Using OpenStreetMap point-of-interest data to model urban change—A feasibility study L Zhang, D Pfoser PloS one 14 (2), e0212606, 2019 | 59 | 2019 |
Disentangled dynamic graph deep generation W Zhang, L Zhang, D Pfoser, L Zhao Proceedings of the 2021 SIAM International Conference on Data Mining (SDM …, 2021 | 25 | 2021 |
TG-GAN: Continuous-time temporal graph deep generative models with time-validity constraints L Zhang, L Zhao, S Qin, D Pfoser, C Ling Proceedings of the Web Conference 2021, 2104-2116, 2021 | 19 | 2021 |
Conditional-UNet: A condition-aware deep model for coherent human activity recognition from wearables L Zhang, W Zhang, N Japkowicz 2020 25th International Conference on Pattern Recognition (ICPR), 5889-5896, 2021 | 9 | 2021 |
Factorized deep generative models for end-to-end trajectory generation with spatiotemporal validity constraints L Zhang, L Zhao, D Pfoser Proceedings of the 30th International Conference on Advances in Geographic …, 2022 | 7 | 2022 |
STGGAN: Spatial-temporal graph generation L Zhang Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances …, 2019 | 7 | 2019 |
TG-GAN: continuous-time temporal graph generation with deep generative models L Zhang, L Zhao, S Qin, D Pfoser arXiv preprint arXiv:2005.08323, 2020 | 3 | 2020 |
Voice query auto completion R Tang, K Kumar, K Chalkley, J Xin, L Zhang, W Li, G Yang, Y Mao, J Shin, ... Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021 | 2 | 2021 |
Station-to-user transfer learning: Towards explainable user clustering through latent trip signatures using tidal-regularized non-negative matrix factorization L Zhang, D Pfoser, A Züfle Proceedings of the 28th International Conference on Advances in Geographic …, 2020 | 2 | 2020 |
Distributed algorithms for spatial retrieval queries in geospatial analysis Q Guo, B Palanisamy, HA Karimi, L Zhang Services Transactions of Cloud Computing 4 (3), 2016 | 2 | 2016 |
Explainable Machine Learning for Activity Modeling in GeoAi L Zhang George Mason University, 2020 | | 2020 |