| 2025 | ICLR | Episodic Memories Generation and Evaluation Benchmark for Large Language Models. | Alexis Huet, Zied Ben-Houidi, Dario Rossi |
| 2025 | IJCNN | Localizing and Exploiting Concept Areas in LLMs for Downstream Classification Tasks. | Alfredo Nascita, Jonatan Krolikowski, Valerio Persico, Antonio Pescap, Dario Rossi |
| 2025 | PAKDD | Changepoint Detection via Subset Chains. | Alexis Huet, Jos Manuel Navarro, Dario Rossi |
| 2024 | PAM | Data Augmentation for Traffic Classification. | Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi |
| 2023 | CoNEXT | Change Point Detection in WLANs with Random AP Forests. | Alexis Huet, Jonatan Krolikowski, Jos Manuel Navarro, Fuxing Chen, Dario Rossi |
| 2023 | CoNEXT | Memory-efficient Random Forests in FPGA SmartNICs. | Andrea Monterubbiano, Raphal Azorin, Gabriele Castellano, Massimo Gallo, Salvatore Pontarelli, Dario Rossi |
| 2023 | CoNEXT | Toward Generative Data Augmentation for Traffic Classification. | Chao Wang, Alessandro Finamore, Pietro Michiardi, Massimo Gallo, Dario Rossi |
| 2023 | ICDM | Tree-based Kendall's τ Maximization for Explainable Unsupervised Anomaly Detection. | Lanfang Kong, Alexis Huet, Dario Rossi, Mauro Sozio |
| 2023 | IMC | Replication: Contrastive Learning and Data Augmentation in Traffic Classification Using a Flowpic Input Representation. | Alessandro Finamore, Chao Wang, Jonatan Krolikowski, Jos Manuel Navarro, Fuxing Chen, Dario Rossi |
| 2023 | KDD | A Lightweight, Efficient and Explainable-by-Design Convolutional Neural Network for Internet Traffic Classification. | Kevin Fauvel, Fuxing Chen, Dario Rossi |
| 2022 | AICCSA | STREamRHF: Tree-Based Unsupervised Anomaly Detection for Data Streams. | Stefan Nesic, Andrian Putina, Maroua Bahri, Alexis Huet, Jos Manuel Navarro, Dario Rossi, Mauro Sozio |
| 2022 | CoNEXT | On using pretext tasks to learn representations from network logs. | Matteo Boffa, Luca Vassio, Marco Mellia, Idilio Drago, Giulia Milan, Zied Ben-Houidi, Dario Rossi |
| 2022 | CoNEXT | Cross-network transferable neural models for WLAN interference estimation. | Danilo Marinho Fernandes, Jonatan Krolikowski, Zied Ben-Houidi, Fuxing Chen, Dario Rossi |
| 2022 | CoNEXT | Network artificial intelligence, fast and slow. | Dario Rossi, Liang Zhang |
| 2022 | HOTNETS | Towards a systematic multi-modal representation learning for network data. | Zied Ben-Houidi, Raphal Azorin, Massimo Gallo, Alessandro Finamore, Dario Rossi |
| 2022 | INFOCOM | Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching. | Alessandro Finamore, James Roberts, Massimo Gallo, Dario Rossi |
| 2022 | KDD | Local Evaluation of Time Series Anomaly Detection Algorithms. | Alexis Huet, Jos Manuel Navarro, Dario Rossi |
| 2021 | CoNEXT | Towards a generic deep learning pipeline for traffic measurements. | Raphal Azorin, Massimo Gallo, Alessandro Finamore, Maurizio Filippone, Pietro Michiardi, Dario Rossi |
| 2021 | CoNEXT | DarkVec: automatic analysis of darknet traffic with word embeddings. | Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben-Houidi, Dario Rossi |
| 2021 | INFOCOM | WiFi Dynoscope: Interpretable Real-Time WLAN Optimization. | Jonatan Krolikowski, Ovidiu Iacoboaiea, Zied Ben-Houidi, Dario Rossi |
| 2021 | Networking | Real-Time Channel Management in WLANs: Deep Reinforcement Learning versus Heuristics. | Ovidiu Iacoboaiea, Jonatan Krolikowski, Zied Ben-Houidi, Dario Rossi |
