Abhishek Dubey

Publications

Amutheezan Sivagnanam, Ava Pettet, Hunter Lee, Ayan Mukhopadhyay, Abhishek Dubey, Aron Laszka (2024). Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing. ICML 2024.

PDF Project Project

Jose Paolo Talusan, Chaeeun Han, Ayan Mukhopadhyay, Aron Laszka, Dan Freudberg, Abhishek Dubey (2024). An Online Approach to Solving Public Transit Stationing and Dispatch Problem. ICCPS 2024. Best Paper Award.

PDF Project Project

Chaeeun Han, Jose Paolo Talusan, Dan Freudberg, Ayan Mukhopadhyay, Abhishek Dubey, Aron Laszka (2024). Forecasting and Mitigating Disruptions in Public Bus Transit Services. AAMAS 2024. Acceptance rate: 25%.

PDF Project Project

Salah Uddin Kadir, Subir Majumder, Anurag Srivastava, Ajay Chokra, Himanshu Neema, Abhishek Dubey, Aron Laszka (2024). Reinforcement Learning based Proactive Control for Enabling Power Grid Resilience to Wildfire. IEEE Transactions on Industrial Informatics. Impact Factor: 11.65 (2023).

Michael Wilbur, Afiya Ayman, Amutheezan Sivagnanam, Anna Ouyang, Vincent Poon, Riyan Kabir, Abhiram Vadali, Philip Pugliese, Dan Freudberg, Aron Laszka, Abhishek Dubey (2023). Impact of COVID-19 on Public Transit Accessibility and Ridership. Transportation Research Record.

PDF Project Project

Youngseo Kim, Danushka Edirimanna, Michael Wilbur, Philip Pugliese, Aron Laszka, Abhishek Dubey, Samitha Samaranayake (2023). Rolling Horizon based Temporal Decomposition for the Offline Pickup and Delivery Problem with Time Windows. AAAI 2023. Acceptance rate: 19.6%.

PDF Project Project

Scott Eisele, Michael Wilbur, Taha Eghtesad, Kevin Silvergold, Fred Eisele, Aron Laszka, Abhishek Dubey (2022). Decentralized Computation Market for Stream Processing Applications. IC2E 2022.

Amutheezan Sivagnanam, Salah Uddin Kadir, Ayan Mukhopadhyay, Philip Pugliese, Abhishek Dubey, Samitha Samaranayake, Aron Laszka (2022). Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit. IJCAI 2022. Acceptance rate: 15%.

PDF Project Project

Afiya Ayman, Juan Martinez, Philip Pugliese, Abhishek Dubey, Aron Laszka (2022). Neural Architecture and Feature Search for Predicting the Ridership of Public Transportation Routes. SMARTCOMP 2022.

PDF Project Project Slides

Michael Wilbur, Salah Uddin Kadir, Youngseo Kim, Geoffrey Pettet, Ayan Mukhopadhyay, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Abhishek Dubey (2022). An Online Approach to Solve the Dynamic Vehicle Routing Problem with Stochastic Trip Requests for Paratransit Services. ICCPS 2022.

PDF Project Project

Afiya Ayman, Amutheezan Sivagnanam, Michael Wilbur, Philip Pugliese, Abhishek Dubey, Aron Laszka (2022). Data-Driven Prediction and Optimization of Energy Use for Transit Fleets of Electric and ICE Vehicles. ACM Transactions on Internet Technology.

Michael Wilbur, Ayan Mukhopadhyay, Sayyed Vazirizade, Philip Pugliese, Aron Laszka, Abhishek Dubey (2021). Energy and Emission Prediction for Mixed-Vehicle Transit Fleets Using Multi-Task and Inductive Transfer Learning. ECML PKDD 2021.

PDF Project Project

Ruixiao Sun, Rongze Gui, Himanshu Neema, Yuche Chen, Juliette Ugirumurera, Joseph Severino, Philip Pugliese, Aron Laszka, Abhishek Dubey (2021). Transit-Gym: A Simulation and Evaluation Engine for Analysis of Bus Transit Systems. SMARTCOMP 2021.

PDF Project Project Project

Michael Wilbur, Philip Pugliese, Aron Laszka, Abhishek Dubey (2021). Efficient Data Management for Intelligent Urban Mobility Systems. DI-CPS 2021.

