balashankar, Amir Aminifar
2025	—	`conf`	Efficient On-Device Machine Learning with a Biologically-Plausible Forward-Only Algorithm. MLSys Baichuan Huang, Amir Aminifar
2025	C	`conf`	Federated Learning for Obstacle Detection to Assist the Visually-Impaired Using Augmented Reality. DSD Fatemeh Akbarian, Robbe Vlaeminck, Joran Verheijen, Amin Aminifar, Amir Aminifar
2025	A	`conf`	Formal Local Implication Between Two Neural Networks. ECAI Anahita Baninajjar, Ahmed Rezine, Amir Aminifar
2025	J	`jnl`	IPFL: Interpretable Federated Learning for Personalized Healthcare. IEEE Access Arthur A. Nijdam, Amir Aminifar
2025	J	`jnl`	Identification of Relevant ECG Features for Epileptic Seizure Prediction Using Interpretable Machine Learning. IEEE Access Azra Abtahi, Philippe Ryvlin, Amir Aminifar
2025	—	`conf`	Integrating Smooth Motion Assumptions with Ransac-Based Sound Source Localization. EUSIPCO Jens Gulin, Kalle Åström, Amir Aminifar
2025	B	`conf`	Robustness and Privacy Interplay in Patient Membership Inference. IJCNN Anahita Baninajjar, Amin Aminifar, Kamran Hosseini, Amir Aminifar, Ahmed Rezine
2025	A*	`conf`	TinyFoA: Memory Efficient Forward-Only Algorithm for On-Device Learning. AAAI Baichuan Huang, Amir Aminifar
2025	—	`conf`	Towards Sustainable DevOps for Cyber Physical Systems. SIGSOFT FSE Companion Pushpa Priyanka Palesetti, Emelie Engström, Emma Söderberg, Al-Hussein Hameed Jasim, Andreas Bexell, Nikolaos Korkakakis, Amir Aminifar, Robert Lagerstedt, Pontus Olsson, Per Sigurdson, Markus Borg, Nadim Hagatulah, Alma Orucevic-Alagic, Maria Kihl
2024	J	`jnl`	DP-ACT: Decentralized Privacy-Preserving Asymmetric Digital Contact Tracing. Proc. Priv. Enhancing Technol. Azra Abtahi, Mathias Payer, Amir Aminifar
2024	J	`jnl`	Decentralized Federated Learning for Epileptic Seizures Detection in Low-Power Wearable Systems. IEEE Trans. Mob. Comput. Saleh Baghersalimi, Tomás Teijeiro, Amir Aminifar, David Atienza
2024	J	`jnl`	Energy-Aware Integrated Neural Architecture Search and Partitioning for Distributed Internet of Things (IoT). IEEE Trans. Circuits Syst. Artif. Intell. Baichuan Huang, Azra Abtahi, Amir Aminifar
2024	—	`conf`	FETCH: A Fast and Efficient Technique for Channel Selection in EEG Wearable Systems. CHIL Alireza Amirshahi, Jonathan Dan, José Angel Miranda, Amir Aminifar, David Atienza
2024	A	`conf`	LightFF: Lightweight Inference for Forward-Forward Algorithm. ECAI Amin Aminifar, Baichuan Huang, Azra Abtahi, Amir Aminifar
2024	J	`jnl`	Lightweight Inference for Forward-Forward Algorithm. CoRR Amin Aminifar, Baichuan Huang, Azra Abtahi, Amir Aminifar
2024	J	`jnl`	M2SKD: Multi-to-Single Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Systems. ACM Trans. Intell. Syst. Technol. Saleh Baghersalimi, Alireza Amirshahi, Farnaz Forooghifar, Tomás Teijeiro, Amir Aminifar, David Atienza
2024	J	`jnl`	MetaWearS: A Shortcut in Wearable Systems Lifecycle with Only a Few Shots. CoRR Alireza Amirshahi, Maedeh H. Toosi, Siamak Mohammadi, Stefano Albini, Pasquale Davide Schiavone, Giovanni Ansaloni, Amir Aminifar, David Atienza
2024	J	`jnl`	Privacy-Preserving Edge Federated Learning for Intelligent Mobile-Health Systems. CoRR Amin Aminifar, Matin Shokri, Amir Aminifar
