Guojun Zhang

ORCID

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 76

Top Venues

Publications

Mahdi Beitollahi, Alex Bie, Sobhan Hemati, Leo Maxime Brunswic, Xu Li, Xi Chen, Guojun Zhang
Parametric Feature Transfer: One-shot Federated Learning with Foundation Models. CoRR (2024)
Jie Zhang, Guojun Zhang, Yanan Geng, Weirong Ren, Shan Zhu, Guochang Liu, Yan Liu, Li Jia, Xiangzheng Kong, Jiangjiang Wang, Wendong Zhang
Research on the Nested Package Structure of a MEMS Vector Hydrophone. IEEE Trans. Instrum. Meas. 73 (2024)
Wuyi Ming, Xudong Guo, Guojun Zhang, Yinxia Liu, Yongxin Wang, Hongmei Zhang, Haofang Liang, Yuan Yang
Recent advances in the precision control strategy of artificial pancreas. Medical Biol. Eng. Comput. 62 (6) (2024)
Caiwen Xu, Jie Feng, Yong Yue, Wanjun Cheng, Dianning He, Shouliang Qi, Guojun Zhang
A hybrid few-shot multiple-instance learning model predicting the aggressiveness of lymphoma in PET/CT images. Comput. Methods Programs Biomed. 243 (2024)
Yifei He, Shiji Zhou, Guojun Zhang, Hyokun Yun, Yi Xu, Belinda Zeng, Trishul Chilimbi, Han Zhao
Robust Multi-Task Learning with Excess Risks. CoRR (2024)
Zhihao Wang, Wendong Zhang, Renxin Wang, Changde He, Shurui Liu, Jingwen Wang, Zhaodong Li, Xiaoxing Lu, Yun Qin, Guojun Zhang, Jiangong Cui, Yuhua Yang, Licheng Jia
Investigation of Submerged MEMS Ultrasonic Sensors for Underwater Obstacle Avoidance Application. Remote. Sens. 16 (3) (2024)
Tian Zhang, Haidong Hu, Yufeng Liang, Xiufeng Liu, Youmin Rong, Congyi Wu, Guojun Zhang, Yu Huang
A novel path planning approach to minimize machining time in laser machining of irregular micro-holes using adaptive discrete grey wolf optimizer. Comput. Ind. Eng. 193 (2024)
Yiwei Lu, Guojun Zhang, Sun Sun, Hongyu Guo, Yaoliang Yu
f-MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning. CoRR (2024)
Guojun Zhang, Mahdi Beitollahi, Alex Bie, Xi Chen
Understanding the Role of Layer Normalization in Label-Skewed Federated Learning. Trans. Mach. Learn. Res. 2024 (2024)
Pengcheng Shi, Xinyi Wang, Guojun Zhang, Wendong Zhang, Jiangong Cui, Hua Tian, Guofu Wang
Design and Test of a PCG-ECG Synchronous Auscultation System. IEEE Trans. Instrum. Meas. 73 (2024)
Ahmad Rashid, Serena Hacker, Guojun Zhang, Agustinus Kristiadi, Pascal Poupart
Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks. AISTATS (2024)
Nader Asadi, Mahdi Beitollahi, Yasser H. Khalil, Yinchuan Li, Guojun Zhang, Xi Chen
Does Combining Parameter-efficient Modules Improve Few-shot Transfer Accuracy? CoRR (2024)
Yihan Wang, Yiwei Lu, Guojun Zhang, Franziska Boenisch, Adam Dziedzic, Yaoliang Yu, Xiao-Shan Gao
Alignment Calibration: Machine Unlearning for Contrastive Learning under Auditing. CoRR (2024)
Haolin Yu, Guojun Zhang, Pascal Poupart
FedLog: Personalized Federated Classification with Less Communication and More Flexibility. CoRR (2024)
Guojun Zhang, Yi Gao
Structured Measurement Matrices Based on Deterministic Fourier Matrices and Gram Matrices. Circuits Syst. Signal Process. 43 (8) (2024)
Mengjiao Qu, Dongze Lv, Jie Zhou, Zexin Wang, Yinfei Zheng, Guojun Zhang, Jin Xie
Sensing and Controlling Strategy for Upper Extremity Prosthetics Based on Piezoelectric Micromachined Ultrasound Transducer. IEEE Trans. Biomed. Eng. 71 (4) (2024)
Mohsin Hasan, Guojun Zhang, Kaiyang Guo, Xi Chen, Pascal Poupart
Calibrated One Round Federated Learning with Bayesian Inference in the Predictive Space. AAAI (2024)
Yasser H. Khalil, Amir Hossein Estiri, Mahdi Beitollahi, Nader Asadi, Sobhan Hemati, Xu Li, Guojun Zhang, Xi Chen
