TNG Group @ Politecnico di Torino
Telecommunication Networks Group @ Politecnico di Torino
TNG Group @ Politecnico di Torino

Luca Vassio

  1. Paoletti, Giordano; Almeida, Jussara M.; Vassio, Luca; Gonçalves, Marcos André; Mellia, Marco, Join the Chat: How Curiosity Sparks Participation in Telegram Groups, in: Titolo volume non avvalorato, 2025, pp. 1493-1509
  2. Galante, Franco; Ravazzi, Chiara; Vassio, Luca; Garetto, Michele; Leonardi, Emilio, Dominance or Fair Play in Social Networks? A Model of Influencer Popularity Dynamics, in: Social Networks Analysis and Mining (ASONAM) 2025 : Proceedings, 2025, pp. 306-321
  3. Zhao, Yuqi; Dettori, Giovanni; Boffa, Matteo; Vassio, Luca; Mellia, Marco, The Sweet Danger of Sugar: Debunking Representation Learning for Encrypted Traffic Classification, in: SIGCOMM '25: Proceedings of the ACM SIGCOMM 2025 Conference, 2025, pp. 296-310
  4. Perlo, Alessandro; Paoletti, Giordano; Jha, Nikhil; Vassio, Luca; MARQUES DE ALMEIDA GONCALVES, Jussara; Mellia, Marco, Topic-wise Exploration of the Telegram Group-verse, in: WWW '25: Companion Proceedings of the ACM on Web Conference 2025, 2025, pp. 1792-1801
  5. Cavallo, Andrea; Gioacchini, Luca; Mellia, Marco; Vassio, Luca, Detecting Edge and Node Anomalies with Temporal GNNs, in: GNNet '24: Proceedings of the 3rd GNNet Workshop on Graph Neural Networking Workshop, 2024, pp. 7-13
  6. Paoletti, Giordano; Gioacchini, Luca; Mellia, Marco; Vassio, Luca; Almeida, Jussara M., Benchmarking Evolutionary Community Detection Algorithms in Dynamic Networks, in: Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2024, 2024,
  7. Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca, Incremental Federated Host Embeddings for Network Telescopes Traffic Analysis, in: International Conference on Distributed Computing Systems Workshops (ICDCSW), 2024, pp. 41-46
  8. Huang, Kai; Gioacchini, Luca; Mellia, Marco; Vassio, Luca, Dynamic Cluster Analysis to Detect and Track Novelty in Network Telescopes, in: 2024 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), 2024, pp. 287-296
  9. Cavallo, Andrea; Grohnfeldt, Claas; Russo, Michele; Lovisotto, Giulio; Vassio, Luca, 2-hop Neighbor Class Similarity (2NCS): A graph structural metric indicative of graph neural network performance, in: 3rd Workshop on Graphs and more Complex structures for Learning and Reasoning (GCLR) at AAAI 2023, 2023,
  10. Gioacchini, Luca; Cavallo, Andrea; Mellia, Marco; Vassio, Luca, Exploring Temporal GNN Embeddings for Darknet Traffic Analysis, in: Proceedings of the 2nd on Graph Neural Networking Workshop 2023, 2023, pp. 31-36
  11. Speciale, A.; Vallero, G.; Vassio, L.; Mellia, M., Recommendation Systems in Libraries: an Application with Heterogeneous Data Sources, in: 7th International workshop on Data Analytics solutions for Real-LIfe APplications, 2023,
  12. Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca; Vassio, Luca; Trevisan, Martino, Transformer-based Prediction of Emotional Reactions to Online Social Network Posts, in: Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis, 2023, pp. 354-364
  13. Caso, Paola; Trevisan, Martino; Vassio, Luca, Disentangling the Information Flood on OSNs: Finding Notable Posts and Topics, in: 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 2022, pp. 1168-1175
