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Certifying Robustness of Convolutional Neural Networks with Tight Linear Approximation


Nov 13, 2022
Yuan Xiao, Tongtong Bai, Mingzheng Gu, Chunrong Fang, Zhenyu Chen

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PSP: Million-level Protein Sequence Dataset for Protein Structure Prediction


Jun 24, 2022
Sirui Liu, Jun Zhang, Haotian Chu, Min Wang, Boxin Xue, Ningxi Ni, Jialiang Yu, Yuhao Xie, Zhenyu Chen, Mengyun Chen, Yuan Liu, Piya Patra, Fan Xu, Jie Chen, Zidong Wang, Lijiang Yang, Fan Yu, Lei Chen, Yi Qin Gao

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Quantifying Unknown Quantum Entanglement via a Hybrid Quantum-Classical Machine Learning Framework


Apr 25, 2022
Xiaodie Lin, Zhenyu Chen, Zhaohui Wei

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Deep Graph Learning for Spatially-Varying Indoor Lighting Prediction


Feb 13, 2022
Jiayang Bai, Jie Guo, Chenchen Wan, Zhenyu Chen, Zhen He, Shan Yang, Piaopiao Yu, Yan Zhang, Yanwen Guo

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Adaptive Attentional Network for Few-Shot Knowledge Graph Completion


Oct 19, 2020
Jiawei Sheng, Shu Guo, Zhenyu Chen, Juwei Yue, Lihong Wang, Tingwen Liu, Hongbo Xu

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* 11 pages, 3 figures 

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From Data Quality to Model Quality: an Exploratory Study on Deep Learning


Jun 10, 2019
Tianxing He, Shengcheng Yu, Ziyuan Wang, Jieqiong Li, Zhenyu Chen

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* 4pages 

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A Preliminary Study on Data Augmentation of Deep Learning for Image Classification


Jun 09, 2019
Benlin Hu, Cheng Lei, Dong Wang, Shu Zhang, Zhenyu Chen

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* 4 pages, 4 figures 

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