Ilias Leontiadis

91 papers A* 11A 14B 1C 1Misc 5Journal 42Unranked 15

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	Balanced Accuracy: The Right Metric for Evaluating LLM Judges - Explained through Youden's J statistic. EACL (Industry Track) Stephane Collot, Colin Fraser, Justin Zhao, William F. Shen, Timon Willi, Ilias Leontiadis
2026	J	`jnl`	Rethinking Rubric Generation for Improving LLM Judge and Reward Modeling for Open-ended Tasks. CoRR William F. Shen, Xinchi Qiu, Chenxi Whitehouse, Lisa Alazraki, Shashwat Goel, Francesco Barbieri, Timon Willi, Akhil Mathur, Ilias Leontiadis
2025	J	`jnl`	Balanced Accuracy: The Right Metric for Evaluating LLM Judges - Explained through Youden's J statistic. CoRR Stephane Collot, Colin Fraser, Justin Zhao, William F. Shen, Timon Willi, Ilias Leontiadis
2025	J	`jnl`	Training AI Co-Scientists Using Rubric Rewards. CoRR Shashwat Goel, Rishi Hazra, Dulhan Jayalath, Timon Willi, Parag Jain, William F. Shen, Ilias Leontiadis, Francesco Barbieri, Yoram Bachrach, Jonas Geiping, Chenxi Whitehouse
2024	—	`conf`	GPU-based Private Information Retrieval for On-Device Machine Learning Inference. ASPLOS (1) Maximilian Lam, Jeff Johnson, Wenjie Xiong, Kiwan Maeng, Udit Gupta, Yang Li, Liangzhen Lai, Ilias Leontiadis, Minsoo Rhu, Hsien-Hsin S. Lee, Vijay Janapa Reddi, Gu-Yeon Wei, David Brooks, G. Edward Suh
2023	J	`jnl`	EXACT: Extensive Attack for Split Learning. CoRR Xinchi Qiu, Ilias Leontiadis, Luca Melis, Alexandre Sablayrolles, Pierre Stock
2023	J	`jnl`	Federated Ensemble Learning: Increasing the Capacity of Label Private Recommendation Systems. IEEE Data Eng. Bull. Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu
2023	J	`jnl`	GPU-based Private Information Retrieval for On-Device Machine Learning Inference. CoRR Maximilian Lam, Jeff Johnson, Wenjie Xiong, Kiwan Maeng, Udit Gupta, Yang Li, Liangzhen Lai, Ilias Leontiadis, Minsoo Rhu, Hsien-Hsin S. Lee, Vijay Janapa Reddi, Gu-Yeon Wei, David Brooks, G. Edward Suh
2022	J	`jnl`	DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device. ACM Trans. Embed. Comput. Syst. Mário Almeida, Stefanos Laskaridis, Stylianos I. Venieris, Ilias Leontiadis, Nicholas D. Lane
2022	J	`jnl`	FEL: High Capacity Learning for Recommendation and Ranking via Federated Ensemble Learning. CoRR Meisam Hejazinia, Dzmitry Huba, Ilias Leontiadis, Kiwan Maeng, Mani Malek, Luca Melis, Ilya Mironov, Milad Nasr, Kaikai Wang, Carole-Jean Wu
2021	J	`jnl`	DynO: Dynamic Onloading of Deep Neural Networks from Cloud to Device. CoRR Mário Almeida, Stefanos Laskaridis, Stylianos I. Venieris, Ilias Leontiadis, Nicholas D. Lane
2021	A*	`conf`	FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout. NeurIPS Samuel Horváth, Stefanos Laskaridis, Mário Almeida, Ilias Leontiadis, Stylianos I. Venieris, Nicholas D. Lane
2021	J	`jnl`	FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout. CoRR Samuel Horváth, Stefanos Laskaridis, Mário Almeida, Ilias Leontiadis, Stylianos I. Venieris, Nicholas D. Lane
2021	—	`conf`	How to Reach Real-Time AI on Consumer Devices? Solutions for Programmable and Custom Architectures. ASAP Stylianos I. Venieris, Ioannis Panopoulos, Ilias Leontiadis, Iakovos S. Venieris
