Amir Hossein Payberah

60 papers A 2B 8C 14Misc 2Journal 14Unranked 19

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Fact vs. Fiction: Are the Reportedly "Magical" LLM-Based Recommenders Reproducible? ECIR (4) Shirin Tahmasebi, Narjes Nikzad, Amir Hossein Payberah, Meysam Asgari-Chenaghlu, Mihhail Matskin
2025	J	`jnl`	Using Satellite Images And Self-supervised Machine Learning Networks To Detect Water Hidden Under Vegetation. CoRR Ioannis Iakovidis, Zahra Kalantari, Amir Hossein Payberah, Fernando Jaramillo, Francisco Pena Escobar
2025	—	`conf`	Utilizing Large Language Models for Ablation Studies in Machine Learning and Deep Learning. EuroMLSys Sina Sheikholeslami, Hamid Ghasemirahni, Amir Hossein Payberah, Tianze Wang, Jim Dowling, Vladimir Vlassov
2024	J	`jnl`	BaziGooshi: A Hybrid Model of Reinforcement Learning for Generalization in Gameplay. IEEE Trans. Games Sara Karimi, Sahar Asadi, Amir Hossein Payberah
2024	J	`jnl`	DeepAqua: Semantic segmentation of wetland water surfaces with SAR imagery using deep neural networks without manually annotated data. Int. J. Appl. Earth Obs. Geoinformation Francisco J. Peña, Clara Hübinger, Amir Hossein Payberah, Fernando Jaramillo
2024	—	`conf`	REA: Refine-Estimate-Answer Prompting for Zero-Shot Relation Extraction. NLDB (1) Amirhossein Layegh, Amir Hossein Payberah, Mihhail Matskin
2024	—	`conf`	SCORE: Skill-Conditioned Online Reinforcement Learning. AIIDE Sara Karimi, Sahar Asadi, Amir Hossein Payberah
2024	B	`conf`	Single-pass Hierarchical Text Classification with Large Language Models. IEEE Big Data Fabian Schmidt, Karin Hammerfald, Henrik Haaland Jahren, Amir Hossein Payberah, Vladimir Vlassov
2024	Misc	`conf`	Wiki-based Prompts for Enhancing Relation Extraction using Language Models. SAC Amirhossein Layegh, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin
2023	B	`conf`	ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER. COMPSAC Amirhossein Layegh, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin
2023	J	`jnl`	ContrastNER: Contrastive-based Prompt Tuning for Few-shot NER. CoRR Amirhossein Layegh, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin
2023	J	`jnl`	DeepAqua: Self-Supervised Semantic Segmentation of Wetlands from SAR Images using Knowledge Distillation. CoRR Francisco J. Peña, Clara Hübinger, Amir Hossein Payberah, Fernando Jaramillo
2023	C	`conf`	Graph Representation Learning with Graph Transformers in Neural Combinatorial Optimization. ICMLA Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov
2023	B	`conf`	TRANSQLATION: TRANsformer-based SQL RecommendATION. IEEE Big Data Shirin Tahmasebi, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin
2023	C	`conf`	The Impact of Importance-Aware Dataset Partitioning on Data-Parallel Training of Deep Neural Networks. DAIS Sina Sheikholeslami, Amir Hossein Payberah, Tianze Wang, Jim Dowling, Vladimir Vlassov
2023	—	`conf`	Using Machine Learning to Recommend Personalized Modular Treatments for Common Mental Health Disorders. ICDH Fabian Schmidt, Karin Hammerfald, Henrik Haaland Jahren, Ole André Solbakken, Amir Hossein Payberah, Vladimir Vlassov
2022	C	`conf`	Accelerate Model Parallel Deep Learning Training Using Effective Graph Traversal Order in Device Placement. DAIS Tianze Wang, Amir Hossein Payberah, Desta Haileselassie Hagos, Vladimir Vlassov
2022	J	`jnl`	Accelerate Model Parallel Training by Using Efficient Graph Traversal Order in Device Placement. CoRR Tianze Wang, Amir Hossein Payberah, Desta Haileselassie Hagos, Vladimir Vlassov
2022	—	`conf`	BERTicsson: A Recommender System For Troubleshooting. SDU@AAAI Nuria Marzo I Grimalt, Serveh Shalmashi, Forough Yaghoubi, Leif Jonsson, Amir Hossein Payberah
