REST: Drug-Drug Interaction Prediction via Reinforced Student-Teacher Curriculum Learning

Author:

Li Xinhang1ORCID,Qiu Zhaopeng2ORCID,Zhao Xiangyu3ORCID,Zhang Yong1ORCID,Xing Chunxiao1ORCID,Wu Xian4ORCID

Affiliation:

1. Tsinghua University, Beijing, China

2. BOSS Zhipin, Beijing, China

3. City University of Hong Kong, Hong Kong, Hong Kong

4. Tencent Jarvis Lab, Beijing, China

Funder

SIRG - CityU Strategic Interdisciplinary Research Grant

National Natural Science Foundation of China

Diversified Investment Foundation of Tianjin

CCF-Ant Research Fund

CityU - HKIDS Early Career Research Grant

CCF-Tencent Open Fund

Tencent Rhino-Bird Focused Research Fund

APRC - CityU New Research Initiatives

Hong Kong ITC Innovation and Technology Fund Midstream Research Programme for Universities Project

Ant Group Research Fund

Huawei Innovation Research Program

Tencent Rhino-Bird Research Elite Training Program

Publisher

ACM

Reference53 articles.

1. Curriculum learning

2. Bupropion‐induced hypersensitivity reactions

3. MUFFIN: multi-scale feature fusion for drug–drug interaction prediction

4. Yin Cui , Menglin Jia , Tsung-Yi Lin , Yang Song , and Serge J . Belongie . 2019 . Class-Balanced Loss Based on Effective Number of Samples. In CVPR. 9268--9277. Yin Cui, Menglin Jia, Tsung-Yi Lin, Yang Song, and Serge J. Belongie. 2019. Class-Balanced Loss Based on Effective Number of Samples. In CVPR. 9268--9277.

5. A multimodal deep learning framework for predicting drug–drug interaction events

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