  14. Arditti, Laura; Trevisan, Martino; Vassio, Luca; Lazzari, Alberto De; Danese, Alberto, User Value in Modern Payment Platforms: A Graph Approach, in: 2022 IEEE International Conference on Data Mining Workshops (ICDMW), 2022, pp. 71-78
  15. Boffa, Matteo; Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco; Ben Houidi, Zied, Towards NLP-based Processing of Honeypot Logs, in: 2022 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW), 2022, pp. 314-321
  16. Pinna, Maurizio; Vassio, Luca; Giordano, Danilo; Mellia, Marco, Demand Model Generation from Traces: Adaptive KDE Data-Driven Optimization, in: 6th International Conference on Smart Grid and Smart Cities (ICSGSC), 2022, pp. 48-54
  17. Boffa, M.; Vassio, L.; Mellia, M.; Drago, I.; Milan, G.; Houidi, Z. B.; Rossi, D., On using pretext tasks to learn representations from network logs, in: NativeNi '22: Proceedings of the 1st International Workshop on Native Network Intelligence, 2022, pp. 21-26
  18. Bertone, Fabio; Vassio, Luca; Trevisan, Martino, The stock exchange of influencers: a financial approach for studying fanbase variation trends, in: Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2021, pp. 431-435
  19. Vassio, Luca; Garetto, Michele; Chiasserini, Carla Fabiana; Leonardi, Emilio, Temporal Dynamics of Posts and User Engagement of Influencers on Facebook and Instagram, in: Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2021, pp. 129-133
  20. Tolomei, Leonardo; Fiorini, Stefano; Ciociola, Alessandro; Vassio, Luca; Giordano, Danilo; Mellia, Marco, Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach, in: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), 2021, pp. 3170-3175
  21. Gioacchini, Luca; Vassio, Luca; Mellia, Marco; Drago, Idilio; Houidi, Zied Ben; Rossi, Dario, DarkVec: automatic analysis of darknet traffic with word embeddings, in: CoNEXT '21: Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies, 2021, pp. 76-89
  22. Milan, Giulia; Vassio, Luca; Drago, Idilio; Mellia, Marco, RL-IoT: Reinforcement Learning to Interact with IoT Devices, in: Titolo volume non avvalorato, 2021, pp. 1-6
  23. Fassio, Edoardo; Ciociola, Alessandro; Giordano, Danilo; Noussan, Michel; Vassio, Luca; Mellia, Marco, Environmental and Economic Comparison of ICEV and EV in Car Sharing, in: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) ​, 2021, pp. 1621-1626
  24. Mishra, S.; Vassio, L.; Cagliero, L.; Mellia, M.; Baralis, E.; Loti, R.; Salvatori, L., Machine learning supported next-maintenance prediction for industrial vehicles, in: CEUR Workshop Proceedings, 2020,
  25. Jha, Nikhil; Favale, Thomas; Vassio, Luca; Trevisan, Martino; Mellia, Marco, z-anonymity: Zero-Delay Anonymization for Data Streams, in: Proceedings of the 2020 IEEE International Conference on Big Data (Big Data), 2020, pp. 3996-4005
  26. Ciociola, Alessandro; Cocca, Michele; Giordano, Danilo; Vassio, Luca; Mellia, Marco, E-Scooter Sharing: Leveraging Open Data for System Design, in: 2020 IEEE/ACM 24th International Symposium on Distributed Simulation and Real Time Applications (DS-RT), 2020, pp. 1-8
  27. Gomes Ferreira, Carlos Henrique; Murai, Fabricio; Couto da Silva, Ana Paula; de Almeida, Jussara Marques; Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco, Unveiling Community Dynamics on Instagram Political Network, in: 12th ACM Conference on Web Science, 2020, pp. 231-240