2024	B	`conf`	Privacy-Preserving Federated Interpretability. IEEE Big Data Azra Abtahi, Amin Aminifar, Amir Aminifar
2024	J	`jnl`	Privacy-preserving edge federated learning for intelligent mobile-health systems. Future Gener. Comput. Syst. Amin Aminifar, Matin Shokri, Amir Aminifar
2024	A*	`conf`	VNN: Verification-Friendly Neural Networks with Hard Robustness Guarantees. ICML Anahita Baninajjar, Ahmed Rezine, Amir Aminifar
2024	J	`jnl`	Verified Relative Safety Margins for Neural Network Twins. CoRR Anahita Baninajjar, Kamran Hosseini, Ahmed Rezine, Amir Aminifar
2023	—	`conf`	EpilepsyNet: Interpretable Self-Supervised Seizure Detection for Low-Power Wearable Systems. AICAS Baichuan Huang, Renato Zanetti, Azra Abtahi, David Atienza, Amir Aminifar
2023	Misc	`conf`	Lightweight Machine Learning for Seizure Detection on Wearable Devices. ICASSP Baichuan Huang, Azra Abtahi, Amir Aminifar
2023	J	`jnl`	M2D2: Maximum-Mean-Discrepancy Decoder for Temporal Localization of Epileptic Brain Activities. IEEE J. Biomed. Health Informatics Alireza Amirshahi, Anthony Hitchcock Thomas, Amir Aminifar, Tajana Rosing, David Atienza
2023	—	`conf`	Personalized Seizure Detection Using Spiking Neural Networks. COINS Xavante Erickson, Saeed Bastani, Amir Aminifar
2023	Misc	`conf`	SafeDeep: A Scalable Robustness Verification Framework for Deep Neural Networks. ICASSP Anahita Baninajjar, Kamran Hosseini, Ahmed Rezine, Amir Aminifar
2023	J	`jnl`	Verification-Friendly Deep Neural Networks. CoRR Anahita Baninajjar, Ahmed Rezine, Amir Aminifar
2022	J	`jnl`	A Self-Aware Epilepsy Monitoring System for Real-Time Epileptic Seizure Detection. Mob. Networks Appl. Farnaz Forooghifar, Amir Aminifar, Leila Cammoun, Ilona Wisniewski, Carolina Ciumas, Philippe Ryvlin, David Atienza
2022	J	`jnl`	Many-to-One Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Internet of Things Systems. CoRR Saleh Baghersalimi, Alireza Amirshahi, Farnaz Forooghifar, Tomás Teijeiro, Amir Aminifar, David Atienza
2022	J	`jnl`	Personalized Real-Time Federated Learning for Epileptic Seizure Detection. IEEE J. Biomed. Health Informatics Saleh Baghersalimi, Tomás Teijeiro, David Atienza, Amir Aminifar
2022	J	`jnl`	Real-Time EEG-Based Cognitive Workload Monitoring on Wearable Devices. IEEE Trans. Biomed. Eng. Renato Zanetti, Adriana Arza, Amir Aminifar, David Atienza
2021	J	`jnl`	Breaking Silos to Guarantee Control Stability with Communication over Ethernet TSN. IEEE Des. Test Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Ahmed Rezine, Petru Eles, Zebo Peng
2021	J	`jnl`	EpilepsyGAN: Synthetic Epileptic Brain Activities With Privacy Preservation. IEEE Trans. Biomed. Eng. Damián Pascual, Alireza Amirshahi, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer
2021	J	`jnl`	Real-Time Personalized Atrial Fibrillation Prediction on Multi-Core Wearable Sensors. IEEE Trans. Emerg. Top. Comput. Elisabetta De Giovanni, Adriana Arza Valdés, Miguel Peón-Quirós, Amir Aminifar, David Atienza
2021	—	`conf`	Secure Cloud Control Using Verifiable Computation. COINS Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng
