Search Results for author: Haowen Chen

Found 3 papers, 1 papers with code

Comprehensive evaluation of deep and graph learning on drug-drug interactions prediction

1 code implementation8 Jun 2023 Xuan Lin, Lichang Dai, Yafang Zhou, Zu-Guo Yu, Wen Zhang, Jian-Yu Shi, Dong-Sheng Cao, Li Zeng, Haowen Chen, Bosheng Song, Philip S. Yu, Xiangxiang Zeng

Recent advances and achievements of artificial intelligence (AI) as well as deep and graph learning models have established their usefulness in biomedical applications, especially in drug-drug interactions (DDIs).

Drug Discovery Graph Learning +1

Spectral Complexity-scaled Generalization Bound of Complex-valued Neural Networks

no code implementations7 Dec 2021 Haowen Chen, Fengxiang He, Shiye Lei, DaCheng Tao

The bound scales with the spectral complexity, the dominant factor of which is the spectral norm product of weight matrices.

LEMMA

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