2021	J	`jnl`	How to Reach Real-Time AI on Consumer Devices? Solutions for Programmable and Custom Architectures. CoRR Stylianos I. Venieris, Ioannis Panopoulos, Ilias Leontiadis, Iakovos S. Venieris
2021	Misc	`conf`	It's always personal: Using Early Exits for Efficient On-Device CNN Personalisation. HotMobile Ilias Leontiadis, Stefanos Laskaridis, Stylianos I. Venieris, Nicholas D. Lane
2021	J	`jnl`	It's always personal: Using Early Exits for Efficient On-Device CNN Personalisation. CoRR Ilias Leontiadis, Stefanos Laskaridis, Stylianos I. Venieris, Nicholas D. Lane
2021	J	`jnl`	Smart at what cost? Characterising Mobile Deep Neural Networks in the wild. CoRR Mário Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D. Lane
2021	A	`conf`	Smart at what cost?: characterising mobile deep neural networks in the wild. Internet Measurement Conference Mário Almeida, Stefanos Laskaridis, Abhinav Mehrotra, Lukasz Dudziak, Ilias Leontiadis, Nicholas D. Lane
2020	—	`conf`	A Retrospective Analysis of User Exposure to (Illicit) Cryptocurrency Mining on the Web. TMA Ralph Holz, Diego Perino, Matteo Varvello, Johanna Amann, Andrea Continella, Nate Evans, Ilias Leontiadis, Christopher Natoli, Quirin Scheitle
2020	J	`jnl`	A Retrospective Analysis of User Exposure to (Illicit) Cryptocurrency Mining on the Web. CoRR Ralph Holz, Diego Perino, Matteo Varvello, Johanna Amann, Andrea Continella, Nate Evans, Ilias Leontiadis, Christopher Natoli, Quirin Scheitle
2020	Misc	`conf`	A Self-Attentive Emotion Recognition Network. ICASSP Harris Partaourides, Kostantinos Papadamou, Nicolas Kourtellis, Ilias Leontiadis, Sotirios Chatzis
2020	J	`jnl`	DarkneTZ: Towards Model Privacy at the Edge using Trusted Execution Environments. CoRR Fan Mo, Ali Shahin Shamsabadi, Kleomenis Katevas, Soteris Demetriou, Ilias Leontiadis, Andrea Cavallaro, Hamed Haddadi
2020	A	`conf`	DarkneTZ: towards model privacy at the edge using trusted execution environments. MobiSys Fan Mo, Ali Shahin Shamsabadi, Kleomenis Katevas, Soteris Demetriou, Ilias Leontiadis, Andrea Cavallaro, Hamed Haddadi
2020	A	`conf`	Disturbed YouTube for Kids: Characterizing and Detecting Inappropriate Videos Targeting Young Children. ICWSM Kostantinos Papadamou, Antonis Papasavva, Savvas Zannettou, Jeremy Blackburn, Nicolas Kourtellis, Ilias Leontiadis, Gianluca Stringhini, Michael Sirivianos
2020	A*	`conf`	Experience: advanced network operations in (Un)-connected remote communities. MobiCom Diego Perino, Xiaoyuan Yang, Joan Serrà, Andra Lutu, Ilias Leontiadis
2020	J	`jnl`	SPINN: Synergistic Progressive Inference of Neural Networks over Device and Cloud. CoRR Stefanos Laskaridis, Stylianos I. Venieris, Mário Almeida, Ilias Leontiadis, Nicholas D. Lane
2020	A*	`conf`	SPINN: synergistic progressive inference of neural networks over device and cloud. MobiCom Stefanos Laskaridis, Stylianos I. Venieris, Mário Almeida, Ilias Leontiadis, Nicholas D. Lane
