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DeepNoise: Disentanglement of Experimental Noise from Real Biological Signals based on Fluorescent Microscopy Image Classification via Deep Learning


Sep 13, 2022
Sen Yang, Tao Shen, Yuqi Fang, Xiyue Wang, Jun Zhang, Wei Yang, Junzhou Huang, Xiao Han


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Augmented Deep Unfolding for Downlink Beamforming in Multi-cell Massive MIMO With Limited Feedback


Sep 03, 2022
Yifan Ma, Xianghao Yu, Jun Zhang, S. H. Song, Khaled B. Letaief

* This paper has been accepted by IEEE GLOBECOM, Rio de Janeiro, Brazil, Dec. 2022 

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Few-Shot Learning of Accurate Folding Landscape for Protein Structure Prediction


Aug 20, 2022
Jun Zhang, Sirui Liu, Mengyun Chen, Haotian Chu, Min Wang, Zidong Wang, Jialiang Yu, Ningxi Ni, Fan Yu, Diqing Chen, Yi Isaac Yang, Boxin Xue, Lijiang Yang, Yuan Liu, Yi Qin Gao

* version 1.0; 18 pages, 6 figures 

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Hiding Your Signals: A Security Analysis of PPG-based Biometric Authentication


Jul 10, 2022
Lin Li, Chao Chen, Lei Pan, Yonghang Tai, Jun Zhang, Yang Xiang

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Anthropomorphic Twisted String-Actuated Soft Robotic Gripper with Tendon-Based Stiffening


Jul 07, 2022
David Bombara, Revanth Konda, Steven Swanbeck, Jun Zhang

* 19 pages, 17 figures 

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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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A Manifold-based Airfoil Geometric-feature Extraction and Discrepant Data Fusion Learning Method


Jun 23, 2022
Yu Xiang, Guangbo Zhang, Liwei Hu, Jun Zhang, Wenyong Wang


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Model-Driven Deep Learning-Based MIMO-OFDM Detector: Design, Simulation, and Experimental Results


Jun 22, 2022
Xingyu Zhou, Jing Zhang, Chen-Wei Syu, Chao-Kai Wen, Jun Zhang, Shi Jin

* 31 pages, 13 figures, 4 tables. This paper has been accepted for publication by the IEEE Transactions on Communications. The code is available at https://github.com/STARainZ/CG-OAMP-NET 

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Resource-Constrained Edge AI with Early Exit Prediction


Jun 19, 2022
Rongkang Dong, Yuyi Mao, Jun Zhang

* 26 pages, 16 figures, 6 tables. This paper is accepted by Journal of Communications and Information Networks 

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Federated Learning with GAN-based Data Synthesis for Non-IID Clients


Jun 11, 2022
Zijian Li, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang

* 8 pages. To be published in the International Workshop on Trustworthy Federated Learning in Conjunction with IJCAI 2022 (FL-IJCAI'22) 

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