DFML: Decentralized Federated Mutual Learning. CoRR (2024)
Vahid Partovi Nia, Guojun Zhang, Ivan Kobyzev, Michael R. Metel, Xinlin Li, Ke Sun, Sobhan Hemati, Masoud Asgharian, Linglong Kong, Wulong Liu, Boxing Chen
Mathematical Challenges in Deep Learning. CoRR (2023)
Yiwei Lu, Guojun Zhang, Sun Sun, Hongyu Guo, Yaoliang Yu
f-MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning. Trans. Mach. Learn. Res. 2023 (2023)
Yuchao Hou, Wendong Zhang, Rong Cheng, Guojun Zhang, Yanjie Guo, Yan Hao, Hongxin Xue, Zhihao Wang, Long Wang, Yanping Bai
Meta-adaptive-weighting-based bilateral multi-dimensional refined space feature attention network for imbalanced breast cancer histopathological image classification. Comput. Biol. Medicine 164 (2023)
Mohsin Hasan, Guojun Zhang, Kaiyang Guo, Xi Chen, Pascal Poupart
Calibrated One Round Federated Learning with Bayesian Inference in the Predictive Space. CoRR (2023)
Yanan Geng, Weirong Ren, Guojun Zhang, Peng Chen, Shan Zhu, Yifan Zhang, Yan Liu, Li Jia, Jie Zhang, Yansong Wang, Wendong Zhang
Design and Fabrication of Hollow Mushroom-Like Cilia MEMS Vector Hydrophone. IEEE Trans. Instrum. Meas. 72 (2023)
Guojun Zhang, Saber Malekmohammadi, Xi Chen, Yaoliang Yu
Proportional Fairness in Federated Learning. Trans. Mach. Learn. Res. 2023 (2023)
Shan Zhu, Guojun Zhang, Daiyue Wu, Li Jia, Yifan Zhang, Yanan Geng, Yan Liu, Weirong Ren, Wendong Zhang
High Signal-to-Noise Ratio MEMS Noise Listener for Ship Noise Detection. Remote. Sens. 15 (3) (2023)
Fan Meng, Guocan Zhao, Guojun Zhang, Zhi Li, Kaimeng Ding
Visual Detection and Association Tracking of Dim Small Ship Targets from Optical Image Sequences of Geostationary Satellite Using Multispectral Radiation Characteristics. Remote. Sens. 15 (8) (2023)
Guojun Zhang, Mahdi Beitollahi, Alex Bie, Xi Chen
Normalization Is All You Need: Understanding Layer-Normalized Federated Learning under Extreme Label Shift. CoRR (2023)
Sobhan Hemati, Guojun Zhang, Amir Hossein Estiri, Xi Chen
Understanding Hessian Alignment for Domain Generalization. ICCV (2023)
Sobhan Hemati, Guojun Zhang, Amir Estiri, Xi Chen
Understanding Hessian Alignment for Domain Generalization. CoRR (2023)
Weinan Liu, Guojun Zhang, Yu Huang, Wenyuan Li, Youmin Rong, Ranwu Yang
A novel monitoring method of nanosecond laser scribing float glass with acoustic emission. J. Intell. Manuf. 34 (4) (2023)
Alex Bie, Gautam Kamath, Guojun Zhang
Private GANs, Revisited. CoRR (2023)
Xingkun Li, Guangyu Tian, Zhenghong Lu, Guojun Zhang
YOLO V5-MAX: A Multi-object Detection Algorithm in Complex Scenes. ICPS (2023)
Ahmad Rashid, Serena Hacker, Guojun Zhang, Agustinus Kristiadi, Pascal Poupart
Preventing Arbitrarily High Confidence on Far-Away Data in Point-Estimated Discriminative Neural Networks. CoRR (2023)
Qingyu Qiao, Xiangzheng Kong, Shufeng Wu, Guochang Liu, Guojun Zhang, Hua Yang, Wendong Zhang, Yuhua Yang, Licheng Jia, Changde He, Jiangong Cui, Renxin Wang
A Bio-Inspired MEMS Wake Detector for AUV Tracking and Coordinated Formation. Remote. Sens. 15 (11) (2023)
Sobhan Hemati, Mahdi Beitollahi, Amir Hossein Estiri, Bassel Al Omari, Xi Chen, Guojun Zhang
Cross Domain Generative Augmentation: Domain Generalization with Latent Diffusion Models. CoRR (2023)
Alex Bie, Gautam Kamath, Guojun Zhang
Private GANs, Revisited. Trans. Mach. Learn. Res. 2023 (2023)
Artur Back de Luca, Guojun Zhang, Xi Chen, Yaoliang Yu
Mitigating Data Heterogeneity in Federated Learning with Data Augmentation. CoRR (2022)