2019	J	`jnl`	"You Know What to Do": Proactive Detection of YouTube Videos Targeted by Coordinated Hate Attacks. Proc. ACM Hum. Comput. Interact. Enrico Mariconti, Guillermo Suarez-Tangil, Jeremy Blackburn, Emiliano De Cristofaro, Nicolas Kourtellis, Ilias Leontiadis, Jordi Luque Serrano, Gianluca Stringhini
2019	—	`conf`	A Reality Check on Inference at Mobile Networks Edge. EdgeSys@EuroSys Alejandro Cartas, Martin Kocour, Aravindh Raman, Ilias Leontiadis, Jordi Luque, Nishanth Sastry, José Núñez-Martínez, Diego Perino, Carlos Segura
2019	J	`jnl`	A Self-Attentive Emotion Recognition Network. CoRR Harris Partaourides, Kostantinos Papadamou, Nicolas Kourtellis, Ilias Leontiadis, Sotirios Chatzis
2019	—	`conf`	A Unified Deep Learning Architecture for Abuse Detection. WebSci Antigoni-Maria Founta, Despoina Chatzakou, Nicolas Kourtellis, Jeremy Blackburn, Athena Vakali, Ilias Leontiadis
2019	J	`jnl`	Detecting Cyberbullying and Cyberaggression in Social Media. CoRR Despoina Chatzakou, Ilias Leontiadis, Jeremy Blackburn, Emiliano De Cristofaro, Gianluca Stringhini, Athena Vakali, Nicolas Kourtellis
2019	J	`jnl`	Detecting Cyberbullying and Cyberaggression in Social Media. ACM Trans. Web Despoina Chatzakou, Ilias Leontiadis, Jeremy Blackburn, Emiliano De Cristofaro, Gianluca Stringhini, Athena Vakali, Nicolas Kourtellis
2019	J	`jnl`	Disturbed YouTube for Kids: Characterizing and Detecting Disturbing Content on YouTube. CoRR Kostantinos Papadamou, Antonis Papasavva, Savvas Zannettou, Jeremy Blackburn, Nicolas Kourtellis, Ilias Leontiadis, Gianluca Stringhini, Michael Sirivianos
2019	J	`jnl`	EmBench: Quantifying Performance Variations of Deep Neural Networks across Modern Commodity Devices. CoRR Mário Almeida, Stefanos Laskaridis, Ilias Leontiadis, Stylianos I. Venieris, Nicholas D. Lane
2019	—	`conf`	Finding Dory in the Crowd: Detecting Social Interactions using Multi-Modal Mobile Sensing. SenSys-ML Kleomenis Katevas, Katrin Hänsel, Richard G. Clegg, Ilias Leontiadis, Hamed Haddadi, Laurissa N. Tokarchuk
2019	—	`conf`	Learning from Industrial Ixperimental Research. WiNTECH Ilias Leontiadis, Diego Perino
2019	J	`jnl`	Learning to Listen... On-Device: Present and future perspectives of on-device ASR. GetMobile Mob. Comput. Commun. Ravichander Vipperla, Samin Ishtiaq, Rui Li, Sourav Bhattacharya, Ilias Leontiadis, Nicholas D. Lane
2018	J	`jnl`	"You Know What to Do": Proactive Detection of YouTube Videos Targeted by Coordinated Hate Attacks. CoRR Enrico Mariconti, Guillermo Suarez-Tangil, Jeremy Blackburn, Emiliano De Cristofaro, Nicolas Kourtellis, Ilias Leontiadis, Jordi Luque Serrano, Gianluca Stringhini
2018	A	`conf`	A First Look at SIM-Enabled Wearables in the Wild. Internet Measurement Conference Harini Kolamunna, Ilias Leontiadis, Diego Perino, Suranga Seneviratne, Kanchana Thilakarathna, Aruna Seneviratne
2018	J	`jnl`	A Unified Deep Learning Architecture for Abuse Detection. CoRR Antigoni-Maria Founta, Despoina Chatzakou, Nicolas Kourtellis, Jeremy Blackburn, Athena Vakali, Ilias Leontiadis
2018	A*	`conf`	CHIMP: Crowdsourcing Human Inputs for Mobile Phones. WWW Mário Almeida, Muhammad Bilal, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Matteo Varvello, Jeremy Blackburn
