Junpeng Zhang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 58

Top Topics

Image Classification

Gene Expression

Object Detection

Structured Sparsity

Top Venues

Briefings Bioinform.

Publications

Qiyu Yang, Zheng-Dong Luo, Fei Xiao, Junpeng Zhang, Dawei Zhang, Dongxin Tan, Xuetao Gan, Yan Liu, Zhufei Chu, Yinshui Xia, Genquan Han
Solid-state non-volatile memories based on vdW heterostructure-based vertical-transport ferroelectric field-effect transistors. Sci. China Inf. Sci. 67 (6) (2024)
Junpeng Zhang, Qing Li, Liang Lin, Quanshi Zhang
Two-Phase Dynamics of Interactions Explains the Starting Point of a DNN Learning Over-Fitted Features. CoRR (2024)
Mengqian Li, Youliang Tian, Junpeng Zhang, Zhou Zhou, Dongmei Zhao, Jianfeng Ma
IMFL: An Incentive Mechanism for Federated Learning With Personalized Protection. IEEE Internet Things J. 11 (13) (2024)
Huizhen Yang, Songzhen Zhang, Junpeng Zhang, Chen Wang
Evaluating the performance of athletes in various sports using data mining and big data analytics. Soft Comput. 28 (4) (2024)
Junpeng Zhang, Hui Zhu, Fengwei Wang, Yandong Zheng, Zhe Liu, Hui Li
iDP-FL: A fine-grained and privacy-aware federated learning framework for deep neural networks. Inf. Sci. 679 (2024)
Shuling Chen, Fuwen Qiu, Chunsheng Jing, Yun Qiu, Junpeng Zhang
Unraveling the Influence of Equatorial Waves on Post-Monsoon Sea Surface Salinity Anomalies in the Bay of Bengal. Remote. Sens. 16 (8) (2024)
Weibo Wang, Yu Wang, Junpeng Zhang, Chunsheng Jing, Rui Ding
Assessment of the Impact of Pacific Inflow on Sea Surface Temperature Prior to the Freeze-Up Period over the Bering Sea. Remote. Sens. 16 (1) (2024)
Qihan Ren, Yang Xu, Junpeng Zhang, Yue Xin, Dongrui Liu, Quanshi Zhang
Towards the Dynamics of a DNN Learning Symbolic Interactions. CoRR (2024)
Xingjun Chen, Zimeng Wang, Junpeng Zhang
Dynamic Assignment of Multi-UAV Marine Search and Rescue Missions Under the Condition of Intelligence Support. DSA (2023)
Junpeng Zhang, Yue Ju, Bo Wahlberg, Biqiang Mu, Tianshi Chen
An Efficient Implementation for Bayesian Manifold Regularization Method. CDC (2023)
Xu Wang, Demin Zhang, Qi Lan, Cong Wang, Junpeng Zhang, Mengruo Shen, Yong Lei
Micro-needle Dynamic Anchoring Foot Design for Underwater Drilling Robot. ICIRA (3) (2023)
Junpeng Zhang, Yue Ju, Biqiang Mu, Renxin Zhong, Tianshi Chen
An efficient implementation for spatial-temporal Gaussian process regression and its applications. Autom. 147 (2023)
Yun Lan, Meng Wang, Chengwei Wan, Junpeng Zhang
A Comprehensive Management Platform for a Complex Information and Communication System. EITCE (2023)
Qiaoping Hu, Chuanneng Mei, Fei Jiang, Ruimin Shen, Yitian Zhang, Ce Wang, Junpeng Zhang
RFAU: A Database for Facial Action Unit Analysis in Real Classrooms. IEEE Trans. Affect. Comput. 13 (3) (2022)
Junpeng Zhang, Yue Ju, Bi-Qiang Mu, Renxin Zhong, Tianshi Chen
An Efficient Implementation for Spatial-Temporal Gaussian Process Regression and Its Applications. CoRR (2022)
Yicheng Xiao, Junpeng Zhang
Knowledge Distillation for Oriented Object Detection on Aerial Images. CoRR (2022)
Weiqiao Zheng, Ping Yang, Rongfeng Lai, Kongyang Zhu, Tao Zhang, Junpeng Zhang, Hongcheng Fu
