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Hybrid ISTA: Unfolding ISTA With Convergence Guarantees Using Free-Form Deep Neural Networks


May 05, 2022
Ziyang Zheng, Wenrui Dai, Duoduo Xue, Chenglin Li, Junni Zou, Hongkai Xiong

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* 109 pages, 16 figures; this is a draft and the final version has been accepted by TPAMI (DOI: 10.1109/TPAMI.2022.3172214) 

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All-optical graph representation learning using integrated diffractive photonic computing units


Apr 23, 2022
Tao Yan, Rui Yang, Ziyang Zheng, Xing Lin, Hongkai Xiong, Qionghai Dai

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* 25 pages, 5 figures 

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MAMDR: A Model Agnostic Learning Method for Multi-Domain Recommendation


Mar 22, 2022
Linhao Luo, Yumeng Li, Buyu Gao, Shuai Tang, Sinan Wang, Jiancheng Li, Tanchao Zhu, Jiancai Liu, Zhao Li, Binqiang Zhao, Ziyang Zheng, Shirui Pan

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* This paper has been submitted to KDD 2022 ADS Track 

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