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Dong Wang
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Year
Brits: Bidirectional recurrent imputation for time series
W Cao, D Wang, J Li, H Zhou, L Li, Y Li
NeurIPS 2018 (pp. 6776-6786)., 2018
2412018
When will you arrive? Estimating travel time based on deep neural networks
D Wang, J Zhang, W Cao, J Li, Y Zheng
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
2282018
DeepSD: Supply-demand prediction for online car-hailing services using deep neural networks
D Wang, W Cao, J Li, J Ye
2017 IEEE 33rd international conference on data engineering (ICDE), 243-254, 2017
1722017
Automatic user identification method across heterogeneous mobility data sources
W Cao, Z Wu, D Wang, J Li, H Wu
2016 IEEE 32nd International Conference on Data Engineering (ICDE), 978-989, 2016
422016
DESTPRE: a data-driven approach to destination prediction for taxi rides
M Xu, D Wang, J Li
Proceedings of the 2016 ACM International Joint Conference on Pervasive and …, 2016
392016
Wasserstein contrastive representation distillation
L Chen, D Wang, Z Gan, J Liu, R Henao, L Carin
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2021
232021
On fenchel mini-max learning
C Tao, L Chen, S Dai, J Chen, K Bai, D Wang, J Feng, W Lu, G Bobashev, ...
Advances in Neural Information Processing Systems 32, 2019
172019
Convolutional neural network to identify symptomatic Alzheimer’s disease using multimodal retinal imaging
CE Wisely, D Wang, R Henao, DS Grewal, AC Thompson, CB Robbins, ...
British Journal of Ophthalmology 106 (3), 388-395, 2022
162022
Etcps: An effective and scalable traffic condition prediction system
D Wang, W Cao, M Xu, J Li
International Conference on Database Systems for Advanced Applications, 419-436, 2016
152016
Syntax-infused transformer and bert models for machine translation and natural language understanding
D Sundararaman, V Subramanian, G Wang, S Si, D Shen, D Wang, ...
arXiv preprint arXiv:1911.06156, 2019
122019
Tight mutual information estimation with contrastive Fenchel-Legendre optimization
Q Guo, J Chen, D Wang, Y Yang, X Deng, L Carin, F Li, C Tao
arXiv preprint arXiv:2107.01131, 2021
32021
Gradient importance learning for incomplete observations
Q Gao, D Wang, JD Amason, S Yuan, C Tao, R Henao, ...
arXiv preprint arXiv:2107.01983, 2021
22021
Syntactic Knowledge-Infused Transformer and BERT Models
D Sundararaman, V Subramanian, G Wang, S Si, D Shen, D Wang, ...
CIKM Workshops, 2021
12021
Proactive Pseudo-Intervention: Causally Informed Contrastive Learning For Interpretable Vision Models
D Wang, Y Yang, Z Gan, L Chen, C Tao, F Kong, R Henao, L Carin
arXiv preprint arXiv:2012.03369, 2020
12020
Lmvp: Video predictor with leaked motion information
D Wang, Y Li, W Cao, L Chen, Q Wei, L Carin
arXiv preprint arXiv:1906.10101, 2019
12019
A Deep Learning Algorithm to Predict Short-term Progression to Geographic Atrophy on Spectral Domain-OCT
EM Lad, CA Toth, D Wang, R Henao, L Carin
Investigative Ophthalmology & Visual Science 63 (7), 3016–F0286-3016–F0286, 2022
2022
Learning to Weight Filter Groups for Robust Classification
S Yuan, Y Li, D Wang, K Bai, L Carin, D Carlson
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022
2022
Imputation-Free Learning from Incomplete Observations
Q Gao, D Wang, JD Amason, S Yuan, C Tao, R Henao, ...
arXiv e-prints, arXiv: 2107.01983, 2021
2021
Analyzing the Retinal and Choroidal Vasculature and Structure in Cognitively Healthy Individuals at Higher Genetic Risk for Alzheimer’s Disease using a Convolutional Neural Network
C Robbins, DS Grewal, D Wang, C Wisely, R Henao, JM Lee, RV Agrawal, ...
Investigative Ophthalmology & Visual Science 62 (8), 2489-2489, 2021
2021
Towards Robust and Efficient Contrastive Textual Representation Learning
L Chen, Y Zhang, D Li, C Tao, D Wang, L Carin
2020
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