Exploring Multi-task Learning Based Gender Recognition and Age Estimation for Class-imbalanced Data. INTERSPEECH (2022)
Jifa Chen, Buyang Sun, Lizhe Wang, Bo Fang, Yali Chang, Yukun Li, Junpeng Zhang, Xianlin Lyu, Gang Chen
Semi-supervised semantic segmentation framework with pseudo supervisions for land-use/land-cover mapping in coastal areas. Int. J. Appl. Earth Obs. Geoinformation 112 (2022)
Junpeng Zhang, Xingjun Chen
Multi-UAV Reconnaissance Task Assignment based on Wide-Area Search Scenario. DSA (2021)
Guanchong Niu, Junpeng Zhang, Sheng Guo, Man-On Pun, Chung Shue Chen
UAV-Enabled 3D Indoor Positioning and Navigation Based on VLC. ICC (2021)
Junpeng Zhang, Jue Zhang, Xiuping Jia
Learning Via Watching: A Weakly Supervised Moving Object Detector for Satellite Videos. IGARSS (2021)
Hongmin Gao, Junpeng Zhang, Xueying Cao, Zhonghao Chen, Yiyan Zhang, Chenming Li
Dynamic Data Augmentation Method for Hyperspectral Image Classification Based on Siamese Structure. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Jie Feng, Yuping Liang, Junpeng Zhang, Xiangrong Zhang, Quanhe Yao, Licheng Jiao
MidNet: An Anchor-and-Angle-Free Detector for Oriented Ship Detection in Aerial Images. CoRR (2021)
Junpeng Zhang, Lin Liu, Taosheng Xu, Wu Zhang, Chunwen Zhao, Sijing Li, Jiuyong Li, Nini Rao, Thuc Duy Le
Exploring cell-specific miRNA regulation with single-cell miRNA-mRNA co-sequencing data. BMC Bioinform. 22 (1) (2021)
Junpeng Zhang, Mengqian Li, Shuiguang Zeng, Bin Xie, Dongmei Zhao
A survey on security and privacy threats to federated learning. NaNA (2021)
Mengqian Li, Youliang Tian, Junpeng Zhang, Dandan Fan, Dongmei Zhao
The Trade-off Between Privacy and Utility in Local Differential Privacy. NaNA (2021)
Junpeng Zhang, Thin Nguyen, Buu Minh Thanh Truong, Lin Liu, Jiuyong Li, Thuc Duy Le
Computational Methods for Predicting Autism Spectrum Disorder from Gene Expression Data. ADMA (2020)
Junpeng Zhang, Xiuping Jia, Jiankun Hu
Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos. IEEE Trans. Geosci. Remote. Sens. 58 (4) (2020)
Guangbin Wang, Nini Rao, Junpeng Zhang, Wei Zeng, Fengbiao Guo, Ke Liu
miRReg: A Framework for Studying miRNA Regulation in Tetralogy of Fallot. IEEE Access 8 (2020)
Qingrong Li, Hui Liu, Junpeng Zhang, Pengfei Zeng
Target segmentation of industrial smoke image based on LBP Silhouettes coefficient variant (LBPSCV) algorithm. IET Image Process. 14 (12) (2020)
Junpeng Zhang, Taosheng Xu, Lin Liu, Wu Zhang, Chunwen Zhao, Sijing Li, Jiuyong Li, Nini Rao, Thuc Duy Le
LMSM: A modular approach for identifying lncRNA related miRNA sponge modules in breast cancer. PLoS Comput. Biol. 16 (4) (2020)
Junpeng Zhang, Vu Viet Hoang Pham, Lin Liu, Taosheng Xu, Buu Minh Thanh Truong, Jiuyong Li, Nini Rao, Thuc Duy Le
Correction to: Identifying miRNA synergism using multiple-intervention causal inference. BMC Bioinform. 21 (1) (2020)
Junpeng Zhang, Xiuping Jia, Jiankun Hu, Jocelyn Chanussot
Online Structured Sparsity-Based Moving-Object Detection From Satellite Videos. IEEE Trans. Geosci. Remote. Sens. 58 (9) (2020)
Yinghong Fang, Junpeng Zhang, Cewu Lu
