Alessio Orsino

27 papers A* 1A 1C 1Journal 14Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Dynamic Hashtag Recommendation in Social Media With Trend Shift Detection and Adaptation. IEEE Trans. Comput. Soc. Syst. Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2026	J	`jnl`	Navigating the Edge-Cloud Continuum: A State-of-Practice Survey. IEEE Access Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2025	—	`conf`	A Parameter-Efficient Approach to Distilling Large Language Models via Meta-learning. ADBIS (Short Papers) Riccardo Cantini, Nicola Gabriele, Alessio Orsino
2025	—	`conf`	Advancing green and fair AI: a research perspective on environmental and social sustainability. Ital-IA Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2025	J	`jnl`	Benchmarking Adversarial Robustness to Bias Elicitation in Large Language Models: Scalable Automated Assessment with LLM-as-a-Judge. CoRR Riccardo Cantini, Alessio Orsino, Massimo Ruggiero, Domenico Talia
2025	J	`jnl`	Benchmarking adversarial robustness to bias elicitation in large language models: scalable automated assessment with LLM-as-a-judge. Mach. Learn. Riccardo Cantini, Alessio Orsino, Massimo Ruggiero, Domenico Talia
2025	J	`jnl`	Dynamic hashtag recommendation in social media with trend shift detection and adaptation. CoRR Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2025	—	`conf`	Is Reasoning All You Need? Probing Bias in the Age of Reasoning Language Models. AEQUITAS@ECAI Riccardo Cantini, Nicola Gabriele, Alessio Orsino, Domenico Talia
2025	J	`jnl`	Is Reasoning All You Need? Probing Bias in the Age of Reasoning Language Models. CoRR Riccardo Cantini, Nicola Gabriele, Alessio Orsino, Domenico Talia
2025	J	`jnl`	Navigating the Edge-Cloud Continuum: A State-of-Practice Survey. CoRR Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2025	A	`conf`	Reproducibility Report for SC25 Paper MetoHash: A Memory-Efficient and Traffic-Optimized Hashing Index on Hybrid PMem-DRAM Memories. SC Alessio Orsino
2025	—	`conf`	Towards Interpretable Energy Estimation for Edge AI Applications. IPDPS (Workshops) Riccardo Cantini, Alessio Orsino, Domenico Talia, Paolo Trunfio
2024	—	`conf`	Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation. DS (1) Riccardo Cantini, Giada Cosenza, Alessio Orsino, Domenico Talia
2024	J	`jnl`	Are Large Language Models Really Bias-Free? Jailbreak Prompts for Assessing Adversarial Robustness to Bias Elicitation. CoRR Riccardo Cantini, Giada Cosenza, Alessio Orsino, Domenico Talia
2024	J	`jnl`	Block size estimation for data partitioning in HPC applications using machine learning techniques. J. Big Data Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vázquez-Novoa
2024	—	`conf`	Developing Cross-Platform and Fast-Responsive Applications on the Edge-Cloud Continuum. WMNC Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Aleandro Presta, Andrea Vinci
2024	—	`book`	Programming Big Data Applications - Scalable Tools and Frameworks for Your Needs Programming Big Data Applications Domenico Talia, Paolo Trunfio, Fabrizio Marozzo, Loris Belcastro, Riccardo Cantini, Alessio Orsino
2024	A*	`conf`	TinyTTA: Efficient Test-time Adaptation via Early-exit Ensembles on Edge Devices. NeurIPS Hong Jia, Young D. Kwon, Alessio Orsino, Ting Dang, Domenico Talia, Cecilia Mascolo
2024	J	`jnl`	Xai-driven knowledge distillation of large language models for efficient deployment on low-resource devices. J. Big Data Riccardo Cantini, Alessio Orsino, Domenico Talia
2023	J	`jnl`	Edge-Cloud Continuum Solutions for Urban Mobility Prediction and Planning. IEEE Access Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2023	—	`conf`	Scaling Machine Learning at the Edge-Cloud: A Distributed Computing Perspective. DCOSS-IoT Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2023	C	`conf`	Using the Compute Continuum for Data Analysis: Edge-cloud Integration for Urban Mobility. PDP Loris Belcastro, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2022	J	`jnl`	Block size estimation for data partitioning in HPC applications using machine learning techniques. CoRR Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio, Rosa M. Badia, Jorge Ejarque, Fernando Vázquez
2022	—	`conf`	Edge Computing Solutions for Distributed Machine Learning. DASC/PiCom/CBDCom/CyberSciTech Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2022	J	`jnl`	Programming big data analysis: principles and solutions. J. Big Data Loris Belcastro, Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio
2021	—	`conf`	A visual tool for reducing returns in e-commerce platforms. RTSI Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Martina Passarelli, Paolo Trunfio
2021	J	`jnl`	Exploiting Machine Learning for Improving In-Memory Execution of Data-Intensive Workflows on Parallel Machines. Future Internet Riccardo Cantini, Fabrizio Marozzo, Alessio Orsino, Domenico Talia, Paolo Trunfio