Sheng Ren

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 34

Top Topics

Sparse Sampling

Image Generation

Infectious Disease

Super Resolution

Top Venues

J. Ambient Intell. Humaniz. Comput.

IEEE Trans. Intell. Transp. Syst.

Publications

Zheng Wu, Feihong Zhu, Kehua Guo, Sheng Ren, Chao Liu, Hui Fang
Modal adaptive super-resolution for medical images via continual learning. Signal Process. 217 (2024)
Tianyi Tu, Ye Su, Yayuan Tang, Guoqiang Guo, Wenxue Tan, Sheng Ren
SHFW: second-order hybrid fusion weight-median algorithm based on machining learning for advanced IoT data analytics. Wirel. Networks 30 (6) (2024)
Sheng Ren, Rui Cao, Wenxue Tan, Yayuan Tang
Semantic-Aware Guided Low-Light Image Super-Resolution. IEEE Access 12 (2024)
Kehua Guo, Changchun Shen, Xiaokang Zhou, Sheng Ren, Min Hu, Minxue Shen, Xiang Chen, Haifu Guo
Traffic Data-Empowered XGBoost-LSTM Framework for Infectious Disease Prediction. IEEE Trans. Intell. Transp. Syst. 25 (1) (2024)
Jing Xu, Wentao Shi, Sheng Ren, Pan Gao, Peng Zhou, Jie Qin
Sparse Sampling is All You Need for Fast Wrong-way Cycling Detection in CCTV Videos. CoRR (2024)
Kehua Guo, Zheng Wu, Weizheng Wang, Sheng Ren, Xiaokang Zhou, Thippa Reddy Gadekallu, Entao Luo, Chao Liu
GRTR: Gradient Rebalanced Traffic Sign Recognition for Autonomous Vehicles. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Sheng Ren, Ping Yang, Xiaoqiang Wang, Jianping Xu
A reconstructed LCC-LCC compensated inductive power transfer system with inherent constant current to constant voltage transition capability. Int. J. Circuit Theory Appl. 52 (1) (2024)
Sheng Ren, Kehua Guo, Xiaokang Zhou, Bin Hu, Feihong Zhu, Entao Luo
Medical Image Super-Resolution Based on Semantic Perception Transfer Learning. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (4) (2023)
Kehua Guo, Jie Chen, Tian Qiu, Shaojun Guo, Tao Luo, Tianyu Chen, Sheng Ren
MedGAN: An adaptive GAN approach for medical image generation. Comput. Biol. Medicine 163 (2023)
Kehua Guo, Zhuo Zhang, Haifu Guo, Sheng Ren, Lei Wang, Xiaokang Zhou, Chao Liu
Video Super-Resolution Based on Inter-Frame Information Utilization for Intelligent Transportation. IEEE Trans. Intell. Transp. Syst. 24 (11) (2023)
Sheng Ren, Yan He, Xiaokang Wang, Kehua Guo, Silvio Barra, Jianqi Li
CIOD: an intelligent class-incremental object detection system with nearest mean of exemplars. J. Ambient Intell. Humaniz. Comput. 14 (8) (2023)
Tianyi Tu, Ye Su, Yayuan Tang, Wenxue Tan, Sheng Ren
A More Flexible and Robust Feature Selection Algorithm. IEEE Access 11 (2023)
Sheng Ren, Kehua Guo, Jianguang Ma, Feihong Zhu, Bin Hu, Haoming Zhou
Realistic medical image super-resolution with pyramidal feature multi-distillation networks for intelligent healthcare systems. Neural Comput. Appl. 35 (31) (2023)
Zheng Wu, Kehua Guo, Sheng Ren, Xiangyuan Zhu, Rui Ding, Liwei Wang
GREB: gradient re-balanced loss for long-tailed multi-lable classification. J. Ambient Intell. Humaniz. Comput. 14 (6) (2023)
Kehua Guo, Min Hu, Sheng Ren, Fangfang Li, Jian Zhang, Haifu Guo, Xiaoyan Kui
Deep Illumination-Enhanced Face Super-Resolution Network for Low-Light Images. ACM Trans. Multim. Comput. Commun. Appl. 18 (3) (2022)
Xiangyuan Zhu, Kehua Guo, Sheng Ren, Bin Hu, Min Hu, Hui Fang
Lightweight Image Super-Resolution With Expectation-Maximization Attention Mechanism. IEEE Trans. Circuits Syst. Video Technol. 32 (3) (2022)