Attention-Based Audio-Visual Fusion for Video Summarization. ICONIP (2) (2019)
Junpeng Zhang, Lin Liu, Taosheng Xu, Yong Xie, Chunwen Zhao, Jiuyong Li, Thuc Duy Le
miRspongeR: an R/Bioconductor package for the identification and analysis of miRNA sponge interaction networks and modules. BMC Bioinform. 20 (1) (2019)
Zaipeng Xie, Hanxiang Liu, Junpeng Zhang, Xiaorui Zhu, Hongyu Lin
A Smart Wearable Device for Preventing Indoor Electric Shock Hazards. MLICOM (2019)
Weili Jiang, Zhenhua Chen, Yan Xiang, Dangguo Shao, Lei Ma, Junpeng Zhang
SSEM: A Novel Self-Adaptive Stacking Ensemble Model for Classification. IEEE Access 7 (2019)
Vu Viet Hoang Pham, Junpeng Zhang, Lin Liu, Buu Minh Thanh Truong, Taosheng Xu, Trung T. Nguyen, Jiuyong Li, Thuc Duy Le
Identifying miRNA-mRNA regulatory relationships in breast cancer with invariant causal prediction. BMC Bioinform. 20 (1) (2019)
Junpeng Zhang, Xiuping Jia, Jiankun Hu, Jocelyn Chanussot
Online Structured Sparsity-based Moving Object Detection from Satellite Videos. CoRR (2019)
Guodong Du, Lei Ma, Jinshan Hu, Junpeng Zhang, Yan Xiang, Dangguo Shao, Hongbin Wang
Prediction of 30-Day Readmission: An Improved Gradient Boosting Decision Tree Approach. J. Medical Imaging Health Informatics 9 (3) (2019)
Junpeng Zhang, Fei Jiang
Multi-level Supervised Network for Person Re-identification. ICASSP (2019)
Zhenhua Chen, Weili Jiang, Lei Ma, Junpeng Zhang, Jinshan Hu, Yan Xiang, Dangguo Shao
MEM: a new mixed ensemble model for identifying frauds. Int. J. Inf. Commun. Technol. 15 (3) (2019)
Yiqing Guo, Xiuping Jia, David Paull, Junpeng Zhang, Adnan Farooq, Xiaolin Chen, Md. Nazrul Islam
A Drone-Based Sensing System to Support Satellite Image Analysis for Rice Farm Mapping. IGARSS (2019)
Junpeng Zhang, Xiuping Jia, Jiankun Hu
Error Bounded Foreground and Background Modeling for Moving Object Detection in Satellite Videos. CoRR (2019)
Junpeng Zhang, Xiuping Jia, Jiankun Hu
Local Region Proposing for Frame-Based Vehicle Detection in Satellite Videos. Remote. Sens. 11 (20) (2019)
Junpeng Zhang, Thuc Duy Le, Lin Liu, Jiuyong Li
Inferring and analyzing module-specific lncRNA-mRNA causal regulatory networks in human cancer. Briefings Bioinform. 20 (4) (2019)
Junpeng Zhang, Xiuping Jia
Improved Low Rank plus Structured Sparsity and Unstructured Sparsity Decomposition for Moving Object Detection in Satellite Videos. IGARSS (2019)
Junpeng Zhang, Xiuping Jia, Jiankun Hu, Kun Tan
Satellite Multi-Vehicle Tracking under Inconsistent Detection Conditions by Bilevel K-Shortest Paths Optimization. DICTA (2018)
Taosheng Xu, Ning Su, Lin Liu, Junpeng Zhang, Hongqiang Wang, Weijia Zhang, Jie Gui, Kui Yu, Jiuyong Li, Thuc Duy Le
miRBaseConverter: an R/Bioconductor package for converting and retrieving miRNA name, accession, sequence and family information in different versions of miRBase. BMC Bioinform. (19) (2018)
Junpeng Zhang, Xiuping Jia, Jiankun Hu
An Effective Zoom-In Approach for Detecting DIM and Small Target Proposals in Satellite Imagery. IGARSS (2018)
Junpeng Zhang, Lin Liu, Jiuyong Li, Thuc Duy Le
