Stochastic weight completion for road networks using graph convolutional networks J Hu, C Guo, B Yang, CS Jensen 2019 IEEE 35th international conference on data engineering (ICDE), 1274-1285, 2019 | 97 | 2019 |
PACE: a PAth-CEntric paradigm for stochastic path finding B Yang, J Dai, C Guo, CS Jensen, J Hu The VLDB Journal 27, 153-178, 2018 | 85 | 2018 |
Stochastic origin-destination matrix forecasting using dual-stage graph convolutional, recurrent neural networks J Hu, B Yang, C Guo, CS Jensen, H Xiong 2020 IEEE 36th International conference on data engineering (ICDE), 1417-1428, 2020 | 84 | 2020 |
Learning to route with sparse trajectory sets C Guo, B Yang, J Hu, C Jensen 2018 IEEE 34th International Conference on Data Engineering (ICDE), 1073-1084, 2018 | 83 | 2018 |
Path cost distribution estimation using trajectory data J Dai, B Yang, C Guo, CS Jensen, J Hu Proceedings of the VLDB Endowment 10 (3), 85-96, 2016 | 80 | 2016 |
Risk-aware path selection with time-varying, uncertain travel costs: a time series approach J Hu, B Yang, C Guo, CS Jensen The VLDB Journal 27, 179-200, 2018 | 68 | 2018 |
Context-aware, preference-based vehicle routing C Guo, B Yang, J Hu, CS Jensen, L Chen The VLDB Journal 29, 1149-1170, 2020 | 48 | 2020 |
Enabling time-dependent uncertain eco-weights for road networks Y Ma, B Yang, CS Jensen Proceedings of Workshop on Managing and Mining Enriched Geo-Spatial Data, 1-6, 2014 | 48 | 2014 |
Evolutionary clustering of moving objects T Li, L Chen, CS Jensen, TB Pedersen, Y Gao, J Hu 2022 IEEE 38th International Conference on Data Engineering (ICDE), 2399-2411, 2022 | 33 | 2022 |
Unsupervised path representation learning with curriculum negative sampling SB Yang, C Guo, J Hu, J Tang, B Yang arXiv preprint arXiv:2106.09373, 2021 | 28 | 2021 |
Sequence labeling with meta-learning J Li, P Han, X Ren, J Hu, L Chen, S Shang IEEE Transactions on Knowledge and Data Engineering 35 (3), 3072-3086, 2021 | 27 | 2021 |
Balenas: Differentiable architecture search via the bayesian learning rule M Zhang, S Pan, X Chang, S Su, J Hu, GR Haffari, B Yang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 16 | 2022 |
A real time dual-camera surveillance system based on tracking-learning-detection algorithm J Hu, S Hu, Z Sun 2013 25th Chinese Control and Decision Conference (CCDC), 886-891, 2013 | 15 | 2013 |
Semantic driven attention network with attribute learning for unsupervised person re-identification S Xu, L Luo, J Hu, B Yang, S Hu Knowledge-Based Systems 252, 109354, 2022 | 14 | 2022 |
SOUP: Spatial-Temporal Demand Forecasting and Competitive Supply in Transportation B Zheng, Q Hu, L Ming, J Hu, L Chen, K Zheng, CS Jensen IEEE Transactions on Knowledge and Data Engineering 35 (2), 2034-2047, 2021 | 14 | 2021 |
Infinitely wide graph convolutional networks: semi-supervised learning via Gaussian processes J Hu, J Shen, B Yang, L Shao arXiv preprint arXiv:2002.12168, 2020 | 11 | 2020 |
Weakly-supervised temporal path representation learning with contrastive curriculum learning SB Yang, C Guo, J Hu, B Yang, J Tang, CS Jensen 2022 IEEE 38th International Conference on Data Engineering (ICDE), 2873-2885, 2022 | 10 | 2022 |
Residual memory inference network for regression tracking with weighted gradient harmonized loss H Zhang, J Zhang, G Nie, J Hu, WJC Zhang Information Sciences 597, 105-124, 2022 | 8 | 2022 |
Recurrent multi-graph neural networks for travel cost prediction J Hu, C Guo, B Yang, CS Jensen, L Chen arXiv preprint arXiv:1811.05157, 2018 | 8 | 2018 |
Hyperverlet: A symplectic hypersolver for Hamiltonian systems FB Mathiesen, B Yang, J Hu Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 4575-4582, 2022 | 7 | 2022 |