| 2020 | CNSM | Detecting Degradation of Web Browsing Quality of Experience. | Alexis Huet, Zied Ben-Houidi, Bertrand Mathieu, Dario Rossi |
| 2020 | CNSM | Are you on Mobile or Desktop? On the Impact of End-User Device on Web QoE Inference from Encrypted Traffic. | Sarah Wassermann, Pedro Casas, Zied Ben-Houidi, Alexis Huet, Michael Seufert, Nikolas Wehner, Joshua Schler, Shengming Cai, Hao Shi, Jinchun Xu, Tobias Hofeld, Dario Rossi |
| 2020 | ICDM | Random Histogram Forest for Unsupervised Anomaly Detection. | Andrian Putina, Mauro Sozio, Dario Rossi, Jos Manuel Navarro |
| 2020 | INFOCOM | Opening the Deep Pandora Box: Explainable Traffic Classification. | Cedric Beliard, Alessandro Finamore, Dario Rossi |
| 2020 | INFOCOM | HURRA! Human-Readable Router Anomaly Detection. | Jos Manuel Navarro, Dario Rossi |
| 2020 | INFOCOM | Removing human players from the loop: AI-assisted assessment of Gaming QoE. | German Sviridov, Cedric Beliard, Andrea Bianco, Paolo Giaccone, Dario Rossi |
| 2020 | INFOCOM | Demo abstract: Leveraging AI players for QoE estimation in cloud gaming. | German Sviridov, Cedric Beliard, Gwendal Simon, Andrea Bianco, Paolo Giaccone, Dario Rossi |
| 2020 | Networking | Revealing QoE of Web Users from Encrypted Network Traffic. | Alexis Huet, Antoine Saverimoutou, Zied Ben-Houidi, Hao Shi, Shengming Cai, Jinchun Xu, Bertrand Mathieu, Dario Rossi |
| 2020 | SIGCOMM | Real-time deep learning based traffic analytics. | Massimo Gallo, Alessandro Finamore, Gwendal Simon, Dario Rossi |
| 2019 | INFOCOM | Demo Abstract: Explaining Web users' QoE with Factorization Machines. | Alexis Huet, Dario Rossi |
| 2019 | INFOCOM | Discrete-Time Modeling of NFV Accelerators that Exploit Batched Processing. | Stanislav Lange, Leonardo Linguaglossa, Stefan Geissler, Dario Rossi, Thomas Zinner |
| 2019 | WWW | A Large-scale Study of Wikipedia Users' Quality of Experience. | Flavia Salutari, Diego N. da Hora, Gilles Dubuc, Dario Rossi |
| 2019 | SIGCOMM | Web Quality of Experience from Encrypted Packets. | Alexis Huet, Zied Ben-Houidi, Shengming Cai, Hao Shi, Jinchun Xu, Dario Rossi |
| 2018 | HPSR | Per-Flow Fairness in the Datacenter Network. | YiXi Gong, James Roberts, Dario Rossi |
| 2018 | INFOCOM | Batched packet processing for high-speed software data plane functions. | David Barach, Leonardo Linguaglossa, Damjan Marion, Pierre Pfister, Salvatore Pontarelli, Dario Rossi, Jerome Tollet |
| 2018 | INFOCOM | Unsupervised real-time detection of BGP anomalies leveraging high-rate and fine-grained telemetry data. | Andrian Putina, Steven Barth, Albert Bifet, Drew Pletcher, Cristina Precup, Patrice Nivaggioli, Dario Rossi |
| 2018 | Networking | Controlling Software Router Resource Sharing by Fair Packet Dropping. | Vamsi Addanki, Leonardo Linguaglossa, James Roberts, Dario Rossi |
| 2018 | Networking | Demo: Controlling Software Router Resource Sharing by Fair Packet Dropping. | Vamsi Addanki, Leonardo Linguaglossa, Jim Roberts, Dario Rossi |
| 2018 | NOSSDAV | A simple yet effective network-assisted signal for enhanced DASH quality of experience. | Jacques Samain, Giovanna Carofiglio, Michele Tortelli, Dario Rossi |
| 2018 | PAM | Leveraging Inter-domain Stability for BGP Dynamics Analysis. | Thomas Green, Anthony Lambert, Cristel Pelsser, Dario Rossi |