LncmiRSRN: identification and analysis of long non-coding RNA related miRNA sponge regulatory network in human cancer. Bioinform. 34 (24) (2018)
Ting Wu, Duo Chen, Qiqi Chen, Rui Zhang, Wenyu Zhang, Yuejun Li, Ling Zhang, Hongyi Liu, Suiren Wan, Tianzi Jiang, Junpeng Zhang
Automatic Lateralization of Temporal Lobe Epilepsy Based on MEG Network Features Using Support Vector Machines. Complex. 2018 (2018)
Ling He, Jing Zhang, Qi Liu, Junpeng Zhang, Heng Yin, Margaret Lech
Automatic detection of glottal stop in cleft palate speech. Biomed. Signal Process. Control. 39 (2018)
Thuc Duy Le, Junpeng Zhang, Lin Liu, Buu Minh Thanh Truong, Shu Hu, Taosheng Xu, Jiuyong Li
Identifying microRNA targets in epithelial-mesenchymal transition using joint-intervention causal inference. CSBio (2017)
Junpeng Zhang, Thuc Duy Le, Lin Liu, Jiuyong Li
Inferring miRNA sponge co-regulation of protein-protein interactions in human breast cancer. BMC Bioinform. 18 (1) (2017)
Junpeng Zhang, Thuc Duy Le, Lin Liu, Jiuyong Li
Identifying miRNA sponge modules using biclustering and regulatory scores. BMC Bioinform. 18 (S-3) (2017)
Thuc Duy Le, Junpeng Zhang, Lin Liu, Jiuyong Li
Computational methods for identifying miRNA sponge interactions. Briefings Bioinform. 18 (4) (2017)
Junpeng Zhang, Xiuping Jia, Jiankun Hu
Motion Flow Clustering for Moving Vehicle Detection from Satellite High Definition Video. DICTA (2017)
Kun Tan, Junpeng Zhang, Qian Du, Xuesong Wang
GPU Parallel Implementation of Support Vector Machines for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (10) (2015)
Thuc Duy Le, Lin Liu, Junpeng Zhang, Bing Liu, Jiuyong Li
From miRNA regulation to miRNA-TF co-regulation: computational approaches and challenges. Briefings Bioinform. 16 (3) (2015)
Junpeng Zhang, Thuc Duy Le, Lin Liu, Bing Liu, Jianfeng He, Gregory J. Goodall, Jiuyong Li
Inferring condition-specific miRNA activity from matched miRNA and mRNA expression data. Bioinform. 30 (21) (2014)
Junpeng Zhang, Thuc Duy Le, Lin Liu, Bing Liu, Jianfeng He, Gregory J. Goodall, Jiuyong Li
Identifying direct miRNA-mRNA causal regulatory relationships in heterogeneous data. J. Biomed. Informatics 52 (2014)
Qi Zhang, Junpeng Zhang, Jianmei Gao, Jianfeng He, Xinmin Yan, Lei Ma, Xianwen Zhang, Jiuyong Li
A Study of the Single Point Mutation Loci in the Hepatitis B Virus Sequences via Optimal Risk and Preventive Sets with Weights. APWeb (2012)
Junpeng Zhang, Xuyang Huo
New beamformers for waveform reconstruction of the correlated EEG sources. BMEI (2012)
Junpeng Zhang, Bing Liu, Jianfeng He, Lei Ma, Jiuyong Li
Inferring functional miRNA-mRNA regulatory modules in epithelial-mesenchymal transition with a probabilistic topic model. Comput. Biol. Medicine 42 (4) (2012)
Yang Yu, Junpeng Zhang, Jianfeng He, Lei Ma
Gene differential expression analysis for leukemia based on relative risk. BMEI (2011)
Junpeng Zhang, Jianfeng He, Lei Ma, Jiuyong Li
ORPSW: a new classifier for gene expression data based on optimal risk and preventive patterns. J. Comput. 6 (6) (2011)
Yuan Cui, Qifeng Jia, Junpeng Zhang
Localization of brain electrical activity by a combination of beamforming and independent component analysis. BMEI (2011)