Journal Papers

  1. Masaaki Miyashita, Norihiko Shinomiya, Daisuke Kasamatsu, and Genya Ishigaki,
    Maximizing External Action with Information Provision over Multiple Rounds in Online Social Networks,
    IEICE Transactions on Information and Systems, E106-D (5), 847-855, May, 2023.
    https://doi.org/10.1587/transinf.2022DAP0007

  2. Huy Nguyen, Fabio Di Troia, Genya Ishigaki, and Mark Stamp,
    Generative adversarial networks and image-based malware classification,
    Journal of Computer Virology and Hacking Techniques, (), , 2023, DOI: 10.1007/s11416-023-00465-2.
    https://doi.org/10.1007/s11416-023-00465-2

  3. Riti Gour, Genya Ishigaki, Jian Kong, and Jason P. Jue,
    Availability-guaranteed slice composition for service function chains in 5G transport networks,
    IEEE/OSA Journal of Optical Communications and Networking, 13 (3), 14-24, 2021.
    https://doi.org/10.1364/JOCN.403721

  4. Genya Ishigaki, Siddartha Devic, Riti Gour, and Jason P. Jue,
    DeepPR: Progressive Recovery for Interdependent VNFs With Deep Reinforcement Learning,
    IEEE Journal on Selected Areas in Communications, 38 (10), 2386-2399, 2020.
    https://doi.org/10.1109/JSAC.2020.3000402
    https://arxiv.org/abs/1904.11533 (Preprint)

  5. Ashkan Yousefpour, Ashish Patil, Genya Ishigaki, Inwoong Kim, Xi Wang, Hakki C. Cankaya, Qiong Zhang, Weisheng Xie, and Jason P. Jue,
    FOGPLAN: A Lightweight QoS-Aware Dynamic Fog Service Provisioning Framework,
    IEEE Internet of Things Journal, 6 (3), 5080-5096, 2019.
    https://doi.org/10.1109/JIOT.2019.2896311
    https://arxiv.org/abs/1802.00800 (Preprint)

  6. Genya Ishigaki, Riti Gour, and Jason P. Jue,
    Improving the Survivability of Clustered Interdependent Networks by Restructuring Dependencies,
    IEEE Transactions on Communications, 67 (4), 2837-2848, 2019.
    https://doi.org/10.1109/TCOMM.2018.2889983
    https://arxiv.org/abs/1903.01583 (Preprint)

  7. Ashkan Yousefpour, Genya Ishigaki, Riti Gour, and Jason P. Jue,
    On Reducing IoT Service Delay via Fog Offloading,
    IEEE Internet of Things Journal, 5 (2), 998-1010, 2018.
    https://doi.org/10.1109/JIOT.2017.2788802
    https://arxiv.org/abs/1804.07376 (Preprint)

  8. Riti Gour, Jian Kong, Genya Ishigaki, Ashkan Yousefpour, Sangjin Hong, and Jason P. Jue,
    Finding survivable routes in multi-domain optical networks with geographically correlated failures,
    IEEE/OSA Journal of Optical Communications and Networking, 10 (8), 39-49, 2018.
    https://doi.org/10.1364/JOCN.10.000C39

 

Conference Papers

  1. Mohammad Adil Ansari, Genya Ishigaki, and William Andreopoulos,
    Fine-Tuning Large Language Models for Environmental Health and Safety Applications,
    2024 International Conference on Transdisciplinary AI (TransAI), 1-8, 2024 [Accepted].

  2. Nitin Datta Movva and Genya Ishigaki,
    Neural Network-based Blocking Prediction for Dynamic Network Slicing,
    2024 33rd International Conference on Computer Communications and Networks (ICCCN) - BDMLN, 1-6, 2024.
    https://doi.org/10.1109/ICCCN61486.2024.10637642

  3. Austin Chen and Genya Ishigaki,
    Scaling Container Caching to Larger Networks with Multi-Agent Reinforcement Learning,
    2024 33rd International Conference on Computer Communications and Networks (ICCCN) - BDMLN, 1-5, 2024.
    https://doi.org/10.1109/ICCCN61486.2024.10637588

  4. Ankith Indra Kumar and Genya Ishigaki,
    Advanced DDoS Attack Classification using Ensemble Model with Meta-Learner,
    2024 33rd International Conference on Computer Communications and Networks (ICCCN), 1-2 (Poster Paper), 2024.
    https://doi.org/10.1109/ICCCN61486.2024.10637575

  5. K. Prakash and G. Ishigaki,
    Reinforcement Learning with Neural Network-based Deterministic Game Tree Approximation,
    2023 IEEE Ninth International Conference on Big Data Computing Service and Applications (BigDataService), 181-185, 2023.
    https://doi.org/10.1109/BigDataService58306.2023.00039

  6. Zhouxiang Wu, Genya Ishigaki, Riti Gour, Feng Mi, Congzhou Li, Subhash Talluri, and Jason P. Jue,
    Reinforcement Learning-based Multi-domain Network Slice Provisioning,
    ICC 2023 - IEEE International Conference on Communications, 1899-1904, 2023.
    https://doi.org/10.1109/ICC45041.2023.10278745

  7. Divyashree Jayaram, Saad Jeelani, and Genya Ishigaki,
    Container Caching Optimization based on Explainable Deep Reinforcement Learning,
    GLOBECOM 2023 - 2023 IEEE Global Communications Conference, 7127-7132, 2023.
    https://doi.org/10.1109/GLOBECOM54140.2023.10437757