2022	C	`conf`	CandyRL: A Hybrid Reinforcement Learning Model for Gameplay. ICMLA Sara Karimi, Sahar Asadi, Francesco Lorenzo, Amir Hossein Payberah
2022	B	`conf`	Dataclouddsl: Textual and Visual Presentation of Big Data Pipelines. COMPSAC Shirin Tahmasebi, Amirhossein Layegh, Nikolay Nikolov, Amir Hossein Payberah, Khoa Dinh, Vlado Mitrovic, Dumitru Roman, Mihhail Matskin
2022	B	`conf`	Fine-Tuning BERT-based Language Models for Duplicate Trouble Report Retrieval. IEEE Big Data Nathan Bosch, Serveh Shalmashi, Forough Yaghoubi, Henrik Holm, Fitsum Gaim, Amir Hossein Payberah
2022	B	`conf`	IL-GAN: Rare Sample Generation via Incremental Learning in GANs. GLOBECOM Jón R. Baldvinsson, Milad Ganjalizadeh, AbdulRahman Alabbasi, Mårten Björkman, Amir Hossein Payberah
2022	B	`conf`	Node Context Selection in Transformer-Based Graph Representation Learning Models. IEEE Big Data Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov
2022	J	`jnl`	Scalable Artificial Intelligence for Earth Observation Data Using Hopsworks. Remote. Sens. Desta Haileselassie Hagos, Theofilos Kakantousis, Sina Sheikholeslami, Tianze Wang, Vladimir Vlassov, Amir Hossein Payberah, Moritz Meister, Robin Andersson, Jim Dowling
2022	—	`conf`	Siambert: Siamese Bert-based Code Search. SAIS Francisco J. Peña, Angel Luis Gonzalez, Sepideh Pashami, Ahmad Al-Shishtawy, Amir Hossein Payberah
2022	C	`conf`	TranSQL: A Transformer-based Model for Classifying SQL Queries. ICMLA Shirin Tahmasebi, Amir Hossein Payberah, Ahmet Soylu, Dumitru Roman, Mihhail Matskin
2021	—	`conf`	A Survey of Big Data Pipeline Orchestration Tools from the Perspective of the DataCloud Project. DAMDID/RCDL (Supplementary Proceedings) Mihhail Matskin, Shirin Tahmasebi, Amirhossein Layegh, Amir Hossein Payberah, Aleena Thomas, Nikolay Nikolov, Dumitru Roman
2021	—	`conf`	AutoAblation: Automated Parallel Ablation Studies for Deep Learning. EuroMLSys@EuroSys Sina Sheikholeslami, Moritz Meister, Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov, Jim Dowling
2021	J	`jnl`	Big Data Workflows: Locality-Aware Orchestration Using Software Containers. Sensors Andrei-Alin Corodescu, Nikolay Nikolov, Akif Quddus Khan, Ahmet Soylu, Mihhail Matskin, Amir Hossein Payberah, Dumitru Roman
2021	C	`conf`	COCLUBERT: Clustering Machine Learning Source Code. ICMLA Marcus Hägglund, Francisco J. Peña, Sepideh Pashami, Ahmad Al-Shishtawy, Amir Hossein Payberah
2021	J	`jnl`	Conceptualization and scalable execution of big data workflows using domain-specific languages and software containers. Internet Things Nikolay Nikolov, Yared Dejene Dessalk, Akif Quddus Khan, Ahmet Soylu, Mihhail Matskin, Amir Hossein Payberah, Dumitru Roman
2021	C	`conf`	Cross-Domain Transfer of Generative Explanations Using Text-to-Text Models. NLDB Karl Fredrik Erliksson, Anders Arpteg, Mihhail Matskin, Amir Hossein Payberah
2021	B	`conf`	IMITA: Imitation Learning for Generalizing Cloud Orchestration. CCGRID Kamal Hakimzadeh, Patrick K. Nicholson, Diego Lugones, Amir Hossein Payberah
2021	C	`conf`	Locality-Aware Workflow Orchestration for Big Data. MEDES Andrei-Alin Corodescu, Nikolay Nikolov, Akif Quddus Khan, Ahmet Soylu, Mihhail Matskin, Amir Hossein Payberah, Dumitru Roman
2021	—	`conf`	Siamese Neural Networks for Detecting Complementary Products. EACL (Student Research Workshop) Marina Angelovska, Sina Sheikholeslami, Bas Dunn, Amir Hossein Payberah
2020	C	`conf`	CONVJSSP: Convolutional Learning for Job-Shop Scheduling Problems. ICMLA Tianze Wang, Amir Hossein Payberah, Vladimir Vlassov
2020	J	`jnl`	Deep learning for electronic health records: A comparative review of multiple deep neural architectures. J. Biomed. Informatics José Roberto Ayala Solares, Francesca Elisa Diletta Raimondi, Yajie Zhu, Fatemeh Rahimian, Dexter Canoy, Jenny Tran, Ana Catarina Pinho Gomes, Amir Hossein Payberah, Mariagrazia Zottoli, Milad Nazarzadeh, Nathalie Conrad, Kazem Rahimi, Gholamreza Salimi Khorshidi
