Pooyan Safari - RankMe

42 papers A 2B 1Misc 1Journal 10Unranked 26

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Demonstration of End-to-End Cross-Border Service Provisioning and Monitoring Using TeraFlowSDN and Eclipse Dataspace Components Connectors. OFC Angela Mitrovska, Aydin Jafari, Behnam Shariati, Pooyan Safari, Vignesh Karunakaran, Achim Autenrieth, Johannes Karl Fischer, Ronald Freund
2025	J	`jnl`	Hardware realization of neuromorphic computing with a 4-port photonic reservoir for modulation format identification. Neuromorph. Comput. Eng. Enes Seker, Rijil Thomas, Guillermo von Hünefeld, Stephan Suckow, Mahdi Kaveh, Gregor Ronniger, Pooyan Safari, Isaac Sackey, David Stahl, Colja Schubert, Johannes Karl Fischer, Ronald Freund, Max Christian Lemme
2025	—	`conf`	International Testbed Data Sharing Framework with Data Sovereign Features for Network AI/ML Empowerment. OFC Yusuke Hirota, Sugang Xu, Angela Mitrovska, Yuki Yoshida, Pooyan Safari, Behnam Shariati, Johannes K. Fischer, Ronald Freund, Hideaki Furukawa, Kouichi Akahane, Yoshinari Awaji
2025	—	`conf`	LLM Assistant for TAPI Context and Client Code Translation. ECOC Aydin Jafari, Behnam Shariati, Hussein Zaid, Pooyan Safari, Vignesh Karunakaran, Philomena Moek, Ramon Casellas, Achim Autenrieth, Johannes Karl Fischer
2025	—	`conf`	Leveraging Shared Data and Models for ML-Based QoT Estimation: Toward Standardized and Generalizable Models. ECOC Hassan Akbari, Xiao Ma, Behnam Shariati, Pooyan Safari, Angela Mitrovska, Johannes K. Fischer, Stephan Pachnicke, Jasper Müller, Ronald Freund
2025	—	`conf`	Live Demonstration of Modulation Format Identification Using a Photonic Neural Network. OFC Guillermo von Hünefeld, Mahdi Kaveh, Joseph Hopfmüller, Pooyan Safari, Enes Seker, Rijil Thomas, Mahtab Aghaeipour, David Stahl, Stephan Suckow, Max Christian Lemme, Johannes Karl Fischer, Colja Schubert, Ronald Freund
2025	—	`conf`	Multi-Agent Design for LLM-assisted Network Management. OFC Hussein Zaid, Pooyan Safari, Behnam Shariati, Aydin Jafari, Mihail Balanici, Johannes Karl Fischer
2025	J	`jnl`	Network data sharing: a governance framework for ensuring data sovereignty and privacy compliance. J. Opt. Commun. Netw. Angela Mitrovska, Behnam Shariati, Aydin Jafari, Pooyan Safari, Johannes Karl Fischer, Ronald Freund
2024	—	`conf`	Analysis and Mitigation of Unwanted Biases in ML-based QoT Classification Tasks. OFC Carlos Natalino, Behnam Shariati, Pooyan Safari, Johannes Karl Fischer, Paolo Monti
2024	—	`conf`	Autonomous Capacity Adjustment with Dynamic Margin Allocation for Optical Enterprise Links. OFC Mihail Balanici, Behnam Shariati, Pooyan Safari, Geronimo Bergk, Johannes Karl Fischer
2024	J	`jnl`	Experimental dataset for developing and testing ML models in optical communication systems. J. Opt. Commun. Netw. Caio Santos, Abdelrahmane Moawad, Behnam Shariati, Robert Emmerich, Pooyan Safari, Colja Schubert, Johannes K. Fischer
2024	B	`conf`	Federated Learning Governance using Eclipse Dataspace Components Connectors. IEEE Big Data Angela Mitrovska, Marcel Fernandez Rosas, Pooyan Safari, Behnam Shariati, Johannes Karl Fischer, Ronald Freund
2024	—	`conf`	Live Demonstration of Autonomous Link-Capacity Adjustment in Optical Metro-Aggregation Networks. OFC Mihail Balanici, Pooyan Safari, Behnam Shariati, Aydin Jafari, Johannes Karl Fischer, Ronald Freund
2024	—	`—`	Unsupervised and attention approaches for deep learning speaker recognition Pooyan Safari
2023	—	`conf`	Demonstration of Data-Sovereign Telemetry Broker for Open and Disaggregated Optical Networks. OFC Haydar Qarawlus, Steffen Biehs, Behnam Shariati, José Juan Pedreño Manresa, Ayoub Bouchedoub, Hendrik Haße, Pooyan Safari, Achim Autenrieth, Johannes K. Fischer
2023	—	`conf`	Experimental Demonstration of Optical Modulation Format Identification Using SOI-based Photonic Reservoir. OFC Guillermo von Hünefeld, Gregor Ronniger, Enes Seker, Rijil Thomas, Pooyan Safari, Isaac Sackey, Md Mahasin Khan, Stephan Suckow, Max Christian Lemme, David Stahl, Colja Schubert, Johannes Karl Fischer, Ronald Freund
2023	—	`conf`	F5G OpenLab: Enabling Twin Transition through Ubiquitous Fiber Connectivity. ICTON Mihail Balanici, Behnam Shariati, Pooyan Safari, Paul Chojecki, Moritz Chemnitz, David Przewozny, Johannes Karl Fischer, Ronald Freund
