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Jingqing Zhang
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Year
PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization
J Zhang, Y Zhao, M Saleh, PJ Liu
International Conference on Machine Learning, 11328--11339, 2020
6852020
Deep Sequence Learning with Auxiliary Information for Traffic Prediction
B Liao, J Zhang, C Wu, D McIlwraith, T Chen, S Yang, Y Guo, F Wu
Proceedings of the 24th ACM SIGKDD International Conference on Knowledge …, 2018
1342018
Integrating Semantic Knowledge to Tackle Zero-shot Text Classification
J Zhang, P Lertvittayakumjorn, Y Guo
Proceedings of the 2019 Conference of the North American Chapter of the …, 2019
712019
Deep Reinforcement Learning
H Dong, H Dong, Z Ding, S Zhang, Chang
Springer Singapore, 2020
692020
I2T2I: Learning text to image synthesis with textual data augmentation
H Dong, J Zhang, D McIlwraith, Y Guo
International Conference on Image Processing 2017 (ICIP), 2017
452017
The deep poincaré map: A novel approach for left ventricle segmentation
Y Mo, F Liu, D McIlwraith, G Yang, J Zhang, T He, Y Guo
International Conference on Medical Image Computing and Computer-Assisted …, 2018
322018
Dest-ResNet: A Deep Spatiotemporal Residual Network for Hotspot Traffic Speed Prediction
B Liao, J Zhang, M Cai, S Tang, Y Gao, C Wu, S Yang, W Zhu, Y Guo, ...
Proceedings of the 2018 ACM on Multimedia Conference, 2018
252018
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification
X Zhang, J Zhang, K Sun, X Yang, C Dai, Y Guo
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019
242019
Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case
J Zhang, L Bolanos, T Li, A Tanwar, G Freire, X Yang, J Ive, V Gupta, ...
Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2021
62021
Deep poincaré map for robust medical image segmentation
Y Mo, F Liu, J Zhang, G Yang, T He, Y Guo
arXiv preprint arXiv 1703, 2017
42017
Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records
J Zhang, X Zhang, K Sun, X Yang, C Dai, Y Guo
2019 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019
32019
Clinical Utility of the Automatic Phenotype Annotation in Unstructured Clinical Notes: ICU Use Cases
J Zhang, L Bolanos, A Tanwar, A Sokol, J Ive, V Gupta, Y Guo
arXiv preprint arXiv:2107.11665, 2021
22021
Introduction to deep learning
J Zhang, H Yuan, H Dong
Deep reinforcement learning, 3-46, 2020
22020
Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge
A Tanwar, J Zhang, J Ive, V Gupta, Y Guo
The 6th International Workshop on Health Intelligence (W3PHIAI-22), 2022
12022
Automating Question-and-Answer Session Capture using Neural Networks
YGZ Wei, J Zhang
2019 KDD Workshop on Deep Learning for Education, DL4Ed, 2019
12019
Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint
HY Wu, J Zhang, J Ive, T Li, N Tabari, B Chen, V Gupta, Y Guo
arXiv preprint arXiv:2205.12368, 2022
2022
A Scalable Workflow to Build Machine Learning Classifiers with Clinician-in-the-Loop to Identify Patients in Specific Diseases
J Zhang, A Sharma, L Bolanos, T Li, A Tanwar, V Gupta, Y Guo
arXiv preprint arXiv:2205.08891, 2022
2022
TensorDB: Database Infrastructure for Continuous Machine Learning
F Liu, A Oehmichen, J Zhang, K Sun, H Dong, Y Mo, Y Guo
Proceedings on the International Conference on Artificial Intelligence (ICAI …, 2017
2017
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