  8. Zhouxiang Wu, Genya Ishigaki, Riti Gour, Congzhou Li, and Jason P. Jue,
    Reinforcement Learning-Based Network Slice Resource Allocation for Federated Learning Applications,
    GLOBECOM 2022 - 2022 IEEE Global Communications Conference, 3647-3652, 2022.
    https://doi.org/10.1109/GLOBECOM48099.2022.10001715

  9. Riti Gour, Varin Sikand, Joseph Chang, Zhouxiang Wu, Genya Ishigaki, and Jason P. Jue,
    Traffic-Weighted Availability-Guaranteed Network Slice Composition with VNF Replications,
    ICC 2022 - IEEE International Conference on Communications, 2278-2283, 2022.
    https://doi.org/10.1109/ICC45855.2022.9839242

  10. Genya Ishigaki, Siddartha Devic, Riti Gour, and Jason P. Jue,
    Dynamic Bandwidth Allocation for PON Slicing with Performance-Guaranteed Online Convex Optimization,
    2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021.
    https://doi.org/10.1109/GLOBECOM46510.2021.9685834
    https://arxiv.org/abs/2201.07363 (Preprint)

  11. Zhouxiang Wu, Genya Ishigaki, Riti Gour, and Jason P. Jue,
    A Reinforcement Learning-Based Admission Control Strategy for Elastic Network Slices,
    2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021.
    https://doi.org/10.1109/GLOBECOM46510.2021.9685178

  12. Riti Gour, Genya Ishigak, Jian Kong, and Jason P. Jue,
    Localization of Probabilistic Correlated Failures in Virtual Network Infrastructures using Bayesian Networks,
    2020 Optical Fiber Communications Conference and Exhibition (OFC), 1-3, 2020.
    https://doi.org/10.1364/OFC.2020.Th1F.4

  13. Genya Ishigaki, Siddartha Devic, Riti Gour, and Jason P. Jue,
    DeepPR: Incremental Recovery for Interdependent VNFs with Deep Reinforcement Learning,
    2019 IEEE Global Communications Conference (GLOBECOM), 1-6, 2019.
    https://doi.org/10.1109/GLOBECOM38437.2019.9013358

  14. Hideo Kobayashi, Genya Ishigaki, Riti Gour, Jason P. Jue, and Norihiko Shinomiya,
    Embedding Chains of Virtual Network Functions in Inter-Datacenter Networks,
    2018 International Conference on Computing, Networking and Communications (ICNC), 724-728, 2018.
    https://doi.org/10.1109/ICCNC.2018.8390413

  15. Genya Ishigaki, Riti Gour, and Jason P. Jue,
    Improving the Survivability of Interdependent Networks by Restructuring Dependencies,
    2018 IEEE International Conference on Communications (ICC), 1-6, 2018.
    https://doi.org/10.1109/ICC.2018.8422614

  16. Ashkan Yousefpour, Genya Ishigaki, and Jason P. Jue,
    Fog Computing: Towards Minimizing Delay in the Internet of Things,
    2017 IEEE International Conference on Edge Computing (EDGE), 17-24, 2017.
    https://doi.org/10.1109/IEEE.EDGE.2017.12

  17. Genya Ishigaki, Riti Gour, Ashkan Yousefpour, Norihiko Shinomiya, and Jason P. Jue,
    Cluster Leader Election Problem for Distributed Controller Placement in SDN,
    GLOBECOM 2017 - 2017 IEEE Global Communications Conference, 1-6, 2017.
    https://doi.org/10.1109/GLOCOM.2017.8254748

  18. Riti Gour, Jian Kong, Genya Ishigaki, Ashkan Yousefpour, Sangjin Hong, and Jason P. Jue,
    Survivable Routing in Multi-Domain Optical Networks with Geographically Correlated Failures,
    GLOBECOM 2017 - 2017 IEEE Global Communications Conference, 1-6, 2017.
    https://doi.org/10.1109/GLOCOM.2017.8254775

  19. Hideki Shindo, Hideo Kobayashi, Genya Ishigaki, and Norihiko Shinomiya,
    Multi-leader Election in a Clustered Graph for Distributed Network Control,
    2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA), 342-346, 2017.
    https://doi.org/10.1109/AINA.2017.142

  20. Genya Ishigaki and Norihiko Shinomiya,
    On composing a resilient tree in a network with intermittent links based on stress centrality,
    2016 IEEE Symposium on Computers and Communication (ISCC), 892-894, 2016.
    https://doi.org/10.1109/ISCC.2016.7543849

  21. Genya Ishigaki and Norihiko Shinomiya,
    Controller placement algorithm to alleviate burdens on communication nodes,
    2016 International Conference on Computing, Networking and Communications (ICNC), 1-5, 2016.
    https://doi.org/10.1109/ICCNC.2016.7440618

  22. Genya Ishigaki and Norihiko Shinomiya,
    Distributed network flow optimization algorithm with tie-set control based on coloring for SDN,
    2015 International Conference on Computing, Networking and Communications (ICNC), 260-264, 2015.
    https://doi.org/10.1109/ICCNC.2015.7069351

  23. Genya Ishigaki, Masao Yoshida, and Norihiko Shinomiya,
    On maximizing tree reliability based on minimum diameter spanning tree,
    2014 IEEE Asia Pacific Conference on Circuits and Systems (APCCAS), 603-606, 2014.
    https://doi.org/10.1109/APCCAS.2014.7032853