2018	J	`jnl`	Finding Dory in the Crowd: Detecting Social Interactions using Multi-Modal Mobile Sensing. CoRR Kleomenis Katevas, Katrin Hänsel, Richard G. Clegg, Ilias Leontiadis, Hamed Haddadi, Laurissa N. Tokarchuk
2018	J	`jnl`	LOBO - Evaluation of Generalization Deficiencies in Twitter Bot Classifiers. CoRR Juan Echeverría, Emiliano De Cristofaro, Nicolas Kourtellis, Ilias Leontiadis, Gianluca Stringhini, Shi Zhou
2018	A	`conf`	LOBO: Evaluation of Generalization Deficiencies in Twitter Bot Classifiers. ACSAC Juan Echeverría, Emiliano De Cristofaro, Nicolas Kourtellis, Ilias Leontiadis, Gianluca Stringhini, Shi Zhou
2018	A	`conf`	Large Scale Crowdsourcing and Characterization of Twitter Abusive Behavior. ICWSM Antigoni-Maria Founta, Constantinos Djouvas, Despoina Chatzakou, Ilias Leontiadis, Jeremy Blackburn, Gianluca Stringhini, Athena Vakali, Michael Sirivianos, Nicolas Kourtellis
2018	J	`jnl`	Large Scale Crowdsourcing and Characterization of Twitter Abusive Behavior. CoRR Antigoni-Maria Founta, Constantinos Djouvas, Despoina Chatzakou, Ilias Leontiadis, Jeremy Blackburn, Gianluca Stringhini, Athena Vakali, Michael Sirivianos, Nicolas Kourtellis
2018	—	`conf`	There goes Wally: Anonymously sharing your location gives you away. IEEE BigData Apostolos Pyrgelis, Nicolas Kourtellis, Ilias Leontiadis, Joan Serrà, Claudio Soriente
2018	J	`jnl`	There goes Wally: Anonymously sharing your location gives you away. CoRR Apostolos Pyrgelis, Nicolas Kourtellis, Ilias Leontiadis, Joan Serrà, Claudio Soriente
2017	—	`conf`	Class-based Prediction Errors to Detect Hate Speech with Out-of-vocabulary Words. ALW@ACL Joan Serrà, Ilias Leontiadis, Dimitris Spathis, Gianluca Stringhini, Jeremy Blackburn, Athena Vakali
2017	J	`jnl`	Continual Prediction of Notification Attendance with Classical and Deep Network Approaches. CoRR Kleomenis Katevas, Ilias Leontiadis, Martin Pielot, Joan Serrà
2017	—	`conf`	Detecting network performance anomalies with contextual anomaly detection. M&N Giorgos Dimopoulos, Pere Barlet-Ros, Constantine Dovrolis, Ilias Leontiadis
2017	A*	`conf`	Hot or Not? Forecasting Cellular Network Hot Spots Using Sector Performance Indicators. ICDE Joan Serrà, Ilias Leontiadis, Alexandros Karatzoglou, Konstantina Papagiannaki
2017	J	`jnl`	Hot or not? Forecasting cellular network hot spots using sector performance indicators. CoRR Joan Serrà, Ilias Leontiadis, Alexandros Karatzoglou, Konstantina Papagiannaki
2017	A	`conf`	Kek, Cucks, and God Emperor Trump: A Measurement Study of 4chan's Politically Incorrect Forum and Its Effects on the Web. ICWSM Gabriel Emile Hine, Jeremiah Onaolapo, Emiliano De Cristofaro, Nicolas Kourtellis, Ilias Leontiadis, Riginos Samaras, Gianluca Stringhini, Jeremy Blackburn
2017	—	`conf`	Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions. EMDL@MobiSys Kleomenis Katevas, Ilias Leontiadis, Martin Pielot, Joan Serrà
2017	J	`jnl`	Practical Processing of Mobile Sensor Data for Continual Deep Learning Predictions. CoRR Kleomenis Katevas, Ilias Leontiadis, Martin Pielot, Joan Serrà
2017	A*	`conf`	The Good, the Bad, and the KPIs: How to Combine Performance Metrics to Better Capture Underperforming Sectors in Mobile Networks. ICDE Ilias Leontiadis, Joan Serrà, Alessandro Finamore, Giorgos Dimopoulos, Konstantina Papagiannaki