2021	—	`conf`	Self-Aware Anomaly-Detection for Epilepsy Monitoring on Low-Power Wearable Electrocardiographic Devices. AICAS Farnaz Forooghifar, Amin Aminifar, Tomás Teijeiro, Amir Aminifar, Jesper Jeppesen, Sándor Beniczky, David Atienza
2020	J	`jnl`	Event-Triggered Sensing for High-Quality and Low-Power Cardiovascular Monitoring Systems. IEEE Des. Test Grégoire Surrel, Tomás Teijeiro, Amir Aminifar, David Atienza, Matthieu Chevrier
2020	Misc	`conf`	Message from the Tutorial Co-Chairs. VLSID Amir Aminifar, Shabbir Batterywala
2020	Misc	`conf`	Minimal Adversarial Perturbations in Mobile Health Applications: The Epileptic Brain Activity Case Study. ICASSP Amir Aminifar
2020	C	`conf`	Noise-Resilient and Interpretable Epileptic Seizure Detection. ISCAS Anthony Hitchcock Thomas, Amir Aminifar, David Atienza
2020	—	`conf`	Robust Epileptic Seizure Detection on Wearable Systems with Reduced False-Alarm Rate. EMBC Renato Zanetti, Amir Aminifar, David Atienza
2020	J	`jnl`	Security-aware Routing and Scheduling for Control Applications on Ethernet TSN Networks. ACM Trans. Design Autom. Electr. Syst. Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng
2020	J	`jnl`	Self-Aware Machine Learning for Multimodal Workload Monitoring during Manual Labor on Edge Wearable Sensors. IEEE Des. Test Giulio Masinelli, Farnaz Forooghifar, Adriana Arza, David Atienza, Amir Aminifar
2020	B	`conf`	Universal Adversarial Perturbations in Epileptic Seizure Detection. IJCNN Amir Aminifar
2019	A	`conf`	A Self-Learning Methodology for Epileptic Seizure Detection with Minimally-Supervised Edge Labeling. DATE Damian Pascual, Amir Aminifar, David Atienza
2019	A	`conf`	Butterfly Attack: Adversarial Manipulation of Temporal Properties of Cyber-Physical Systems. RTSS Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Mathias Payer, Petru Eles, Zebo Peng
2019	—	`conf`	Multi-Modal Acute Stress Recognition Using Off-the-Shelf Wearable Devices. EMBC Victoriano Montesinos, Fabio Dell'Agnola, Adriana Arza, Amir Aminifar, David Atienza
2019	J	`jnl`	Resource-Aware Distributed Epilepsy Monitoring Using Self-Awareness From Edge to Cloud. IEEE Trans. Biomed. Circuits Syst. Farnaz Forooghifar, Amir Aminifar, David Atienza
2019	J	`jnl`	Synthetic Epileptic Brain Activities Using Generative Adversarial Networks. CoRR Damian Pascual, Amir Aminifar, David Atienza, Philippe Ryvlin, Roger Wattenhofer
2019	A	`conf`	Tailoring SVM Inference for Resource-Efficient ECG-Based Epilepsy Monitors. DATE Lorenzo Ferretti, Giovanni Ansaloni, Laura Pozzi, Amir Aminifar, David Atienza, Leila Cammoun, Philippe Ryvlin
2018	J	`jnl`	Control-Quality-Driven Design of Embedded Control Systems with Stability Guarantees. IEEE Des. Test Amir Aminifar, Petru Eles, Zebo Peng, Anton Cervin, Karl-Erik Årzén
2018	J	`jnl`	Online Obstructive Sleep Apnea Detection on Medical Wearable Sensors. IEEE Trans. Biomed. Circuits Syst. Grégoire Surrel, Amir Aminifar, Francisco J. Rincón, Srinivasan Murali, David Atienza
2018	J	`jnl`	Optimization of Message Encryption for Real-Time Applications in Embedded Systems. IEEE Trans. Computers Amir Aminifar, Petru Eles, Zebo Peng
