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Hao Xue
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Cited by
Year
SS-LSTM: A hierarchical LSTM model for pedestrian trajectory prediction
H Xue, DQ Huynh, M Reynolds
2018 IEEE Winter Conference on Applications of Computer Vision (WACV), 1186-1194, 2018
4382018
Time series change point detection with self-supervised contrastive predictive coding
S Deldari, DV Smith, H Xue, FD Salim
Proceedings of the Web Conference 2021, 3124-3135, 2021
1122021
Generative adversarial networks for spatio-temporal data: A survey
N Gao, H Xue, W Shao, S Zhao, KK Qin, A Prabowo, MS Rahaman, ...
ACM Transactions on Intelligent Systems and Technology (TIST) 13 (2), 1-25, 2022
972022
Bi-prediction: Pedestrian trajectory prediction based on bidirectional LSTM classification
H Xue, DQ Huynh, M Reynolds
2017 International conference on digital image computing: techniques and …, 2017
662017
PoPPL: Pedestrian trajectory prediction by LSTM with automatic route class clustering
H Xue, DQ Huynh, M Reynolds
IEEE transactions on neural networks and learning systems 32 (1), 77-90, 2020
622020
Occupant behavior modeling methods for resilient building design, operation and policy at urban scale: A review
B Dong, Y Liu, H Fontenot, M Ouf, M Osman, A Chong, S Qin, F Salim, ...
Applied Energy 293, 116856, 2021
582021
PromptCast: A New Prompt-based Learning Paradigm for Time Series Forecasting
H Xue, FD Salim
52*2022
Cocoa: Cross modality contrastive learning for sensor data
S Deldari, H Xue, A Saeed, DV Smith, FD Salim
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2022
482022
Location-velocity attention for pedestrian trajectory prediction
H Xue, D Huynh, M Reynolds
2019 IEEE Winter Conference on Applications of Computer Vision (WACV), 2038-2047, 2019
422019
MobTCast: Leveraging auxiliary trajectory forecasting for human mobility prediction
H Xue, F Salim, Y Ren, N Oliver
Advances in Neural Information Processing Systems 34, 30380-30391, 2021
392021
Leveraging language foundation models for human mobility forecasting
H Xue, BP Voutharoja, FD Salim
Proceedings of the 30th International Conference on Advances in Geographic …, 2022
372022
Exploring Self-Supervised Representation Ensembles for COVID-19 Cough Classification
H Xue, FD Salim
Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data …, 2021
352021
Beyond just vision: A review on self-supervised representation learning on multimodal and temporal data
S Deldari, H Xue, A Saeed, J He, DV Smith, FD Salim
arXiv preprint arXiv:2206.02353, 2022
332022
A location-velocity-temporal attention LSTM model for pedestrian trajectory prediction
H Xue, DQ Huynh, M Reynolds
IEEE Access 8, 44576-44589, 2020
332020
Atrous convolutional feature network for weakly supervised semantic segmentation
L Xu, H Xue, M Bennamoun, F Boussaid, F Sohel
Neurocomputing 421, 115-126, 2021
282021
Event-aware multimodal mobility nowcasting
Z Wang, R Jiang, H Xue, FD Salim, X Song, R Shibasaki
Proceedings of the AAAI Conference on Artificial Intelligence 36 (4), 4228-4236, 2022
212022
A fast visual map building method using video stream for visual-based indoor localization
H Xue, L Ma, X Tan
2016 International Wireless Communications and Mobile Computing Conference …, 2016
192016
TERMCast: Temporal relation modeling for effective urban flow forecasting
H Xue, FD Salim
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 741-753, 2021
172021
Multimodal trajectory prediction: A survey
R Huang, H Xue, M Pagnucco, F Salim, Y Song
arXiv preprint arXiv:2302.10463, 2023
152023
Translating human mobility forecasting through natural language generation
H Xue, FD Salim, Y Ren, CLA Clarke
Proceedings of the Fifteenth ACM International Conference on Web Search and …, 2022
152022
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