Project Project Project

Yuche Chen, Guoyuan Wu, Ruixiao Sun, Abhishek Dubey, Aron Laszka, Philip Pugliese (2021). A Review and Outlook on Energy Consumption Estimation Models for Electric Vehicles. SAE International Journal of Sustainable Transportation, Energy, Environment, & Policy.

Amutheezan Sivagnanam, Afiya Ayman, Michael Wilbur, Philip Pugliese, Abhishek Dubey, Aron Laszka (2021). Minimizing Energy Use of Mixed-Fleet Public Transit for Fixed-Route Service. AAAI 2021. Acceptance rate: 21%.

Scott Eisele, Taha Eghtesad, Keegan Campanelli, Prakhar Agrawal, Aron Laszka, Abhishek Dubey (2021). Safe and Private Forward-Trading Platform for Transactive Microgrids. ACM Transactions on Cyber-Physical Systems.

Scott Eisele, Carlos Barreto, Abhishek Dubey, Xenofon Koutsoukos, Taha Eghtesad, Aron Laszka, Anastasia Mavridou (2020). Blockchains for Transactive Energy Systems: Opportunities, Challenges, and Approaches. IEEE Computer. Impact Factor: 4.41 (2019).

Afiya Ayman, Michael Wilbur, Amutheezan Sivagnanam, Philip Pugliese, Abhishek Dubey, Aron Laszka (2020). Data-Driven Prediction of Route-Level Energy Use for Mixed-Vehicle Transit Fleets. SMARTCOMP 2020.

PDF Dataset Project

Scott Eisele, Taha Eghtesad, Nicholas Troutman, Aron Laszka, Abhishek Dubey (2020). Mechanisms for Outsourcing Computation via a Decentralized Market. DEBS 2020.

Carlos Barreto, Taha Eghtesad, Scott Eisele, Aron Laszka, Abhishek Dubey, Xenofon Koutsoukos (2020). Cyber-Attacks and Mitigation in Blockchain Based Transactive Energy Systems. ICPS 2020.

Sanchita Basak, Afiya Ayman, Aron Laszka, Abhishek Dubey, Bruno Leao (2019). Data-Driven Detection of Anomalies and Cascading Failures in Traffic Networks. PHM 2019.

Shreyas Ramakrishna, Abhishek Dubey, Matthew P. Burruss, Charles Hartsell, Nagabhushan Mahadevan, Saideep Nannapaneni, Aron Laszka, Gabor Karsai (2019). Augmenting Learning Components for Safety in Resource Constrained Autonomous Robots. ISORC 2019.

Yue Zhang, Scott Eisele, Abhishek Dubey, Aron Laszka, Anurag Srivastava (2019). Cyber-Physical Simulation Platform for Security Assessment of the Transactive Energy Systems. MSCPES 2019.

Anastasia Mavridou, Aron Laszka, Emmanouela Stachtiari, Abhishek Dubey (2019). VeriSolid: Correct-by-Design Smart Contracts for Ethereum. FC 2019. Acceptance rate: 22%.

PDF Dataset Project Slides

Aron Laszka, Scott Eisele, Abhishek Dubey, Gabor Karsai, Karla Kvaternik (2018). TRANSAX: A Blockchain-based Decentralized Forward-Trading Energy Exchange for Transactive Microgrids. ICPADS 2018.

Scott Eisele, Aron Laszka, Anastasia Mavridou, Abhishek Dubey (2018). SolidWorx: A Resilient and Trustworthy Transactive Platform for Smart and Connected Communities. IEEE Blockchain 2018. Acceptance rate: 15.3%.

Jonatan Bergquist, Aron Laszka, Monika Sturm, Abhishek Dubey (2017). On the Design of Communication and Transaction Anonymity in Blockchain-Based Transactive Microgrids. SERIAL 2017.

Michael Walker, Abhishek Dubey, Aron Laszka, Douglas Schmidt (2017). PlaTIBART: A Platform for Transactive IoT Blockchain Applications with Repeatable Testing. M4IoT 2017.

Aron Laszka, Abhishek Dubey, Michael Walker, Douglas Schmidt (2017). Providing Privacy, Safety, and Security in IoT-Based Transactive Energy Systems using Distributed Ledgers. IoT 2017.

Amin Ghafouri, Aron Laszka, Abhishek Dubey, Xenofon Koutsoukos (2017). Optimal Detection of Faulty Traffic Sensors Used in Route Planning. SCOPE 2017.