| 2018 | PAM | Narrowing the Gap Between QoS Metrics and Web QoE Using Above-the-fold Metrics. | Diego Neves da Hora, Alemnew Sheferaw Asrese, Vassilis Christophides, Renata Teixeira, Dario Rossi |
| 2018 | QoMEX | Speed Index: Relating the Industrial Standard for User Perceived Web Performance to web QoE. | Tobias Hofeld, Florian Metzger, Dario Rossi |
| 2018 | SIGCOMM | Fair dropping for multi-resource fairness in software routers Extended Abstract. | Vamsi Addanki, Leonardo Linguaglossa, James Roberts, Dario Rossi |
| 2018 | SIGCOMM | A practical method for measuring Web above-the-fold time. | Diego N. da Hora, Dario Rossi, Vassilis Christophides, Renata Teixeira |
| 2018 | SIGCOMM | Telemetry-based stream-learning of BGP anomalies. | Andrian Putina, Dario Rossi, Albert Bifet, Steven Barth, Drew Pletcher, Cristina Precup, Patrice Nivaggioli |
| 2018 | SIGCOMM | High-speed per-flow software monitoring with limited resources. | Tianzhu Zhang, Leonardo Linguaglossa, Massimo Gallo, Paolo Giaccone, Dario Rossi |
| 2017 | PAM | The Web, the Users, and the MOS: Influence of HTTP/2 on User Experience. | Enrico Bocchi, Luca De Cicco, Marco Mellia, Dario Rossi |
| 2016 | Networking | Representation selection problem: Optimizing video delivery through caching. | Andrea Araldo, Fabio Martignon, Dario Rossi |
| 2016 | SIGCOMM | Measuring the Quality of Experience of Web users. | Enrico Bocchi, Luca De Cicco, Dario Rossi |
| 2015 | CoNEXT | Characterizing IPv4 anycast adoption and deployment. | Danilo Cicalese, Jordan Aug, Diana Joumblatt, Timur Friedman, Dario Rossi |
| 2015 | INFOCOM | Lightweight anycast enumeration and geolocation. | Danilo Cicalese, Jordan Aug, Diana Joumblatt, Dario Rossi, Marc-Olivier Buob, Timur Friedman |
| 2015 | INFOCOM | A fistful of pings: Accurate and lightweight anycast enumeration and geolocation. | Danilo Cicalese, Diana Joumblatt, Dario Rossi, Marc-Olivier Buob, Jordan Aug, Timur Friedman |
| 2015 | IWCMC | Impact of Carrier-Grade NAT on web browsing. | Enrico Bocchi, Ali Safari Khatouni, Stefano Traverso, Alessandro Finamore, Valeria Di Gennaro, Marco Mellia, Maurizio M. Munaf, Dario Rossi |
| 2014 | GLOBECOM | Cost-aware caching: Optimizing cache provisioning and object placement in ICN. | Andrea Araldo, Michele Mangili, Fabio Martignon, Dario Rossi |
| 2014 | INFOCOM | Multi-Terabyte and multi-Gbps information centric routers. | Giuseppe Rossini, Dario Rossi, Michele Garetto, Emilio Leonardi |
| 2014 | IWCMC | A per-application account of bufferbloat: Causes and impact on users. | Andrea Araldo, Dario Rossi |
| 2014 | PAM | Distributed Active Measurement of Internet Queuing Delays. | Pellegrino Casoria, Dario Rossi, Jordan Aug, Marc-Olivier Buob, Timur Friedman, Antonio Pescap |
| 2014 | PAM | Scalable Accurate Consolidation of Passively Measured Statistical Data. | Silvia Colabrese, Dario Rossi, Marco Mellia |
| 2014 | PAM | Violation of Interdomain Routing Assumptions. | Riad Mazloum, Marc-Olivier Buob, Jordan Aug, Bruno Baynat, Dario Rossi, Timur Friedman |
| 2014 | Qshine | Pedestrian crossing: The long and winding road toward fair cross-comparison of ICN quality. | Michele Tortelli, Dario Rossi, Gennaro Boggia, Luigi Alfredo Grieco |
| 2013 | CoNEXT | Dissecting Bufferbloat: measurement and per-application breakdown of queueing delay. | Andrea Giuseppe Araldo, Dario Rossi |
