| A human mobility data driven hybrid GNN+ RNN based model for epidemic prediction S Mahmud, H Shen, YNZ Foutz, J Anton 2021 IEEE international conference on big data (big data), 857-866, 2021 | 13 | 2021 |
| Catcharger: Deploying in-motion wireless chargers in a metropolitan road network via categorization and clustering of vehicle traffic L Yan, H Shen, J Zhao, C Xu, F Luo, C Qiu, Z Zhang, S Mahmud IEEE Internet of Things Journal 9 (12), 9525-9541, 2021 | 11 | 2021 |
| MobiRescue: Reinforcement learning based rescue team dispatching in a flooding disaster L Yan, S Mahmud, H Shen, NZ Foutz, J Anton 2020 IEEE 40th International Conference on Distributed Computing Systems …, 2020 | 11 | 2020 |
| eMoE: Task-aware Memory Efficient Mixture-of-Experts-Based (MoE) Model Inference S Tairin, S Mahmud, H Shen, A Iyer arXiv preprint arXiv:2503.06823, 2025 | 8 | 2025 |
| MobiAmbulance: Optimal scheduling of emergency vehicles in catastrophic situations L Yan, S Mahmud, H Shen, NZ Foutz, DE Brown, W Yusuf, D Loftis, ... 2019 28th International Conference on Computer Communication and Networks …, 2019 | 7 | 2019 |
| Esep: Data-driven emergency and safe evacuation driving path planning during natural catastrophes S Mahmud, H Shen, YNZ Foutz, J Anton 2022 IEEE International Conference on Big Data (Big Data), 1641-1650, 2022 | 2 | 2022 |
| Reinforcement Learning Based Route And Stop Planning For Autonomous Vehicle Shuttle Service S Mahmud, H Shen, YNZ Foutz, J Anton 2022 IEEE 19th International Conference on Mobile Ad Hoc and Smart Systems …, 2022 | 2 | 2022 |
| MobiRescue: Optimal Dispatching of Rescue Teams under Flooding Disasters L Yan, B Yang, H Shen, S Mahmud, NZ Foutz, J Anton IEEE Transactions on Mobile Computing, 2025 | 1 | 2025 |
| Accurate and Efficient Distributed COVID-19 Spread Prediction based on a Large-Scale Time-Varying People Mobility Graph SS Shubha, S Mahmud, H Shen, GC Fox, M Marathe 2023 IEEE International Parallel and Distributed Processing Symposium (IPDPS …, 2023 | 1 | 2023 |
| Challenges of distributed computing for pandemic spread prediction based on large-scale human interaction data SS Shubha, S Mahmud, H Shen 2021 IEEE 14th International Conference on Cloud Computing (CLOUD), 747-750, 2021 | 1 | 2021 |
| PACER: Accelerating Distributed GNN Training Using Communication-Efficient Partition Refinement and Caching S Mahmud, H Shen, A Iyer In Companion of the 20th International Conference on emerging Networking …, 2024 | | 2024 |
