Publications

Recommended citation: Sivagnanam, A., Mukhopadhyay, A., Samaranayake, S., Dubey, A., & Laszka, A. (2026). Dynamic Vehicle Routing Problem with Prompt Confirmation of Advance Requests. Accepted to be presented in Proceedings of the 17th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS 2026)

@inproceedings{sivagnanam2026dynamic,
  author    = {Sivagnanam, A. and Mukhopadhyay, A. and Samaranayake, S. and Dubey, A. and Laszka, A.},
  title     = {Dynamic Vehicle Routing Problem with Prompt Confirmation of Advance Requests},
  booktitle = {Proceedings of the 17th ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS 2026)},
  year      = {2026}
}

Recommended citation: Sivagnanam, A., Pettet, A., Lee, H., Mukhopadhyay, A., Dubey, A., & Laszka, A. (2024). Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing. In Proceedings of the 41 st International Conference on Machine Learning, (ICML 2024)

@inproceedings{sivagnanam2024multiagent,
  author    = {Sivagnanam, A. and Pettet, A. and Lee, H. and Mukhopadhyay, A. and Dubey, A. and Laszka, A.},
  title     = {Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing},
  booktitle = {Proceedings of the 41st International Conference on Machine Learning},
  year      = {2024}
}

Recommended citation: Atefi, S., Sivagnanam, A., Ayman, A., Grossklags, J., & Laszka, A. (2023, May). The Benefits of Vulnerability Discovery and Bug Bounty Programs: Case Studies of Chromium and Firefox. In Proceedings of the ACM Web Conference, (pp 2209–2219), ACM

@inproceedings{atefi2023benefits,
  author    = {Atefi, S. and Sivagnanam, A. and Ayman, A. and Grossklags, J. and Laszka, A.},
  title     = {The Benefits of Vulnerability Discovery and Bug Bounty Programs: Case Studies of Chromium and Firefox},
  booktitle = {Proceedings of the ACM Web Conference},
  pages     = {2209--2219},
  year      = {2023},
  publisher = {ACM}
}

Recommended citation: Sivagnanam, A., Kadir, SU., Mukhopadhyay, A., Pugliese, P., Dubey, A., Samaranayake, S., & Laszka, A. (2022, July) Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit. In Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence (pp. 3933-3939)

@inproceedings{sivagnanam2022offline,
  author    = {Sivagnanam, A. and Kadir, S. U. and Mukhopadhyay, A. and Pugliese, P. and Dubey, A. and Samaranayake, S. and Laszka, A.},
  title     = {Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit},
  booktitle = {Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence},
  pages     = {3933--3939},
  year      = {2022}
}

Recommended citation: Ayman, A., Sivagnanam, A., Wilbur, M., Pugliese, P., Dubey, A., & Laszka, A. (2021). Data-driven prediction and optimization of energy use for transit fleets of electric and ICE vehicles. ACM Transactions on Internet Technology (TOIT), 22(1), 1-29

@article{ayman2021datadriven,
  author  = {Ayman, A. and Sivagnanam, A. and Wilbur, M. and Pugliese, P. and Dubey, A. and Laszka, A.},
  title   = {Data-Driven Prediction and Optimization of Energy Use for Transit Fleets of Electric and ICE Vehicles},
  journal = {ACM Transactions on Internet Technology (TOIT)},
  volume  = {22},
  number  = {1},
  pages   = {1--29},
  year    = {2021}
}

Recommended citation: Sivagnanam, A., Ayman, A., Wilbur, M., Pugliese, P., Dubey, A., & Laszka, A. (2021, May). Minimizing energy use of mixed-fleet public transit for fixed-route service. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 35, No. 17, pp. 14930-14938)

@inproceedings{sivagnanam2021minimizing,
  author    = {Sivagnanam, A. and Ayman, A. and Wilbur, M. and Pugliese, P. and Dubey, A. and Laszka, A.},
  title     = {Minimizing Energy Use of Mixed-Fleet Public Transit for Fixed-Route Service},
  booktitle = {Proceedings of the AAAI Conference on Artificial Intelligence},
  volume    = {35},
  number    = {17},
  pages     = {14930--14938},
  year      = {2021}
}