2020	—	`conf`	Framework-Agnostic Optimization of Repeated Skewed Joins at Massive Scale. ISPA/BDCloud/SocialCom/SustainCom Andrea Nardelli, Vladimir Vlassov, Amir Hossein Payberah
2020	—	`conf`	Graph Representation Matters in Device Placement. DIDL@Middleware Milko Mitropolitsky, Zainab Abbas, Amir Hossein Payberah
2020	—	`conf`	Maggy: Scalable Asynchronous Parallel Hyperparameter Search. DistributedML@CoNEXT Moritz Meister, Sina Sheikholeslami, Amir Hossein Payberah, Vladimir Vlassov, Jim Dowling
2020	C	`conf`	MarioDAgger: A Time and Space Efficient Autonomous Driver. ICMLA Farzad Kamrani, Andreas Elers, Mika Cohen, Amir Hossein Payberah
2020	C	`conf`	Use All Your Skills, Not Only The Most Popular Ones. CoG Francesco Lorenzo, Sahar Asadi, Alice Karnsund, Lele Cao, Tianze Wang, Amir Hossein Payberah
2018	J	`jnl`	An adaptive algorithm for anomaly and novelty detection in evolving data streams. Data Min. Knowl. Discov. Mohamed-Rafik Bouguelia, Slawomir Nowaczyk, Amir Hossein Payberah
2016	—	`conf`	Boosting Vertex-Cut Partitioning for Streaming Graphs. BigData Congress Hooman Peiro Sajjad, Amir Hossein Payberah, Fatemeh Rahimian, Vladimir Vlassov, Seif Haridi
2016	Misc	`conf`	NATCloud: cloud-assisted NAT-traversal service. SAC Hanna Kavalionak, Amir Hossein Payberah, Alberto Montresor, Jim Dowling
2015	J	`jnl`	A Distributed Algorithm for Large-Scale Graph Partitioning. ACM Trans. Auton. Adapt. Syst. Fatemeh Rahimian, Amir Hossein Payberah, Sarunas Girdzijauskas, Márk Jelasity, Seif Haridi
2014	C	`conf`	Distributed Vertex-Cut Partitioning. DAIS Fatemeh Rahimian, Amir Hossein Payberah, Sarunas Girdzijauskas, Seif Haridi
2013	—	`conf`	JA-BE-JA: A Distributed Algorithm for Balanced Graph Partitioning. SASO Fatemeh Rahimian, Amir Hossein Payberah, Sarunas Girdzijauskas, Márk Jelasity, Seif Haridi
2013	—	`conf`	Lightweight gossip-based distribution estimation. ICC Amir Hossein Payberah, Hanna Kavalionak, Alberto Montresor, Jim Dowling, Seif Haridi
2013	—	`—`	Live Streaming in P2P and Hybrid P2P-Cloud Environments for the Open Internet. Amir Hossein Payberah
2013	—	`conf`	Supporting cloud deployment in the Guifi.net community network. GIIS Javi Jimenez, Roger Baig, Pau Escrich Garcia, Amin M. Khan, Felix Freitag, Leandro Navarro, Ermanno Pietrosemoli, Marco Zennaro, Amir Hossein Payberah, Vladimir Vlassov
2012	—	`conf`	CLive: Cloud-assisted P2P live streaming. P2P Amir Hossein Payberah, Hanna Kavalionak, Vimalkumar Kumaresan, Alberto Montresor, Seif Haridi
2012	J	`jnl`	Distributed optimization of P2P live streaming overlays. Computing Amir Hossein Payberah, Jim Dowling, Fatemeh Rahimian, Seif Haridi
2012	A	`conf`	Shuffling with a Croupier: Nat-Aware Peer-Sampling. ICDCS Jim Dowling, Amir Hossein Payberah
2011	J	`jnl`	Converging an Overlay Network to a Gradient Topology CoRR Håkan Terelius, Guodong Shi, Jim Dowling, Amir Hossein Payberah, Ather Gattami, Karl Henrik Johansson
2011	—	`conf`	Converging an overlay network to a Gradient topology. CDC/ECC Håkan Terelius, Guodong Shi, Jim Dowling, Amir Hossein Payberah, Ather Gattami, Karl Henrik Johansson
2011	C	`conf`	GLive: The Gradient Overlay as a Market Maker for Mesh-Based P2P Live Streaming. ISPDC Amir Hossein Payberah, Jim Dowling, Seif Haridi
2011	A	`conf`	Vitis: A Gossip-based Hybrid Overlay for Internet-scale Publish/Subscribe Enabling Rendezvous Routing in Unstructured Overlay Networks. IPDPS Fatemeh Rahimian, Sarunas Girdzijauskas, Amir Hossein Payberah, Seif Haridi
2010	C	`conf`	Sepidar: Incentivized Market-Based P2P Live-Streaming on the Gradient Overlay Network. ISM Amir Hossein Payberah, Fatemeh Rahimian, Seif Haridi, Jim Dowling