| Quantifying the spatial homogeneity of urban road networks via graph neural networks J Xue, N Jiang, S Liang, Q Pang, T Yabe, SV Ukkusuri, J Ma Nature Machine Intelligence 4 (3), 246-257, 2022 | 108 | 2022 |
| Designing pricing and compensation schemes by integrating matching and routing models for crowd-shipping systems TV Le, SV Ukkusuri, J Xue, T Van Woensel Transportation Research Part E: Logistics and Transportation Review 149, 102209, 2021 | 90 | 2021 |
| Impact of transportation network companies on urban congestion: Evidence from large-scale trajectory data X Qian, T Lei, J Xue, Z Lei, SV Ukkusuri Sustainable Cities and Society 55, 102053, 2020 | 81 | 2020 |
| Network macroscopic fundamental diagram-informed graph learning for traffic state imputation J Xue, E Ka, Y Feng, SV Ukkusuri Transportation Research Part B: Methodological 189, 102996, 2024 | 30 | 2024 |
| Online eco-routing for electric vehicles using combinatorial multi-armed bandit with estimated covariance X Chen, J Xue, Z Lei, X Qian, SV Ukkusuri Transportation Research Part D: Transport and Environment 111, 103447, 2022 | 22 | 2022 |
| Multiwave COVID-19 Prediction from Social Awareness Using Web Search and Mobility Data J Xue, T Yabe, K Tsubouchi, J Ma, SV Ukkusuri The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining …, 2022 | 21 | 2022 |
| Stationary Spatial Charging Demand Distribution for Commercial Electric Vehicles in Urban Area X Qian, J Xue, S Sobolevsky, C Yang, S Ukkusuri 2019 IEEE Intelligent Transportation Systems Conference (ITSC), 220-225, 2019 | 18 | 2019 |
| Modeling disease spreading with adaptive behavior considering local and global information dissemination X Qian, J Xue, SV Ukkusuri arXiv preprint arXiv:2008.10853, 2020 | 10 | 2020 |
| A physics-informed machine learning for generalized bathtub model in large-scale urban networks E Ka, J Xue, L Leclercq, SV Ukkusuri Transportation Research Part C: Emerging Technologies 164, 104661, 2024 | 8 | 2024 |
| An agent-based model of post-disaster recovery in multilayer socio-physical networks J Xue, S Park, WU Mondal, SM Reia, T Yao, SV Ukkusuri Sustainable Cities and Society 115, 105863, 2024 | 7 | 2024 |
| Supporting Post-disaster Recovery with Agent-based Modeling on Multilayer Social-physical Networks J Xue, S Park, WU Mondal, SM Reia, SV Ukkusuri Transportation Research Board (TRB) 102nd Annual Meeting, January 8–12, 2023 …, 2023 | 7 | 2023 |
| GR-LLMs: Recent advances in generative recommendation based on large language models Z Yang, H Lin, J Xue, Z Zhang arXiv preprint arXiv:2507.06507, 2025 | 5 | 2025 |
| Predicting Individual Irregular Mobility via Web Search-Driven Bipartite Graph Neural Networks J Xue, T Yabe, K Tsubouchi, J Ma, SV Ukkusuri IEEE Transactions on Knowledge and Data Engineering, 2024 | 4 | 2024 |
| How information heterogeneity influences traffic congestion during hurricane evacuation R Verma, Z Lei, J Xue, J Shen, H Gehlot, S Ukkusuri, P Murray-Tuite 2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021 | 4 | 2021 |
| Online Energy-optimal Routing for Electric Vehicles with Combinatorial Multi-arm Semi-Bandit X Chen, J Xue, X Qian, J Suarez, S Ukkusuri 2020 IEEE Intelligent Transportation Systems Conference (ITSC), September 20 …, 2020 | 4 | 2020 |
| Spacetime-GR: A Spacetime-Aware Generative Model for Large Scale Online POI Recommendation H Lin, Z Yang, J Xue, Z Zhang, L Wang, Y Gu, Y Xu, X Li arXiv preprint arXiv:2508.16126, 2025 | 2 | 2025 |
| HGCL: Hierarchical Graph Contrastive Learning for User-Item Recommendation J Xue, Z Yang, H Lin, Z Zhang, L Wang, Y Gu, Y Xu, X Li arXiv preprint arXiv:2505.19020, 2025 | 2 | 2025 |
| METS-R SIM: A simulator for Multi-modal Energy-optimal Trip Scheduling in Real-time with shared autonomous electric vehicles Z Lei, J Xue, X Chen, X Qian, C Saumya, M He, S Sobolevsky, M Kulkarni, ... Simulation Modelling Practice and Theory 132, 102898, 2024 | 2 | 2024 |
| Finding Critical Transitions of the Post-disaster Recovery using the Sensitivity Analysis of Agent-based Models S Park, J Xue, SV Ukkusuri Transportation Research Board (TRB) 103rd Annual Meeting, January 7–11, 2024 …, 2024 | 2 | 2024 |
| ADDS-EVS: An Agent-Based Deployment Decision-Support System for Electric Vehicle Services Z Lei, J Xue, X Chen, CSG Waduge, X Qian, M He, S Sobolevsky, ... 2021 IEEE International Intelligent Transportation Systems Conference (ITSC …, 2021 | 2 | 2021 |
Satish UkkusuriHubert and Audrey Kleasen Professor in Civil Engineering, Purdue UniversityVerified email at purdue.edu
