Ayan Mukhopadhyay

Publications

Afiya Ayman, Ayan Mukhopadhyay, Aron Laszka (2026). Ensemble Prediction of Task Affinity for Efficient Multi-Task Learning. ICLR 2026.

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Jose Paolo Talusan, Chaeeun Han, David Rogers, Ayan Mukhopadhyay, Aron Laszka, Dan Freudberg, Abhishek Dubey (2025). An End-to-End Solution for Public Transit Stationing and Dispatch Problem. ACM Transactions on Cyber-Physical Systems.

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Baiting Luo, Ava Pettet, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay (2025). Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction. ICLR 2025. Spotlight (top 5.1% of submitted papers).

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Rishav Sen, Amutheezan Sivagnanam, Aron Laszka, Ayan Mukhopadhyay, Abhishek Dubey (2024). Grid-Aware Charging and Operational Optimization for Mixed-Fleet Public Transit. ITSC 2024.

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Sophie Pavia, David Rogers, Amutheezan Sivagnanam, Michael Wilbur, Danushka Edirimanna, Youngseo Kim, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Ayan Mukhopadhyay, Abhishek Dubey (2024). Deploying Mobility-On-Demand for All by Optimizing Paratransit Services. IJCAI 2024. Acceptance rate: 20%.

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Sophie Pavia, David Rogers, Amutheezan Sivagnanam, Michael Wilbur, Danushka Edirimanna, Youngseo Kim, Ayan Mukhopadhyay, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Abhishek Dubey (2024). SmartTransit.AI: A Dynamic Paratransit and Microtransit Application. IJCAI Demos 2024.

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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.

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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. Acceptance rate: 23%.

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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%.

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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: 14.9%.

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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.

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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.

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