Ayan Mukhopadhyay

According to our database, Ayan Mukhopadhyay authored at least 53 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

PDPTW-DB: MILP-Based Offline Route Planning for PDPTW with Driver Breaks.

Agrima Khanna, Fangqi Liu, Samir Gupta, Sophie Pavia, Ayan Mukhopadhyay, Abhishek Dubey

Proceedings of the 26th International Conference on Distributed Computing and Networking, 2025

2024

Designing a Human-centered AI Tool for Proactive Incident Detection Using Crowdsourced Data Sources to Support Emergency Response.

Yasas Senarath, Ayan Mukhopadhyay, Hemant Purohit, Abhishek Dubey

Digit. Gov. Res. Pract., March, 2024

OPTIMUS: Discrete Event Simulator for Vehicle-to-Building Charging Optimization.

Jose Paolo Talusan, Rishav Sen, Ava Pettet, Aaron Kandel, Yoshinori Suzue, Liam Pedersen, Ayan Mukhopadhyay, Abhishek Dubey

Proceedings of the IEEE International Conference on Smart Computing, 2024

A Graph Neural Network Framework for Imbalanced Bus Ridership Forecasting.

Samir Gupta, Agrima Khanna, Jose Paolo Talusan, Anwar Said, Daniel Freudberg, Ayan Mukhopadhyay, Abhishek Dubey

Proceedings of the IEEE International Conference on Smart Computing, 2024

Deploying Mobility-On-Demand for All by Optimizing Paratransit Services.

Sophie Pavia, David Rogers, Amutheezan Sivagnanam, Michael Wilbur, Danushka Edirimanna, Youngseo Kim, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Ayan Mukhopadhyay, Abhishek Dubey

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

SmartTransit.AI: A Dynamic Paratransit and Microtransit Application.

Sophie Pavia, David Rogers, Amutheezan Sivagnanam, Michael Wilbur, Danushka Edirimanna, Youngseo Kim, Ayan Mukhopadhyay, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Abhishek Dubey

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing.

Amutheezan Sivagnanam, Ava Pettet, Hunter Lee, Ayan Mukhopadhyay, Abhishek Dubey, Aron Laszka

Proceedings of the Forty-first International Conference on Machine Learning, 2024

An Online Approach to Solving Public Transit Stationing and Dispatch Problem.

Jose Paolo Talusan, Chaeeun Han, Ayan Mukhopadhyay, Aron Laszka, Daniel Freudberg, Abhishek Dubey

Proceedings of the 15th ACM/IEEE International Conference on Cyber-Physical Systems, 2024

Shrinking POMCP: A Framework for Real-Time UAV Search and Rescue.

Yunuo Zhang, Baiting Luo, Ayan Mukhopadhyay, Dániel Stojcsics, Daniel Elenius, Anirban Roy, Susmit Jha, Miklos Maroti, Xenofon D. Koutsoukos, Gabor Karsai, Abhishek Dubey

Proceedings of the International Conference on Assured Autonomy, 2024

Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic.

Ziyan An, Hendrik Baier, Abhishek Dubey, Ayan Mukhopadhyay, Meiyi Ma

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

Decision Making in Non-Stationary Environments with Policy-Augmented Search.

Ava Pettet, Yunuo Zhang, Baiting Luo, Kyle Hollins Wray, Hendrik Baier, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Act as You Learn: Adaptive Decision-Making in Non-Stationary Markov Decision Processes.

Baiting Luo, Yunuo Zhang, Abhishek Dubey, Ayan Mukhopadhyay

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Forecasting and Mitigating Disruptions in Public Bus Transit Services.

Chaeeun Han, Jose Paolo Talusan, Daniel Freudberg, Ayan Mukhopadhyay, Abhishek Dubey, Aron Laszka

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

Deploying ADVISER: Impact and Lessons from Using Artificial Intelligence for Child Vaccination Uptake in Nigeria.

Opadele Kehinde, Ruth Abdul, Bose Afolabi, Parminder Vir, Corinne Namblard, Ayan Mukhopadhyay, Abiodun Adereni

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Task Grouping for Automated Multi-Task Machine Learning via Task Affinity Prediction.

Afiya Ayman, Ayan Mukhopadhyay, Aron Laszka

CoRR, 2023

Artificial Intelligence for Emergency Response.

Ayan Mukhopadhyay

CoRR, 2023

Addressing APC Data Sparsity in Predicting Occupancy and Delay of Transit Buses: A Multitask Learning Approach.

Ammar Bin Zulqarnain, Samir Gupta, Jose Paolo Talusan, Daniel Freudberg, Philip Pugliese, Ayan Mukhopadhyay, Abhishek Dubey

Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

Synchrophasor Data Event Detection using Unsupervised Wavelet Convolutional Autoencoders.