  28. Barulli, Michelangelo; Ciociola, Alessandro; Cocca, Michele; Vassio, Luca; Giordano, Danilo; Mellia, Marco, On Scalability of Electric Car Sharing in Smart Cities, in: 2020 IEEE International Smart Cities Conference (ISC2), 2020, pp. 1-8
  29. Ciociola, Alessandro; Markudova, Dena; Vassio, Luca; Giordano, Danilo; Mellia, Marco; Meo, Michela, Impact of Charging Infrastructure and Policies on Electric Car Sharing Systems, in: 2020 IEEE 23rd International Conference on Intelligent Transportation Systems (ITSC), 2020, pp. 1-6
  30. Vassio, Luca, Human Behaviour on the Web: Evolution, Interactions and Exploitation, in: International Workshop on Social Media World Sensors, 2019, pp. 3-4
  31. Vassio, L; Mellia, M, Data Analysis and Modelling of Users' Behavior on the Web, in: IFIP/IEEE Symposium on Integrated Network and Service Management, 2019, pp. 665-670
  32. Zargarian, Golnaz; Vassio, L; Munafo, Maurizio; Mellia, M, Mining Patterns in Mobile Network Logs, in: IFIP/IEEE Symposium on Integrated Network and Service Management, 2019, pp. 1-6
  33. Morichetta, Andrea; Trevisan, Martino; Vassio, Luca, Characterizing Web Pornography Consumption from Passive Measurements, in: Lecture Notes in Computer Science, 2019, pp. 304-316
  34. Markudova, D.; Baralis, E.; Cagliero, L.; Mellia, M.; Vassio, L.; Amparore, E.; Loti, R.; Salvatori, L., Heterogeneous industrial vehicle usage predictions: A real case, in: CEUR Workshop Proceedings, 2019, pp. 1-6
  35. Trevisan, Martino; Vassio, Luca; Drago, Idilio; Mellia, Marco; MURAI FERREIRA, Fabricio; DINIZ DE FIGUEIREDO, FLAVIO VINICIUS; Couto da Silva, Ana Paula; Almeida, Jussara M., Towards Understanding Political Interactions on Instagram, in: Proceedings of the 30th ACM Conference on Hypertext and Social Media, 2019, pp. 247-251
  36. Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing, in: 21st International Conference on Intelligent Transportation Systems (ITSC), 2018, pp. 2490-2495
  37. Cocca, Michele; Giordano, Danilo; Mellia, Marco; Vassio, Luca, Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning, in: 2018 IEEE International Conference on Smart Computing (SMARTCOMP), 2018, pp. 171-178
  38. Vassio, Luca; Mellia, Marco; Figueiredo, Flavio; Couto da Silva, Ana Paula; Almeida, Jussara M., Mining and modeling web trajectories from passive traces, in: 2017 IEEE International Conference on Big Data (BIGDATA), 2017, pp. 4016-4021
  39. Vassio, Luca; Giordano, Danilo; Trevisan, Martino; Mellia, Marco; Couto da Silva, Ana Paula, Users’ Fingerprinting Techniques from TCP Traffic, in: Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks, 2017,
  40. Ampellio, Enrico; Vassio, Luca, A hybrid ABC for expensive optimizations: CEC 2016 competition benchmark, in: 2016 IEEE Congress on Evolutionary Computation (CEC), 2016, pp. 1157-1164
  41. Vassio, Luca; Drago, Idilio; Mellia, Marco, Detecting user actions from HTTP traces: Toward an automatic approach, in: Wireless Communications and Mobile Computing Conference (IWCMC), 2016 International, 2016, pp. 50-55
  42. Francesco, Bertini; Lorenzo, Dal Mas; Vassio, Luca; Ampellio, Enrico, Multidiscipinary Optimization For Gas Turbines Design, in: Italian Association of Aeronautics and Astronautics XXII Conference, 2014,
  43. Vassio, Luca; Fagnani, Fabio; Frasca, Paolo; Ozdaglar, Asuman, A message passing algorithm for the evaluation of social influence, in: 2014 European Control Conference, ECC 2014, 2014, pp. 190-195