2023	—	`conf`	QoT Violation in Low-Margin Optical Networks. OFC Pooyan Safari, Behnam Shariati, Wanda Baltzer, Johannes Karl Fischer
2023	—	`conf`	Telemetry Framework with Data Sovereignty Features. OFC Behnam Shariati, Haydar Qarawlus, Steffen Biehs, Jose-Juan Pedreno-Manresa, Pooyan Safari, Mihail Balanici, Ayoub Bouchedoub, Hendrik Haße, Achim Autenrieth, Johannes K. Fischer, Ronald Freund
2022	—	`conf`	Edge Cloud based Visual Inspection for Automatic Quality Assurance in Production. CSNDSP Pooyan Safari, Behnam Shariati, David Przewozny, Paul Chojecki, Johannes Karl Fischer, Ronald Freund, Axel Vick, Moritz Chemnitz
2022	—	`conf`	Interactive Visual Analytics Dashboard for the Paradigm of ML-assisted Autonomous Optical Networking. OFC Behnam Shariati, Wanda Baltzer, Geronimo Bergk, Pooyan Safari, Johannes Karl Fischer
2022	J	`jnl`	ML-assisted QoT estimation: a dataset collection and data visualization for dataset quality evaluation. JOCN Geronimo Bergk, Behnam Shariati, Pooyan Safari, Johannes K. Fischer
2022	—	`conf`	Traffic Monitoring and Analytics Framework for Optical Access Networks. CSNDSP Behnam Shariati, Geronimo Bergk, Pooyan Safari, Mihail Balanici, Johannes K. Fischer, Ronald Freund
2021	—	`conf`	Deep Convolutional Neural Network for Network-wide QoT Estimation. OFC Pooyan Safari, Behnam Shariati, Geronimo Bergk, Johannes Karl Fischer
2021	Misc	`conf`	Double Multi-Head Attention for Speaker Verification. ICASSP Miquel India, Pooyan Safari, Javier Hernando
2021	—	`conf`	Inter-Operator Machine Learning Model Trading over Acumos AI Federated Marketplace. OFC Behnam Shariati, Pooyan Safari, Geronimo Bergk, Felix Immanuel Oertel, Johannes Karl Fischer
2021	—	`conf`	Secure Multi-Party Computation and Statistics Sharing for ML Model Training in Multi-domain Multi-vendor Networks. ECOC Pooyan Safari, Behnam Shariati, Geronimo Bergk, Johannes Karl Fischer
2021	—	`conf`	Vertical Federated Learning for Privacy-Preserving ML Model Development in Partially Disaggregated Networks. ECOC Nazila Hashemi, Pooyan Safari, Behnam Shariati, Johannes Karl Fischer
2020	—	`ch.`	Deep Learning in Speaker Recognition. Development and Analysis of Deep Learning Architectures Omid Ghahabi, Pooyan Safari, Javier Hernando
2020	—	`conf`	Demonstration of Federated Learning over Edge-Computing Enabled Metro Optical Networks. ECOC Behnam Shariati, Pooyan Safari, Angela Mitrovska, Nazila Hashemi, Johannes Karl Fischer, Ronald Freund
2020	J	`jnl`	Double Multi-Head Attention for Speaker Verification. CoRR Miquel India, Pooyan Safari, Javier Hernando
2020	J	`jnl`	Privacy-Preserving Distributed Learning Framework for 6G Telecom Ecosystems. CoRR Pooyan Safari, Behnam Shariati, Johannes Karl Fischer
2020	A	`conf`	Self-Attention Encoding and Pooling for Speaker Recognition. INTERSPEECH Pooyan Safari, Miquel India, Javier Hernando
2020	J	`jnl`	Self-attention encoding and pooling for speaker recognition. CoRR Pooyan Safari, Miquel India, Javier Hernando
2019	A	`conf`	Self Multi-Head Attention for Speaker Recognition. INTERSPEECH Miquel India, Pooyan Safari, Javier Hernando
2019	J	`jnl`	Self Multi-Head Attention for Speaker Recognition. CoRR Miquel India, Pooyan Safari, Javier Hernando
2019	J	`jnl`	Towards Recognizing Phrase Translation Processes: Experiments on English-French. CoRR Yuming Zhai, Pooyan Safari, Gabriel Illouz, Alexandre Allauzen, Anne Vilnat
2019	J	`jnl`	Towards Recognizing Phrase Translation Processes: Experiments on English-French. POLIBITS Yuming Zhai, Pooyan Safari, Gabriel Illouz, Alexandre Allauzen, Anne Vilnat
2018	—	`conf`	Restricted Boltzmann Machine Vectors for Speaker Clustering. IberSPEECH Umair Khan, Pooyan Safari, Javier Hernando
2017	—	`conf`	LIMSI$@$WMT'17. WMT Franck Burlot, Pooyan Safari, Matthieu Labeau, Alexandre Allauzen, François Yvon
2016	—	`conf`	From Features to Speaker Vectors by means of Restricted Boltzmann Machine Adaptation. Odyssey Pooyan Safari, Omid Ghahabi, Javier Hernando
2015	—	`conf`	Feature classification by means of deep belief networks for speaker recognition. EUSIPCO Pooyan Safari, Omid Ghahabi, Javier Hernando