| 2013 | GLOBECOM | Passive bufferbloat measurement exploiting transport layer information. | Chiara Chirichella, Dario Rossi, Claudio Testa, Timur Friedman, Antonio Pescap |
| 2013 | INFOCOM | To the Moon and back: Are Internet bufferbloat delays really that large? | Chiara Chirichella, Dario Rossi |
| 2013 | INFOCOM | To the Moon and back: Are Internet bufferbloat delays really that large? | Chiara Chirichella, Dario Rossi |
| 2013 | INFOCOM | Fighting the bufferbloat: On the coexistence of AQM and low priority congestion control. | YiXi Gong, Dario Rossi, Claudio Testa, Silvio Valenti, M. Dave Taht |
| 2013 | INFOCOM | Fighting the bufferbloat: On the coexistence of AQM and low priority congestion control. | YiXi Gong, Dario Rossi, Claudio Testa, Silvio Valenti, M. Dave Taht |
| 2013 | PAM | Remotely Gauging Upstream Bufferbloat Delays. | Chiara Chirichella, Dario Rossi, Claudio Testa, Timur Friedman, Antonio Pescap |
| 2012 | CoNEXT | Interaction or interference: can AQM and low priority congestion control successfully collaborate? | YiXi Gong, Dario Rossi, Claudio Testa, Silvio Valenti, M. Dave Tht |
| 2012 | IMC | Wire-speed statistical classification of network traffic on commodity hardware. | Pedro M. Santiago del Ro, Dario Rossi, Francesco Gringoli, Lorenzo Nava, Luca Salgarelli, Javier Aracil |
| 2012 | INFOCOM | On sizing CCN content stores by exploiting topological information. | Dario Rossi, Giuseppe Rossini |
| 2011 | IWCMC | Fine-grained behavioral classification in the core: the issue of flow sampling. | Silvio Valenti, Dario Rossi |
| 2010 | GLOBECOM | The Quest for LEDBAT Fairness. | Giovanna Carofiglio, Luca Muscariello, Dario Rossi, Silvio Valenti |
| 2010 | ICCCN | LEDBAT: The New BitTorrent Congestion Control Protocol. | Dario Rossi, Claudio Testa, Silvio Valenti, Luca Muscariello |
| 2010 | IWCMC | Fine-grained traffic classification with netflow data. | Dario Rossi, Silvio Valenti |
| 2010 | LCN | A hands-on assessment of transport protocols with lower than best effort priority. | Giovanna Carofiglio, Luca Muscariello, Dario Rossi, Claudio Testa |
| 2010 | PAM | Yes, We LEDBAT: Playing with the New BitTorrent Congestion Control Algorithm. | Dario Rossi, Claudio Testa, Silvio Valenti |
| 2009 | Networking | KISS: Stochastic Packet Inspection. | Alessandro Finamore, Marco Mellia, Michela Meo, Dario Rossi |
| 2009 | Networking | Accurate, Fine-Grained Classification of P2P-TV Applications by Simply Counting Packets. | Silvio Valenti, Dario Rossi, Michela Meo, Marco Mellia, Paola Bermolen |
| 2008 | INFOCOM | Tracking Down Skype Traffic. | Dario Bonfiglio, Marco Mellia, Michela Meo, Nicolo Ritacca, Dario Rossi |
| 2007 | INFOCOM | Understanding VoIP from Backbone Measurements. | Robert Birke, Marco Mellia, Michele Petracca, Dario Rossi |
| 2007 | SIGCOMM | Revealing skype traffic: when randomness plays with you. | Dario Bonfiglio, Marco Mellia, Michela Meo, Dario Rossi, Paolo Tofanelli |
| 2005 | GLOBECOM | Gambling heuristic on a chord ring. | Dario Rossi, Ion Stoica |
| 2003 | GLOBECOM | User patience and the Web: a hands-on investigation. | Dario Rossi, Marco Mellia, Claudio Casetti |
| 2002 | GLOBECOM | A simulation study of Web traffic over DiffServ networks. | Dario Rossi, Claudio Casetti, Marco Mellia |