Research activity

4 PhD students (Supervision / Co-supervision)

• ARHACHOUI Nouamane : Mitigation strategies against Fake News diffusion in online social platforms
• FITTIPALDI Paolo : Dynamic routing through quantum repeaters
• LOPEZ DAWN Ricardo : Stochastic Modelling and Data Analysis of Dynamic Post Diffusion in Online Social Platforms
• PAPANASTASIOU Effrosyni : Temporal Prediction and Control of User Behaviour in a Social Platform

2016-2022 Publications

• 2022
  • A. Ramos Vela, J. Lutzeyer, A. Giovanidis, M. Vazirgiannis : “Improving Graph Neural Networks at Scale: Combining Approximate PageRank and CoreRank”, New Frontiers in Graph Learning (GLFrontiers) NeurIPS Workshop 2022, New Orleans, United States (2022)
  • N. Arhachoui, E. Bautista, M. Danisch, A. Giovanidis : “A Fast Algorithm for Ranking Users by their Influence in Online Social Platforms”, Proc. of the 2022 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, Istanbul, Turkey (2022)
  • A. Vendeville, A. Giovanidis, E. Papanastasiou, B. Guedj : “Opening up echo chambers via optimal content recommendation”, Proc. of the 11^th International Conference on Complex Networks and their Applications, Palermo, Italy (2022)
  • R. López‑Dawn, A. Giovanidis : “Optimal Influencer Marketing Campaign under Budget Constraints using Frank-Wolfe”, (2022)
  • P. Fittipaldi, A. Giovanidis, F. Grosshans : “A Linear Algebraic Framework for Quantum Internet Dynamic Scheduling”, IEEE International Conference on Quantum Computing and Engineering (QCE22), Broomfield, CO, United States (2022)
  • A. Giovanidis : “SlateFree: a Model-Free Decomposition for Reinforcement Learning with Slate Actions”, (2022)
  • Th. Giannakas, A. Giovanidis, Th. Spyropoulos : “MDP-based Network Friendly Recommendations”, ACM Transactions on Modeling and Performance Evaluation of Computing Systems, (ACM) (2022)
• 2021
  • R. López‑Dawn, A. Giovanidis : “Social Influencer Selection by Budgeted Portfolio Optimization”, 19^th International Symposium on Modeling and Optimization in Mobile, Ad hoc, and Wireless Networks (WiOpt) 2021, Philadelphia, United States, pp. 1-8 (2021)
  • E. Papanastasiou, A. Giovanidis : “Bayesian Inference of a Social Graph with Trace Feasibility Guarantees”, Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM) 2021, The Hague (virtual), Netherlands, pp. 317-324, (ACM) (2021)
  • A. Giovanidis, B. Baynat, C. Magnien, A. Vendeville : “Ranking Online Social Users by their Influence”, IEEE/ACM Transactions on Networking, (IEEE/ACM) (2021)
  • Th. Giannakas, P. Sermpezis, A. Giovanidis, Th. Spyropoulos, G. Arvanitakis : “Fairness in Network-Friendly Recommendations”, IEEE International Symposium on a World of Wireless, Mobile and Multimedia Networks (WoWMoM), Pisa (virtual), Italy, pp. 71-80 (2021)
  • L. Chen, A. Giovanidis, W. Wang, L. Shan : “Sequential Resource Access: Theory and Algorithm”, IEEE International Conference on Computer Communications (INFOCOM 2021), Vancouver (virtual), Canada (2021)
  • H. Djeddal, L. Touzari, A. Giovanidis, Ch. Phung, S. Secci : “Hyperbolic K-means for traffic-aware clustering in cloud and virtualized RANs”, Computer Communications, vol. 176, pp. 258-271, (Elsevier) (2021)
  • Th. Giannakas, A. Giovanidis, Th. Spyropoulos : “SOBA: Session optimal MDP-based network friendly recommendations”, IEEE International Conference on Computer Communications (INFOCOM), Vancouver, Canada (2021)
  • A. Giovanidis, B. Błaszczyszyn : “Randomised Geographic Caching and its Applications in Wireless Networks”, chapter in Edge Caching for Mobile Networks, pp. 371-404, (The Institution of Engineering and Technology), (ISBN: 978-1-83953-122-4) (2021)
• 2019
  • A. Giovanidis, B. Baynat, A. Vendeville : “Performance Analysis of Online Social Platforms”, IEEE International Conference on Computer Communications (INFOCOM) 2019, PARIS, France (2019)
• 2018
  • Ch. Jarray, A. Giovanidis : “Successful File Transmission in mobile D2D Networks with Caches”, Computer Networks, (Elsevier) (2018)
  • J. Krolikowski, A. Giovanidis, M. Di Renzo : “A Decomposition Framework for Optimal Edge-Cache Leasing”, IEEE Journal on Selected Areas in Communications, vol. 1, Special Issue on Caching for Communication Systems and Networks., pp. 1-1, (Institute of Electrical and Electronics Engineers) (2018)
  • J. Krolikowski, A. Giovanidis, M. Di Renzo : “Optimal Cache Leasing from a Mobile Network Operator to a Content Provider”, IEEE INFOCOM 2018 - IEEE Conference on Computer Communications, Honolulu, United States (2018)
• 2017
  • L. Alvarez‑Corrales, A. Giovanidis, Ph. MARTINS, L. Decreusefond : “Wireless Node Cooperation with Resource Availability Constraints”, Proceedings of the 15^th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, Telecom ParisTech, Paris, France, 15^th - 19^th May, 2017, Paris, France (2017)
  • J. Krolikowski, A. Giovanidis, M. Di Renzo : “Fair distributed user-traffic association in cache equipped cellular networks”, Proceedings of 15^th International Symposium on Modeling and Optimization in Mobile, Ad Hoc, and Wireless Networks, Telecom ParisTech, Paris, France, 15^th - 19^th May, 2017, Paris, France (2017)
• 2016
  • A. Giovanidis, A. Avranas : “Spatial multi-LRU: Distributed Caching for Wireless Networks with Coverage Overlaps”, (2016)
  • L. Alvarez Corrales, A. Giovanidis, Ph. MARTINS, L. Decreusefond : “Analysis of Static Cellular Cooperation between Mutually Nearest Neighboring Nodes”, (2016)