Ayan Mukhopadhyay
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
22
Venues
13
Active years
2020–2026
Best venue rank
A*
Where they publish
Papers
22 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | SmartComp | Dynamic Pickup-and-Delivery Routing with Early-Arrival Waiting Limits and Station Relocation. | Agrima Khanna, Sophie Pavia, Fangqi Liu, Ayan Mukhopadhyay, Abhishek Dubey |
| 2025 | ICAPS | Observation Adaptation via Annealed Importance Resampling for Partially Observable Markov Decision Processes. | Yunuo Zhang, Baiting Luo, Ayan Mukhopadhyay, Abhishek Dubey |
| 2025 | ICDCN | PDPTW-DB: MILP-Based Offline Route Planning for PDPTW with Driver Breaks. | Agrima Khanna, Fangqi Liu, Samir Gupta, Sophie Pavia, Ayan Mukhopadhyay, Abhishek Dubey |
| 2025 | ICLR | Scalable Decision-Making in Stochastic Environments through Learned Temporal Abstraction. | Baiting Luo, Ava Pettet, Aron Laszka, Abhishek Dubey, Ayan Mukhopadhyay |
| 2025 | SmartComp | TRACE: Traffic Response Anomaly Capture Engine for Localization of Traffic Incidents. | Ammar Bin Zulqarnain, Jacob Buckelew, Jose Paolo Talusan, Ayan Mukhopadhyay, Abhishek Dubey |
| 2024 | AAAI | 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 |
| 2024 | ECAI | Enabling MCTS Explainability for Sequential Planning Through Computation Tree Logic. | Ziyan An, Hendrik Baier, Abhishek Dubey, Ayan Mukhopadhyay, Meiyi Ma |
| 2024 | ICML | Multi-Agent Reinforcement Learning with Hierarchical Coordination for Emergency Responder Stationing. | Amutheezan Sivagnanam, Ava Pettet, Hunter Lee, Ayan Mukhopadhyay, Abhishek Dubey, Aron Laszka |
| 2024 | IJCAI | 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 |
| 2024 | IJCAI | 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 |
| 2024 | SmartComp | 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 |
| 2024 | SmartComp | 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 |
| 2023 | KDD | KDD 2023 International Workshop on Data Science for Social Good (DSSG-23). | Amulya Yadav, Aparna Taneja, Ayan Mukhopadhyay, Serina Chang |
| 2023 | SmartComp | Synchrophasor Data Event Detection using Unsupervised Wavelet Convolutional Autoencoders. | Jacob Buckelew, Sagnik Basumallik, Vasavi Sivaramakrishnan, Ayan Mukhopadhyay, Anurag K. Srivastava, Abhishek Dubey |
| 2023 | SmartComp | 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 |
| 2022 | IC2E | Decentralized Computation Market for Stream Processing Applications. | Scott Eisele, Michael Wilbur, Taha Eghtesad, Kevin Silvergold, Fred Eisele, Ayan Mukhopadhyay, Aron Laszka, Abhishek Dubey |
| 2022 | IJCAI | 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 |
| 2022 | IJCAI | 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 |
| 2021 | ICDE | Experimental Study of Big Raster and Vector Database Systems. | Samriddhi Singla, Ahmed Eldawy, Tina Diao, Ayan Mukhopadhyay, Elia Scudiero |
| 2021 | ICDM | 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 |
| 2021 | SmartComp | 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 |
| 2020 | UAI | Robust Spatial-Temporal Incident Prediction. | Ayan Mukhopadhyay, Kai Wang, Andrew Perrault, Mykel J. Kochenderfer, Milind Tambe, Yevgeniy Vorobeychik |