Jacob Buckelew, Sagnik Basumallik, Vasavi Sivaramakrishnan, Ayan Mukhopadhyay, Anurag K. Srivastava, Abhishek Dubey

Proceedings of the 2023 IEEE International Conference on Smart Computing, 2023

KDD 2023 International Workshop on Data Science for Social Good (DSSG-23).

Amulya Yadav, Aparna Taneja, Ayan Mukhopadhyay, Serina Chang

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Fairguard: Harness Logic-based Fairness Rules in Smart Cities.

Yiqi Zhao, Ziyan An, Xuqing Gao, Ayan Mukhopadhyay, Meiyi Ma

Proceedings of the 8th ACM/IEEE Conference on Internet of Things Design and Implementation, 2023

Dynamic Simplex: Balancing Safety and Performance in Autonomous Cyber Physical Systems.

Baiting Luo, Shreyas Ramakrishna, Ava Pettet, Christopher B. Kuhn, Gabor Karsai, Ayan Mukhopadhyay

Proceedings of the ACM/IEEE 14th International Conference on Cyber-Physical Systems, 2023

2022

Hierarchical Planning for Dynamic Resource Allocation in Smart and Connected Communities.

Geoffrey Pettet, Ayan Mukhopadhyay, Mykel J. Kochenderfer, Abhishek Dubey

ACM Trans. Cyber Phys. Syst., 2022

Designing Equitable Transit Networks.

Sophie Pavia, Juan Carlos Martínez Mori, Aryaman Sharma, Philip Pugliese, Abhishek Dubey, Samitha Samaranayake, Ayan Mukhopadhyay

CoRR, 2022

Generative Anomaly Detection for Time Series Datasets.

Zhuangwei Kang, Ayan Mukhopadhyay, Aniruddha Gokhale, Shi-Jie Wen, Abhishek Dubey

CoRR, 2022

Decision Making in Non-Stationary Environments with Policy-Augmented Monte Carlo Tree Search.

Geoffrey Pettet, Ayan Mukhopadhyay, Abhishek Dubey

CoRR, 2022

Designing Decision Support Systems for Emergency Response: Challenges and Opportunities.

Geoffrey Pettet, Hunter Baxter, Sayyed Mohsen Vazirizade, Hemant Purohit, Meiyi Ma, Ayan Mukhopadhyay, Abhishek Dubey

CoRR, 2022

Traffic Anomaly Detection Via Conditional Normalizing Flow.

Zhuangwei Kang, Ayan Mukhopadhyay, Aniruddha Gokhale, Shi-Jie Wen, Abhishek Dubey

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2022

Offline Vehicle Routing Problem with Online Bookings: A Novel Problem Formulation with Applications to Paratransit.

Amutheezan Sivagnanam, Salah Uddin Kadir, Ayan Mukhopadhyay, Philip Pugliese, Abhishek Dubey, Samitha Samaranayake, Aron Laszka

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria.

Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corinne Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

An Online Approach to Solve the Dynamic Vehicle Routing Problem with Stochastic Trip Requests for Paratransit Services.

Michael Wilbur, Salah Uddin Kadir, Youngseo Kim, Geoffrey Pettet, Ayan Mukhopadhyay, Philip Pugliese, Samitha Samaranayake, Aron Laszka, Abhishek Dubey

Proceedings of the 13th ACM/IEEE International Conference on Cyber-Physical Systems, 2022

Decentralized Computation Market for Stream Processing Applications.

Scott Eisele, Michael Wilbur, Taha Eghtesad, Kevin Silvergold, Fred Eisele, Ayan Mukhopadhyay, Aron Laszka, Abhishek Dubey

Proceedings of the IEEE International Conference on Cloud Engineering, 2022

On Designing Day Ahead and Same Day Ridership Level Prediction Models for City-Scale Transit Networks Using Noisy APC Data.

Jose Paolo Talusan, Ayan Mukhopadhyay, Daniel Freudberg, Abhishek Dubey

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response Systems.

Sayyed Mohsen Vazirizade, Ayan Mukhopadhyay, Geoffrey Pettet, Said El Said, Hiba Baroud, Abhishek Dubey

CoRR, 2021

Learning Incident Prediction Models Over Large Geographical Areas for Emergency Response.

Sayyed Mohsen Vazirizade, Ayan Mukhopadhyay, Geoffrey Pettet, Said El Said, Hiba Baroud, Abhishek Dubey

Proceedings of the IEEE International Conference on Smart Computing, 2021

Energy and Emission Prediction for Mixed-Vehicle Transit Fleets Using Multi-task and Inductive Transfer Learning.

Michael Wilbur, Ayan Mukhopadhyay, Sayyed Vazirizade, Philip Pugliese, Aron Laszka, Abhishek Dubey

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2021

WildfireDB: An Open-Source Dataset Connecting Wildfire Occurrence with Relevant Determinants.