2017	J	`jnl`	The Web Centipede: Understanding How Web Communities Influence Each Other Through the Lens of Mainstream and Alternative News Sources. CoRR Savvas Zannettou, Tristan Caulfield, Emiliano De Cristofaro, Nicolas Kourtellis, Ilias Leontiadis, Michael Sirivianos, Gianluca Stringhini, Jeremy Blackburn
2017	A	`conf`	The web centipede: understanding how web communities influence each other through the lens of mainstream and alternative news sources. Internet Measurement Conference Savvas Zannettou, Tristan Caulfield, Emiliano De Cristofaro, Nicolas Kourtellis, Ilias Leontiadis, Michael Sirivianos, Gianluca Stringhini, Jeremy Blackburn
2016	J	`jnl`	A Longitudinal Measurement Study of 4chan's Politically Incorrect Forum and its Effect on the Web. CoRR Gabriel Emile Hine, Jeremiah Onaolapo, Emiliano De Cristofaro, Nicolas Kourtellis, Ilias Leontiadis, Riginos Samaras, Gianluca Stringhini, Jeremy Blackburn
2016	A	`conf`	Measuring Video QoE from Encrypted Traffic. Internet Measurement Conference Giorgos Dimopoulos, Ilias Leontiadis, Pere Barlet-Ros, Konstantina Papagiannaki
2015	A	`conf`	Identifying the root cause of video streaming issues on mobile devices. CoNEXT Giorgos Dimopoulos, Ilias Leontiadis, Pere Barlet-Ros, Konstantina Papagiannaki, Peter Steenkiste
2015	A*	`conf`	Multi-Context TLS (mcTLS): Enabling Secure In-Network Functionality in TLS. SIGCOMM David Naylor, Kyle Schomp, Matteo Varvello, Ilias Leontiadis, Jeremy Blackburn, Diego R. López, Konstantina Papagiannaki, Pablo Rodríguez Rodríguez, Peter Steenkiste
2014	A	`conf`	From Cells to Streets: Estimating Mobile Paths with Cellular-Side Data. CoNEXT Ilias Leontiadis, Antonio Lima, Haewoon Kwak, Rade Stanojevic, David Wetherall, Konstantina Papagiannaki
2014	J	`jnl`	Smartphone sensing offloading for efficiently supporting social sensing applications. Pervasive Mob. Comput. Kiran K. Rachuri, Christos Efstratiou, Ilias Leontiadis, Cecilia Mascolo, Peter J. Rentfrow
2014	A	`conf`	The Cost of the "S" in HTTPS. CoNEXT David Naylor, Alessandro Finamore, Ilias Leontiadis, Yan Grunenberger, Marco Mellia, Maurizio M. Munafò, Konstantina Papagiannaki, Peter Steenkiste
2014	J	`jnl`	The architecture of innovation: Tracking face-to-face interactions with ubicomp technologies. CoRR Chloë Brown, Christos Efstratiou, Ilias Leontiadis, Daniele Quercia, Cecilia Mascolo, James Scott, Peter B. Key
2014	Misc	`conf`	The architecture of innovation: tracking face-to-face interactions with ubicomp technologies. UbiComp Chloë Brown, Christos Efstratiou, Ilias Leontiadis, Daniele Quercia, Cecilia Mascolo, James Scott, Peter B. Key
2014	A	`conf`	Tracking serendipitous interactions: how individual cultures shape the office. CSCW Chloë Brown, Christos Efstratiou, Ilias Leontiadis, Daniele Quercia, Cecilia Mascolo
2014	J	`jnl`	mPlane: an intelligent measurement plane for the internet. IEEE Commun. Mag. Brian Trammell, Pedro Casas, Dario Rossi, Arian Bär, Zied Ben-Houidi, Ilias Leontiadis, Tivadar Szemethy, Marco Mellia