2018	J	`jnl`	Real-Time Event-Driven Classification Technique for Early Detection and Prevention of Myocardial Infarction on Wearable Systems. IEEE Trans. Biomed. Circuits Syst. Dionisije Sopic, Amin Aminifar, Amir Aminifar, David Atienza
2018	C	`conf`	Self-Aware Wearable Systems in Epileptic Seizure Detection. DSD Farnaz Forooghifar, Amir Aminifar, David Atienza Alonso
2018	A	`conf`	Stability-aware integrated routing and scheduling for control applications in Ethernet networks. DATE Rouhollah Mahfouzi, Amir Aminifar, Soheil Samii, Ahmed Rezine, Petru Eles, Zebo Peng
2018	C	`conf`	e-Glass: A Wearable System for Real-Time Detection of Epileptic Seizures. ISCAS Dionisije Sopic, Amir Aminifar, David Atienza
2017	—	`conf`	A Hierarchical Cardiac Rhythm Classification Methodology Based on Electrocardiogram Fiducial Points. CinC Dionisije Sopic, Elisabetta De Giovanni, Amir Aminifar, David Atienza
2017	—	`conf`	A Patient-Specific Methodology for Prediction of Paroxysmal Atrial Fibrillation Onset. CinC Elisabetta De Giovanni, Amir Aminifar, Adrian Luca, Sasan Yazdani, Jean-Marc Vesin, David Atienza
2017	A	`conf`	Anomalies in scheduling control applications and design complexity. DATE Amir Aminifar, Enrico Bini
2017	—	`conf`	Real-time classification technique for early detection and prevention of myocardial infarction on wearable devices. BioCAS Dionisije Sopic, Amin Aminifar, Amir Aminifar, David Atienza
2016	J	`jnl`	Analysis and Design of Real-Time Servers for Control Applications. IEEE Trans. Computers Amir Aminifar, Enrico Bini, Petru Eles, Zebo Peng
2016	—	`—`	Analysis, Design, and Optimization of Embedded Control Systems. Amir Aminifar
2016	Misc	`conf`	Intrusion-Damage Assessment and Mitigation in Cyber-Physical Systems for Control Applications. RTNS Rouhollah Mahfouzi, Amir Aminifar, Petru Eles, Zebo Peng, Mattias Villani
2016	A	`conf`	Self-triggered controllers and hard real-time guarantees. DATE Amir Aminifar, Paulo Tabuada, Petru Eles, Zebo Peng
2016	—	`conf`	Self-triggered controllers, resource sharing, and hard guarantees. EBCCSP Amir Aminifar
2015	A	`conf`	Jfair: a scheduling algorithm to stabilize control applications. RTAS Amir Aminifar, Petru Eles, Zebo Peng
2014	A	`conf`	Bandwidth-efficient controller-server co-design with stability guarantees. DATE Amir Aminifar, Enrico Bini, Petru Eles, Zebo Peng
2014	B	`conf`	Schedulability analysis of Ethernet AVB switches. RTCSA Unmesh D. Bordoloi, Amir Aminifar, Petru Eles, Zebo Peng
2013	A	`conf`	Control-quality driven design of cyber-physical systems with robustness guarantees. DATE Amir Aminifar, Petru Eles, Zebo Peng, Anton Cervin
2013	A	`conf`	Designing Bandwidth-Efficient Stabilizing Control Servers. RTSS Amir Aminifar, Enrico Bini, Petru Eles, Zebo Peng
2013	Misc	`conf`	Stability-aware analysis and design of embedded control systems. EMSOFT Amir Aminifar, Petru Eles, Zebo Peng, Anton Cervin
2012	A	`conf`	Designing High-Quality Embedded Control Systems with Guaranteed Stability. RTSS Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng, Anton Cervin
2011	—	`conf`	Control-Quality Driven Task Mapping for Distributed Embedded Control Systems. RTCSA (1) Amir Aminifar, Soheil Samii, Petru Eles, Zebo Peng