Dihong Jiang, Guojun Zhang, Mahdi Karami, Xi Chen, Yunfeng Shao, Yaoliang Yu
-VAE: Differentially Private Pre-trained Variational Autoencoders. CoRR (2022)
Mohsin Hasan, Zehao Zhang, Kaiyang Guo, Mahdi Karami, Guojun Zhang, Xi Chen, Pascal Poupart
Robust One Round Federated Learning with Predictive Space Bayesian Inference. CoRR (2022)
Guojun Zhang, Pascal Poupart, Yaoliang Yu
Optimality and Stability in Non-Convex Smooth Games. J. Mach. Learn. Res. 23 (2022)
Zeou Hu, Kiarash Shaloudegi, Guojun Zhang, Yaoliang Yu
Federated Learning Meets Multi-Objective Optimization. IEEE Trans. Netw. Sci. Eng. 9 (4) (2022)
Renxin Wang, Qingyu Qiao, Shasha Yang, Xiangzheng Kong, Guochang Liu, Xu Chen, Hua Yang, Dalei Song, Licheng Jia, Jiangong Cui, Changde He, Yuhua Yang, Guojun Zhang, Chenyang Xue, Wendong Zhang
High-Sensitivity MEMS Shear Probe for Autonomous Profiling Observation of Marine Turbulence. Remote. Sens. 14 (19) (2022)
Jingyu Wang, Guojun Zhang, Ke Zhang, Yue Zhao, Qi Wang, Xuelong Li
Detection of Small Aerial Object Using Random Projection Feature With Region Clustering. IEEE Trans. Cybern. 52 (5) (2022)
Haolin Yu, Kaiyang Guo, Mahdi Karami, Xi Chen, Guojun Zhang, Pascal Poupart
Federated Bayesian Neural Regression: A Scalable Global Federated Gaussian Process. CoRR (2022)
Ehsan Imani, Guojun Zhang, Jun Luo, Pascal Poupart, Yangchen Pan
Label Alignment Regularization for Distribution Shift. CoRR (2022)
Guojun Zhang, Saber Malekmohammadi, Xi Chen, Yaoliang Yu
Equality Is Not Equity: Proportional Fairness in Federated Learning. CoRR (2022)
Haoyu Tan, Guochang Liu, Haoxuan Li, Guojun Zhang, Jiangong Cui, Yuhua Yang, Changde He, Licheng Jia, Wendong Zhang, Renxin Wang
Research on Self-Noise Suppression of Marine Acoustic Sensor Arrays. Remote. Sens. 14 (24) (2022)
David Acuna, Marc T. Law, Guojun Zhang, Sanja Fidler
Domain Adversarial Training: A Game Perspective. CoRR (2022)
David Acuna, Marc T. Law, Guojun Zhang, Sanja Fidler
Domain Adversarial Training: A Game Perspective. ICLR (2022)
Guojun Zhang, Han Zhao, Yaoliang Yu, Pascal Poupart
Quantifying and Improving Transferability in Domain Generalization. NeurIPS (2021)
Sicun Duan, Weidong Wang, Sai Zhang, Xi Yang, Yu Zhang, Guojun Zhang
A Bionic MEMS Electronic Stethoscope With Double-Sided Diaphragm Packaging. IEEE Access 9 (2021)
Guojun Zhang, Han Zhao, Yaoliang Yu, Pascal Poupart
Quantifying and Improving Transferability in Domain Generalization. CoRR (2021)
David Acuna, Guojun Zhang, Marc T. Law, Sanja Fidler
f-Domain Adversarial Learning: Theory and Algorithms. ICML (2021)
David Acuna, Guojun Zhang, Marc T. Law, Sanja Fidler
f-Domain-Adversarial Learning: Theory and Algorithms. CoRR (2021)
Wuyi Ming, Chen Cao, Guojun Zhang, Hongmei Zhang, Fei Zhang, Zhiwen Jiang, Jie Yuan
Review: Application of Convolutional Neural Network in Defect Detection of 3C Products. IEEE Access 9 (2021)
Zeming Jian, Yifan Huang, Lei Nie, Mengran Liu, Guojun Zhang
Research on "Cylinder-Four-Beam" Microstructure Improvement of MEMS Bionic Vector Hydrophone. J. Sensors 2021 (2021)
Guojun Zhang, Yaoliang Yu
Convergence of Gradient Methods on Bilinear Zero-Sum Games. ICLR (2020)
Zeou Hu, Kiarash Shaloudegi, Guojun Zhang, Yaoliang Yu
FedMGDA+: Federated Learning meets Multi-objective Optimization. CoRR (2020)
Guojun Zhang, Pascal Poupart, Yaoliang Yu
Optimality and Stability in Non-Convex-Non-Concave Min-Max Optimization. CoRR (2020)
Guojun Zhang, Kaiwen Wu, Pascal Poupart, Yaoliang Yu