2013	—	`ch.`	Application Scenarios. Mobile Ad Hoc Networking Ilias Leontiadis, Ettore Ferranti, Cecilia Mascolo, Liam McNamara, Bence Pásztor, Niki Trigoni, Sonia Waharte
2013	J	`jnl`	Applications of Temporal Graph Metrics to Real-World Networks CoRR John Kit Tang, Ilias Leontiadis, Salvatore Scellato, Vincenzo Nicosia, Cecilia Mascolo, Mirco Musolesi, Vito Latora
2013	J	`jnl`	Evaluating Temporal Robustness of Mobile Networks. IEEE Trans. Mob. Comput. Salvatore Scellato, Ilias Leontiadis, Cecilia Mascolo, Prithwish Basu, Murtaza Zafer
2013	A*	`conf`	METIS: Exploring mobile phone sensing offloading for efficiently supporting social sensing applications. PerCom Kiran K. Rachuri, Christos Efstratiou, Ilias Leontiadis, Cecilia Mascolo, Peter J. Rentfrow
2013	J	`jnl`	Tracking Serendipitous Interactions: How Individual Cultures Shape the Office. CoRR Chloë Brown, Christos Efstratiou, Ilias Leontiadis, Daniele Quercia, Cecilia Mascolo
2012	Misc	`conf`	Don't kill my ads!: balancing privacy in an ad-supported mobile application market. HotMobile Ilias Leontiadis, Christos Efstratiou, Marco Picone, Cecilia Mascolo
2012	B	`conf`	SenShare: Transforming Sensor Networks into Multi-application Sensing Infrastructures. EWSN Ilias Leontiadis, Christos Efstratiou, Cecilia Mascolo, Jon Crowcroft
2012	—	`conf`	Sense and Sensibility in a Pervasive World. Pervasive Christos Efstratiou, Ilias Leontiadis, Marco Picone, Kiran K. Rachuri, Cecilia Mascolo, Jon Crowcroft
2011	J	`jnl`	On the Effectiveness of an Opportunistic Traffic Management System for Vehicular Networks. IEEE Trans. Intell. Transp. Syst. Ilias Leontiadis, Gustavo Marfia, David Mack, Giovanni Pau, Cecilia Mascolo, Mario Gerla
2011	A	`conf`	SpotME If You Can: Randomized Responses for Location Obfuscation on Mobile Phones. ICDCS Daniele Quercia, Ilias Leontiadis, Liam McNamara, Cecilia Mascolo, Jon Crowcroft
2011	A*	`conf`	Understanding robustness of mobile networks through temporal network measures. INFOCOM Salvatore Scellato, Ilias Leontiadis, Cecilia Mascolo, Prithwish Basu, Murtaza Zafer
2010	—	`—`	A content dissemination framework for vehicular networking. Ilias Leontiadis
2010	Misc	`conf`	A shared sensor network infrastructure. SenSys Christos Efstratiou, Ilias Leontiadis, Cecilia Mascolo, Jon Crowcroft
2010	A*	`conf`	Extending Access Point Connectivity through Opportunistic Routing in Vehicular Networks. INFOCOM Ilias Leontiadis, Paolo Costa, Cecilia Mascolo
2009	J	`jnl`	A hybrid approach for content-based publish/subscribe in vehicular networks. Pervasive Mob. Comput. Ilias Leontiadis, Paolo Costa, Cecilia Mascolo
2009	A*	`conf`	Persistent Content-based Information Dissemination in Hybrid Vehicular Networks. PerCom Ilias Leontiadis, Paolo Costa, Cecilia Mascolo
2007	C	`conf`	GeOpps: Geographical Opportunistic Routing for Vehicular Networks. WOWMOM Ilias Leontiadis, Cecilia Mascolo
2007	—	`conf`	Opportunistic spatio-temporal dissemination system for vehicular networks. MobiOpp@MobiSys Ilias Leontiadis, Cecilia Mascolo
2007	—	`conf`	Publish/subscribe notification middleware for vehicular networks. Middleware (Doctoral Symposium) Ilias Leontiadis