Junyuan Shang

发表

Opportunities and Challenges in Deep Learning Methods on Electrocardiogram Data: A Systematic Review

Jimeng Sun, Shenda Hong, Yuxi Zhou, 2020, ArXiv.

Combining deep neural networks and engineered features for cardiac arrhythmia detection from ECG recordings

Hongyan Li, Shenda Hong, Yuxi Zhou, 2019, Physiological measurement.

Evaluated Distribution Alignment for Heterogeneous Image Recognition

Junyuan Shang, Zhiheng Zhou, Yifan Wang, 2018, 2018 IEEE 3rd International Conference on Communication and Information Systems (ICCIS).

K-margin-based Residual-Convolution-Recurrent Neural Network for Atrial Fibrillation Detection

Hongyan Li, Shenda Hong, Yuxi Zhou, 2019, IJCAI.

GENN: Predicting Correlated Drug-drug Interactions with Graph Energy Neural Networks pdf

Jimeng Sun, Cao Xiao, Junyuan Shang, 2019, ArXiv.

GAMENet: Graph Augmented MEmory Networks for Recommending Medication Combination pdf

Jimeng Sun, Cao Xiao, Hongyan Li, 2018, AAAI.

Joint category-level and discriminative feature learning networks for unsupervised domain adaptation

Junyuan Shang, Zhiheng Zhou, Pengyu Zhang, 2019, J. Intell. Fuzzy Syst..

Structure Consistency and Class Discriminative Feature Learning for Heterogeneous Domain Adaptation

Junyuan Shang, Zhiheng Zhou, Yifan Wang, 2018, 2018 IEEE 3rd International Conference on Communication and Information Systems (ICCIS).

ENCASE: An ENsemble ClASsifiEr for ECG classification using expert features and deep neural networks

Meng Wu, Hongyan Li, Shenda Hong, 2017, 2017 Computing in Cardiology (CinC).

Heterogeneous domain adaptation with label and structural consistency

Junyuan Shang, Junchu Huang, Chang Niu, 2020, Multimedia Tools and Applications.

Asymmetric alignment joint consistent regularization for multi-source domain adaptation

Junyuan Shang, Junchu Huang, Zhiwei Yang, 2020 .

Pre-training of Graph Augmented Transformers for Medication Recommendation

Jimeng Sun, Junyuan Shang, Cao Xiao, 2019, IJCAI.

ERNIE-DOC: The Retrospective Long-Document Modeling Transformer pdf

Junyuan Shang, Hua Wu, Hao Tian, 2020, ArXiv.

Knowledge Guided Multi-instance Multi-label Learning via Neural Networks in Medicines Prediction

Meng Wu, Hongyan Li, Shenda Hong, 2018, ACML.

Domain Invariant and Class Discriminative Heterogeneous Domain Adaptation

Junyuan Shang, Zhiheng Zhou, Yifan Wang, 2018, 2018 IEEE 3rd International Conference on Communication and Information Systems (ICCIS).

Knowledge-shot learning: An interpretable deep model for classifying imbalanced electrocardiography data

Hongyan Li, Shenda Hong, Junyuan Shang, 2020, Neurocomputing.

CGNF: Conditional Graph Neural Fields

Jimeng Sun, Junyuan Shang, Tengfei Ma, 2018 .

ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generation pdf

Hao Tian, Junyuan Shang, Dianhai Yu, 2021, ArXiv.

Personalized vital signs control based on continuous action-space reinforcement learning with supervised experience

Shenda Hong, Junyuan Shang, Moxian Song, 2021, Biomed. Signal Process. Control..

ERNIE-Doc: A Retrospective Long-Document Modeling Transformer

Hao Tian, Junyuan Shang, Hua Wu, 2021, ACL.

ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generation pdf

Junyuan Shang, Dianhai Yu, Hua Wu, 2021, ArXiv.