Shijun Zhang

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 45

Top Topics

Biomedical Literature

Intrinsic Parameters

Linear Approximation

Top Venues

J. Biomed. Semant.

Neural Networks

Publications

Shijun Zhang, Hongkai Zhao, Yimin Zhong, Haomin Zhou
Structured and Balanced Multi-component and Multi-layer Neural Networks. CoRR (2024)
Qianchao Wang, Shijun Zhang, Dong Zeng, Zhaoheng Xie, Hengtao Guo, Feng-Lei Fan, Tieyong Zeng
Don't Fear Peculiar Activation Functions: EUAF and Beyond. CoRR (2024)
Shijun Zhang, Jianfeng Lu, Hongkai Zhao
Deep Network Approximation: Beyond ReLU to Diverse Activation Functions. CoRR (2023)
Shijun Zhang, Jianfeng Lu, Hongkai Zhao
On Enhancing Expressive Power via Compositions of Single Fixed-Size ReLU Network. ICML (2023)
Shijun Zhang, Jianfeng Lu, Hongkai Zhao
On Enhancing Expressive Power via Compositions of Single Fixed-Size ReLU Network. CoRR (2023)
Bohao Tian, Shijun Zhang, Sirui Chen, Yuru Zhang, Kaiping Peng, Hongxing Zhang, Dangxiao Wang
Tracking flow: Decoding dynamic flow experience on a sub-minute timescale through performance in fine fingertip force control task. CoRR (2023)
Mengjian Zhang, Guihua Wen, Jiahui Zhong, Dongliang Chen, Changjun Wang, Xuhui Huang, Shijun Zhang
MLP-Like Model With Convolution Complex Transformation for Auxiliary Diagnosis Through Medical Images. IEEE J. Biomed. Health Informatics 27 (9) (2023)
Shijun Zhang, Hongkai Zhao, Yimin Zhong, Haomin Zhou
Why Shallow Networks Struggle with Approximating and Learning High Frequency: A Numerical Study. CoRR (2023)
Ji Lai, Shijun Zhang, Shuo Li
Research on the Application of Blockchain Technology in the Construction of User Privacy Information Security Model. BDMIP (2023)
Weixin Xie, Kunjie Fan, Shijun Zhang, Lang Li
Multiple sampling schemes and deep learning improve active learning performance in drug-drug interaction information retrieval analysis from the literature. J. Biomed. Semant. 14 (1) (2023)
Xiangsen Xu, Shijun Zhang, Ji Lai
Application of Internet Big Data in Network Security Situation Assessment. BDMIP (2023)
Zina Li, Yao Wang, Qian Zhao, Shijun Zhang, Deyu Meng
A Tensor-Based Online RPCA Model for Compressive Background Subtraction. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Qionglan Na, Na Xiao, Shijun Zhang, Xin Li, Sijia Zheng, Yixi Yang
BGA: an Network Abnormal Traffic Detection Model for Information Security in Grid. ICIEAI (2023)
Shijun Zhang, Ji Lai, Jing Zeng
Security Data Fusion Method for IoT Perception Layer for New Electric Power Systems. BDMIP (2023)
Shijun Zhang
Information source tracing method of electronic commerce supply chain based on blockchain. Int. J. Data Min. Bioinform. 27 (1/2/3) (2022)
Shijun Zhang, Jiangyi Yin, Zhao Li, Rong Yang, Meijie Du, Renjie Li
Node-Imbalance Learning on Heterogeneous Graph for Pirated Video Website Detection. CSCWD (2022)
Peng Zhang, Shijun Zhang, Shang Li, Jin Zhang, Shaoxun Liu, Youjun Bu
FRA-FPGA: Fast Reconfigurable Automata Processing on FPGAs. FPL (2022)
Shijun Zhang, Heng-Yi Wu, Lei Wang, Gongbo Zhang, Luis M. Rocha, Hagit Shatkay, Lang Li
Translational drug-interaction corpus. Database J. Biol. Databases Curation 2022 (2022) (2022)
Samar Binkheder, Heng-Yi Wu, Sara K. Quinney, Shijun Zhang, Md. Muntasir Zitu, Chienwei Chiang, Lei Wang, Josette Jones, Lang Li
Correction: PhenoDEF: a corpus for annotating sentences with information of phenotype definitions in biomedical literature. J. Biomed. Semant. 13 (1) (2022)
Zhao Li, Shijun Zhang, Jiangyi Yin, Meijie Du, Zhongyi Zhang, Qingyun Liu
Fighting Against Piracy: An Approach to Detect Pirated Video Websites Enhanced by Third-party Services. ISCC (2022)
Zuowei Shen, Haizhao Yang, Shijun Zhang
Neural Network Architecture Beyond Width and Depth. CoRR (2022)
Shijun Zhang, Zuowei Shen, Haizhao Yang
Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons. J. Mach. Learn. Res. 23 (2022)
Zuowei Shen, Haizhao Yang, Shijun Zhang
Deep Network Approximation in Terms of Intrinsic Parameters. ICML (2022)
Shijun Zhang, Zuowei Shen, Haizhao Yang
Neural Network Architecture Beyond Width and Depth. NeurIPS (2022)
Samar Binkheder, Heng-Yi Wu, Sara K. Quinney, Shijun Zhang, Md. Muntasir Zitu, Chienwei Chiang, Lei Wang, Josette Jones, Lang Li
PhenoDEF: a corpus for annotating sentences with information of phenotype definitions in biomedical literature. J. Biomed. Semant. 13 (1) (2022)
Shijun Zhang, Ji Lai, Qigui Yao
Traffic Anomaly Detection Model of Electric Power Industrial Control Based on DBN-LSTM. HPCC/DSS/SmartCity/DependSys (2021)
Guihua Wen, Kewen Wang, Huihui Li, Yuhua Huang, Shijun Zhang
Recommending prescription via tongue image to assist clinician. Multim. Tools Appl. 80 (9) (2021)
Zuowei Shen, Haizhao Yang, Shijun Zhang
Deep Network Approximation: Achieving Arbitrary Accuracy with Fixed Number of Neurons. CoRR (2021)
Zuowei Shen, Haizhao Yang, Shijun Zhang
Neural network approximation: Three hidden layers are enough. Neural Networks 141 (2021)
Zuowei Shen, Haizhao Yang, Shijun Zhang
Deep Network With Approximation Error Being Reciprocal of Width to Power of Square Root of Depth. Neural Comput. 33 (4) (2021)
Hong Wang, Yichen Wu, Qi Xie, Qian Zhao, Yong Liang, Shijun Zhang, Deyu Meng
Structural residual learning for single image rain removal. Knowl. Based Syst. 213 (2021)
Jianfeng Lu, Zuowei Shen, Haizhao Yang, Shijun Zhang
Deep Network Approximation for Smooth Functions. SIAM J. Math. Anal. 53 (5) (2021)
Zuowei Shen, Haizhao Yang, Shijun Zhang
ReLU Network Approximation in Terms of Intrinsic Parameters. CoRR (2021)
Pengfei Yu, Danni Wang, Shijun Zhang
Research on Identification Method of Sensitive Data in Power System. ICBDS (2021)
Zuowei Shen, Haizhao Yang, Shijun Zhang
Optimal Approximation Rate of ReLU Networks in terms of Width and Depth. CoRR (2021)
Jianfeng Lu, Zuowei Shen, Haizhao Yang, Shijun Zhang
Deep Network Approximation for Smooth Functions. CoRR (2020)
Zuowei Shen, Haizhao Yang, Shijun Zhang
Deep Network Approximation with Discrepancy Being Reciprocal of Width to Power of Depth. CoRR (2020)
Zuowei Shen, Haizhao Yang, Shijun Zhang
Neural Network Approximation: Three Hidden Layers Are Enough. CoRR (2020)
Zuowei Shen, Haizhao Yang, Shijun Zhang
Nonlinear Approximation via Compositions. CoRR (2019)
Zuowei Shen, Haizhao Yang, Shijun Zhang
Deep Network Approximation Characterized by Number of Neurons. CoRR (2019)
Zuowei Shen, Haizhao Yang, Shijun Zhang
Nonlinear approximation via compositions. Neural Networks 119 (2019)
Shuhong Cheng, Jiyong Ma, Shijun Zhang
Smoke detection and trend prediction method based on Deeplabv3+ and generative adversarial network. J. Electronic Imaging 28 (3) (2019)
Wei Jing, Dudong Feng, Pinchao Zhang, Shijun Zhang, Sihan Lin, Bowei Tang
A Multi-Objective Optimization-based Path Planning Method for Parallel Parking of Autonomous Vehicle via Nonlinear Programming. ICARCV (2018)
Gongbo Zhang, Debarati Roychowdhury, Pengyuan Li, Heng-Yi Wu, Shijun Zhang, Lang Li, Hagit Shatkay
Identifying Experimental Evidence in Biomedical Abstracts Relevant to Drug-Drug Interactions. BCB (2018)
Shuhong Cheng, Yonglai Guan, Shijun Zhang, Shuchun Cheng
Wheel Model Recognition Based on Minimum Distance. J. Inf. Hiding Multim. Signal Process. 8 (6) (2017)
Fuyang Chen, Shijun Zhang, Bin Jiang, Gang Tao
Multiple model-based fault detection and diagnosis for helicopter with actuator faults via quantum information technique. J. Syst. Control. Eng. 228 (3) (2014)
Shijun Zhang, Yuan Chai
The decision model of assessing the supply chain risk based on intuitionistic fuzzy relations. FSKD (2010)
Shijun Zhang, Xin Yu, Shao-hua Yu, Benxiong Huang
A DMR Fair Algorithm for Realtime Scheduler. FGCN (1) (2008)