| Self-supervised 3D reconstruction and ego-motion estimation via on-board monocular video S Jia, X Pei, X Jing, D Yao IEEE Transactions on Intelligent Transportation Systems 23 (7), 7557-7569, 2021 | 23 | 2021 |
| DMRVisNet: Deep Multihead Regression Network for Pixel-Wise Visibility Estimation Under Foggy Weather J You&, S Jia&, X Pei, D Yao IEEE Transactions on Intelligent Transportation Systems, 2022 | 20 | 2022 |
| Self-supervised depth estimation leveraging global perception and geometric smoothness S Jia, X Pei, W Yao, SC Wong IEEE Transactions on Intelligent Transportation Systems 24 (2), 1502-1517, 2022 | 19* | 2022 |
| Uncertainty estimation of connected vehicle penetration rate S Jia, SC Wong, W Wong Transportation Science 57 (5), 1160-1176, 2023 | 16 | 2023 |
| A novel one-stage approach for pointwise transportation mode identification inspired by point cloud processing R Li, Z Yang, X Pei, Y Yue, S Jia, C Han, Z He Transportation Research Part C: Emerging Technologies 152, 104127, 2023 | 16 | 2023 |
| Travelling modes recognition via bayes neural network with bayes by backprop algorithm S Jia, Y Yue, Z Yang, X Pei, Y Wang CICTP 2020, 3994-4004, 2020 | 14 | 2020 |
| Joint learning of frequency and spatial domains for dense image prediction S Jia, W Yao ISPRS Journal of Photogrammetry and Remote Sensing 195, 14-28, 2023 | 13 | 2023 |
| Novel hybrid neural network for dense depth estimation using on-board monocular images S Jia, X Pei, Z Yang, S Tian, Y Yue Transportation Research Record 2674 (12), 312-323, 2020 | 9 | 2020 |
| DERNet: Driver Emotion Recognition Using Onboard Camera D Wang, S Jia*, X Pei, C Han, D Yao, D Liu IEEE Intelligent Transportation Systems Magazine, 2023 | 7 | 2023 |
| Bayes Neural Network with a Novel Pictorial Feature for Transportation Mode Recognition Based on GPS Trajectories P Weng, S Jia, X Pei, Y Yue CICTP 2021, 1635-1645, 2021 | 6 | 2021 |
| Self-supervised multi-task learning framework for safety and health-oriented road environment surveillance based on connected vehicle visual perception S Jia, W Yao International Journal of Applied Earth Observation and Geoinformation 128 …, 2024 | 4* | 2024 |
| Exploitation of String Stability to Predict Disturbance-triggered Platoon Collisions in Mixed Traffic Comprising Automated and Conventional Vehicles S Jia, Y Cai, X Pei, Z Yang, W Wong, SC Wong 2023 IEEE 26th International Conference on Intelligent Transportation …, 2023 | 3 | 2023 |
| A Novel Approach to Reveal Travel Patterns of City Residents Based on Mobile Internet Locating Data S Jia, Y Yue, Z Yang, X Pei, Y Lu CICTP 2019, 6146-6156, 2019 | 2 | 2019 |
| Modeling residual-vehicle effects on uncertainty estimation of the connected vehicle penetration rate S Jia, SC Wong, W Wong Transportation Research Part C: Emerging Technologies 168, 104825, 2024 | 1 | 2024 |
| Modeling residual-vehicle effects in undersaturation conditions on uncertainty estimation of the connected vehicle penetration rate S Jia, SC Wong, W Wong The 25th International Symposium on Transportation and Traffic Theory, 15-17, 2024 | 1 | 2024 |
| Adaptive signal control at partially connected intersections: A stochastic optimization model for uncertain vehicle arrival rates S Jia, SC Wong, W Wong Transportation Research Part B: Methodological 193, 103161, 2025 | | 2025 |
| CVVLSNet: Vehicle Location and Speed Estimation Using Partial Connected Vehicle Trajectory Data J Ye, D Wang, S Jia*, X Pei, Z Yang, Y Zhang, SC Wong arXiv preprint arXiv:2410.00132, 2024 | | 2024 |
| CCDepth: A Lightweight Self-supervised Depth Estimation Network with Enhanced Interpretability X Zhang, Y Xue, S Jia*, X Pei arXiv preprint arXiv:2409.19933, 2024 | | 2024 |
| Automatic Pavement Distress Detection Using a Semantics-Aided Deep Learning Method D Li, S Jia*, X Pei, D Yao CICTP 2024, 2966-2975, 2024 | | 2024 |