Samriddhi Singla, Ayan Mukhopadhyay, Michael Wilbur, Tina Diao, Vinayak Gajjewar, Ahmed Eldawy, Mykel J. Kochenderfer, Ross D. Shachter, Abhishek Dubey

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

Practitioner-Centric Approach for Early Incident Detection Using Crowdsourced Data for Emergency Services.

Yasas Senarath, Ayan Mukhopadhyay, Sayyed Mohsen Vazirizade, Hemant Purohit, Saideep Nannapaneni, Abhishek Dubey

Proceedings of the IEEE International Conference on Data Mining, 2021

Experimental Study of Big Raster and Vector Database Systems.

Samriddhi Singla, Ahmed Eldawy, Tina Diao, Ayan Mukhopadhyay, Elia Scudiero

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Hierarchical planning for resource allocation in emergency response systems.

Geoffrey Pettet, Ayan Mukhopadhyay, Mykel J. Kochenderfer, Abhishek Dubey

Proceedings of the ICCPS '21: ACM/IEEE 12th International Conference on Cyber-Physical Systems, 2021

The Raptor Join Operator for Processing Big Raster + Vector Data.

Samriddhi Singla, Ahmed Eldawy, Tina Diao, Ayan Mukhopadhyay, Elia Scudiero

Proceedings of the SIGSPATIAL '21: 29th International Conference on Advances in Geographic Information Systems, 2021

2020

A Review of Emergency Incident Prediction, Resource Allocation and Dispatch Models.

Ayan Mukhopadhyay, Geoffrey Pettet, Sayyed Vazirizade, Yevgeniy Vorobeychik, Mykel J. Kochenderfer, Abhishek Dubey

CoRR, 2020

Robust Spatial-Temporal Incident Prediction.

Ayan Mukhopadhyay, Kai Wang, Andrew Perrault, Mykel J. Kochenderfer, Milind Tambe, Yevgeniy Vorobeychik

Proceedings of the Thirty-Sixth Conference on Uncertainty in Artificial Intelligence, 2020

On Algorithmic Decision Procedures in Emergency Response Systems in Smart and Connected Communities.

Geoffrey Pettet, Ayan Mukhopadhyay, Mykel J. Kochenderfer, Yevgeniy Vorobeychik, Abhishek Dubey

Proceedings of the 19th International Conference on Autonomous Agents and Multiagent Systems, 2020

Designing Emergency Response Pipelines : Lessons and Challenges.

Ayan Mukhopadhyay, Geoffrey Pettet, Mykel J. Kochenderfer, Abhishek Dubey

Proceedings of the AAAI Fall Symposium on AI for Social Good, 2020

Uncertainty Aware Wildfire Management.

Tina Diao, Samriddhi Singla, Ayan Mukhopadhyay, Ahmed Eldawy, Ross D. Shachter, Mykel J. Kochenderfer

Proceedings of the AAAI Fall Symposium on AI for Social Good, 2020

2019

Robust Incident Prediction, Resource Allocation and Dynamic Dispatch.

Ayan Mukhopadhyay

PhD thesis, 2019

Incident management and analysis dashboard for fire departments: ICCPS demo.

Geoffrey Pettet, Ayan Mukhopadhyay, Chinmaya Samal, Abhishek Dubey, Yevgeniy Vorobeychik

Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems, 2019

An online decision-theoretic pipeline for responder dispatch.

Ayan Mukhopadhyay, Geoffrey Pettet, Chinmaya Samal, Abhishek Dubey, Yevgeniy Vorobeychik

Proceedings of the 10th ACM/IEEE International Conference on Cyber-Physical Systems, 2019

2018

A Decision Theoretic Framework for Emergency Responder Dispatch.

Ayan Mukhopadhyay, Zilin Wang, Yevgeniy Vorobeychik

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

Incident Prediction and Response Optimization.

Ayan Mukhopadhyay

Proceedings of the 17th International Conference on Autonomous Agents and MultiAgent Systems, 2018

2017

Prioritized Allocation of Emergency Responders based on a Continuous-Time Incident Prediction Model.

Ayan Mukhopadhyay, Yevgeniy Vorobeychik, Abhishek Dubey, Gautam Biswas

Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016

Optimal Allocation of Police Patrol Resources Using a Continuous-Time Crime Model.

Ayan Mukhopadhyay, Chao Zhang, Yevgeniy Vorobeychik, Milind Tambe, Kenneth Pence, Paul Speer

Proceedings of the Decision and Game Theory for Security - 7th International Conference, 2016

Using Abstractions to Solve Opportunistic Crime Security Games at Scale.

Chao Zhang, Victor Bucarey, Ayan Mukhopadhyay, Arunesh Sinha, Yundi Qian, Yevgeniy Vorobeychik, Milind Tambe

Proceedings of the 2016 International Conference on Autonomous Agents & Multiagent Systems, 2016