| Optimizing matching time intervals for ride-hailing services using reinforcement learning G Qin, Q Luo, Y Yin, J Sun, J Ye Transportation Research Part C: Emerging Technologies 129, 103239, 2021 | 64 | 2021 |
| Mining factors affecting taxi drivers’ incomes using GPS trajectories G Qin, T Li, B Yu, Y Wang, Z Huang, J Sun Transportation Research Part C: Emerging Technologies 79, 103-118, 2017 | 55 | 2017 |
| Truncated tensor Schatten p-norm based approach for spatiotemporal traffic data imputation with complicated missing patterns T Nie, G Qin, J Sun Transportation Research Part C: Emerging Technologies 141, 103737, 2022 | 50 | 2022 |
| ProbDetect: A choice probability-based taxi trip anomaly detection model considering traffic variability G Qin, Z Huang, Y Xiang, J Sun Transportation Research Part C: Emerging Technologies 98, 221-238, 2019 | 20 | 2019 |
| Correlating sparse sensing for large-scale traffic speed estimation: A Laplacian-enhanced low-rank tensor kriging approach T Nie, G Qin, Y Wang, J Sun Transportation Research Part C: Emerging Technologies 152, 104190, 2023 | 19* | 2023 |
| ImputeFormer: Graph Transformers for generalizable spatiotemporal imputation T Nie, G Qin, W Ma, Y Mei, J Sun KDD '24: Proceedings of the 30th ACM SIGKDD Conference on Knowledge …, 2024 | 15* | 2024 |
| Integrated macro-micro modeling for individual vehicle trajectory reconstruction using fixed and mobile sensor data X Chen, J Yin, G Qin, K Tang, Y Wang, J Sun Transportation Research Part C: Emerging Technologies 145, 103929, 2022 | 15 | 2022 |
| Towards better traffic volume estimation: Jointly addressing the underdetermination and nonequilibrium problems with correlation-adaptive GNNs T Nie, G Qin, Y Wang, J Sun Transportation Research Part C: Emerging Technologies 157, 104402, 2023 | 11* | 2023 |
| Ride-hail to ride rail: Learning to balance supply and demand in ride-hailing services with intermodal mobility options G Qin, J Sun Transportation Research Part C: Emerging Technologies 144, 103887, 2022 | 5 | 2022 |
| Toward privacy-aware multimodal transportation: Convergence to network equilibrium under differential privacy G Qin, S Deng, Q Luo, H Kerivin, J Sun Presented at the 102nd Annual Meeting of the Transportation Research Board, 2022 | 5 | 2022 |
| Spatiotemporal implicit neural representation as a generalized traffic data learner T Nie, G Qin, W Ma, J Sun Transportation Research Part C: Emerging Technologies 169, 104890, 2024 | 4 | 2024 |
| Contextualizing MLP-mixers spatiotemporally for urban traffic data forecast at scale T Nie, G Qin, L Sun, W Ma, Y Mei, J Sun IEEE Transactions on Intelligent Transportation Systems, 1-16, 2024 | 3* | 2024 |
| Channel-aware low-rank adaptation in time series forecasting T Nie, Y Mei, G Qin, J Sun, W Ma CIKM 2024: 33rd ACM International Conference on Information and Knowledge …, 2024 | 3 | 2024 |
| Individual vehicle trajectory reconstruction for millimeter wave radar detection: A texture synthesis approach X Su, X Chen, G Qin, D Wang, J Sun Presented at the 102nd Annual Meeting of the Transportation Research Board, 2022 | 2 | 2022 |
| A macro-micro approach to reconstructing vehicle trajectories on multi-lane freeways with lane changing X Chen, G Qin, T Seo, J Yin, Y Tian, J Sun Transportation Research Part C: Emerging Technologies 160, 104534, 2024 | 1 | 2024 |
| Joint estimation and prediction of city-wide delivery demand: A large language model empowered graph-based learning approach T Nie, J He, Y Mei, G Qin, G Li, J Sun, W Ma arXiv preprint arXiv:2408.17258, 2024 | | 2024 |
| RoutesFormer: A sequence-based route choice Transformer for efficient path inference from sparse trajectories S Qiu, G Qin, M Wong, J Sun Transportation Research Part C: Emerging Technologies 162, 104552, 2024 | | 2024 |
| Enhancing route choice models: Deep neural network recursive logit with flexible and robust estimation conditions S Qiu, G Qin, M Wong, X Huang, J Sun Presented at the 104th Annual Meeting of the Transportation Research Board …, 2024 | | 2024 |
| Generator-as-a-Matcher: Joint tracklet matching and gap filling to alleviate perceptual sparsity in roadside mm-wave radar X Su, X Chen, G Qin, J Yin, J Sun Preprint available at SSRN 4891517, 2024 | | 2024 |
| Coordinated routing policy for connected vehicles to monitor city-wide traffic X Chen, G Qin, J Sun Preprint available at SSRN 4824825, 2024 | | 2024 |
Sun JianTongji universityVerified email at tongji.edu.cn