Xiangyuan Zhu, Kehua Guo, Hui Fang, Liang Chen, Sheng Ren, Bin Hu
Cross View Capture for Stereo Image Super-Resolution. IEEE Trans. Multim. 24 (2022)
Zhuo Zhang, Haifu Guo, Sheng Ren, Kehua Guo
Learning Inter-Frame Information for Space-Time Video Super-Resolution. CBD (2022)
Kehua Guo, Bin Hu, Jianhua Ma, Sheng Ren, Ze Tao, Jian Zhang
Toward Anomaly Behavior Detection as an Edge Network Service Using a Dual-Task Interactive Guided Neural Network. IEEE Internet Things J. 8 (16) (2021)
Sheng Ren, Jianqi Li, Kehua Guo, Fangfang Li
Medical Video Super-Resolution Based on Asymmetric Back-Projection Network With Multilevel Error Feedback. IEEE Access 9 (2021)
Sheng Ren, Jianqi Li, Tianyi Tu, Yibo Peng, Jian Jiang
Towards Efficient Video Detection Object Super-Resolution with Deep Fusion Network for Public Safety. Secur. Commun. Networks 2021 (2021)
Kehua Guo, Tao Luo, Md. Zakirul Alam Bhuiyan, Sheng Ren, Jian Zhang, Di Zhou
Zero shot augmentation learning in internet of biometric things for health signal processing. Pattern Recognit. Lett. 146 (2021)
Sheng Ren, Emily Lei Kang, Jason L. Lu
MCEN: a method of simultaneous variable selection and clustering for high-dimensional multinomial regression. Stat. Comput. 30 (2) (2020)
Jiancun Zhou, Tao Xu, Sheng Ren, Kehua Guo
Two-Stage Spatial Mapping for Multimodal Data Fusion in Mobile Crowd Sensing. IEEE Access 8 (2020)
Yibo Peng, Sheng Ren, Min Hu
The Application of Digital Signature Technology in PKI. ICITEE (2020)
Sheng Ren, Yan He, Neal N. Xiong, Kehua Guo
Towards Class-incremental Object Detection with Nearest Mean of Exemplars. CoRR (2020)
Kehua Guo, Sheng Ren, Md. Zakirul Alam Bhuiyan, Ting Li, Dengchao Liu, Zhonghe Liang, Xiang Chen
MDMaaS: Medical-Assisted Diagnosis Model as a Service With Artificial Intelligence and Trust. IEEE Trans. Ind. Informatics 16 (3) (2020)
Kehua Guo, Haifu Guo, Sheng Ren, Jian Zhang, Xi Li
Towards efficient motion-blurred public security video super-resolution based on back-projection networks. J. Netw. Comput. Appl. 166 (2020)
Bin Hu, Kehua Guo, Jian Zhang, Sheng Ren, Jianhua Ma
Exploring a Humanoid Video-Understanding Algorithm Guided by Behavior. Computer 53 (8) (2020)
Sheng Ren, Haifu Guo, Kehua Guo
Towards Efficient Medical Video Super-Resolution Based on Deep Back-Projection Networks. iThings/GreenCom/CPSCom/SmartData (2019)
Xueqing Jia, Tao Luo, Sheng Ren, Kehua Guo, Fangfang Li
Small sample-based disease diagnosis model acquisition in medical human-centered computing. EURASIP J. Wirel. Commun. Netw. 2019 (2019)
Sheng Ren, Deepak Kumar Jain, Kehua Guo, Tao Xu, Tao Chi
Towards efficient medical lesion image super-resolution based on deep residual networks. Signal Process. Image Commun. 75 (2019)
Xiaoting Zhu, Amy S. Shah, Debi K. Swertfeger, Hailong Li, Sheng Ren, John T. Melchior, Scott M. Gordon, W. Sean Davidson, L. Jason Lu
High-Density Lipoproteins-Associated Proteins and Subspecies Related to Arterial Stiffness in Young Adults with Type 2 Diabetes Mellitus. Complex. 2018 (2018)
Lirong Tan, Xinyu Guo, Sheng Ren, Jeff Epstein, Long J. Lu
A Computational Model for the Automatic Diagnosis of Attention Deficit Hyperactivity Disorder Based on Functional Brain Volume. Frontiers Comput. Neurosci. 11 (2017)
Wei Kang, Jiazhong Zhang, Sheng Ren, Pengfei Lei
method for low-dimensional modeling of fluid dynamic system using POD modes. Commun. Nonlinear Sci. Numer. Simul. 22 (Issues) (2015)