Newton-type Methods for Minimax Optimization. CoRR (2020)
Guojun Zhang, Jinchuan Cui
A general inverse DEA model for non-radial DEA. Comput. Ind. Eng. 142 (2020)
Ming Li, Guojun Zhang, Yunliang Chen, Chunshan Zhou
Evaluation of Residential Housing Prices on the Internet: Data Pitfalls. Complex. 2019 (2019)
Haixia Li, Yongfeng Ren, Guojun Zhang, Renxin Wang, Jiangong Cui, Wendong Zhang
Detection and Classification of Abnormities of First Heart Sound Using Empirical Wavelet Transform. IEEE Access 7 (2019)
Guojun Zhang, Pascal Poupart, George Trimponias
Comparing EM with GD in Mixture Models of Two Components. UAI (2019)
Guojun Zhang, Zhiqi Li, Fenglei Ni, Hong Liu
. AIM (2019)
Mengran Liu, Lei Nie, Shanqiang Li, Wen Jia, Lansheng Zhang, Guojun Zhang, Wendong Zhang
Array MEMS Vector Hydrophone Oriented at Different Direction Angles. Sensors 19 (19) (2019)
Cui Zhao, Ying Liang, Chunlin Li, Runshi Gao, Jing Wei, Rui Zuo, Yihua Zhong, Zhaohui Ren, Xinling Geng, Guojun Zhang, Xu Zhang
Localization of Epileptogenic Zone Based on Cortico-Cortical Evoked Potential (CCEP): A Feature Extraction and Graph Theory Approach. Frontiers Neuroinformatics 13 (2019)
Guojun Zhang, Pascal Poupart, George Trimponias
Comparing EM with GD in Mixture Models of Two Components. CoRR (2019)
Jinlong Song, Renxin Wang, Guojun Zhang, Zhenzhen Shang, Lansheng Zhang, Wendong Zhang
A Monolithic Integration Bio-Inspired Three-Dimensional MEMS Vector Hydrophone. IEEE Access 7 (2019)
Hongyan Li, Yunliang Chen, Guojun Zhang, Jianxin Li, Nian Zhang, Bo Du, Hao Liu, Naixue Xiong
Transmission Line Ice Coating Prediction Model Based on EEMD Feature Extraction. IEEE Access 7 (2019)
Guojun Zhang, Yaoliang Yu
Convergence Behaviour of Some Gradient-Based Methods on Bilinear Games. CoRR (2019)
Chang Liu, Chenyang Xue, Binzhen Zhang, Guojun Zhang, Changde He
The Application of an Ultrasound Tomography Algorithm in a Novel Ring 3D Ultrasound Imaging System. Sensors 18 (5) (2018)
Guojun Zhang, Mengran Liu, Nixin Shen, Xubo Wang, Wendong Zhang
The Development of the Differential MEMS Vector Hydrophone. Sensors 17 (6) (2017)
Zhaoyang Yang, Guojun Zhang, Haiping Zhu
Multi-neighborhood based path relinking for two-sided assembly line balancing problem. J. Comb. Optim. 32 (2) (2016)
Huishu Hou, Guojun Zhang
Remote System for Oil Spill Detection Based on ZigBee and GIS. Int. J. Online Eng. 12 (11) (2016)
Guojun Zhang, Mengran Liu, Nan Guo, Wendong Zhang
Design of the MEMS Piezoresistive Electronic Heart Sound Sensor. Sensors 16 (11) (2016)
Xiaopeng Song, Zeming Jian, Guojun Zhang, Mengran Liu, Nan Guo, Wendong Zhang
New Research on MEMS Acoustic Vector Sensors Used in Pipeline Ground Markers. Sensors 15 (1) (2015)
Liping Chen, Weitao Ha, Guojun Zhang
Evaluation Model of Web Service Health Level on End-to-End Network Based on Artificial Immune. CIS (2015)
Weitao Ha, Guojun Zhang, Liping Chen
Conformance Checking and QoS Selection Based on CPN for Web Service Composition. Int. J. Pattern Recognit. Artif. Intell. 29 (2) (2015)
Hui Yin, Guojun Zhang, Haiping Zhu, Yuhao Deng, Fei He
An integrated model of statistical process control and maintenance based on the delayed monitoring. Reliab. Eng. Syst. Saf. 133 (2015)
Liping Chen, Guojun Zhang, Weitao Ha
Conformance checking for interaction of web service composition with temporal logic. Int. J. Sens. Networks 16 (4) (2014)
Qiang Cheng, Chuanming Xiao, Guojun Zhang, Peihua Gu, Ligang Cai
An Analytical Robust Design Optimization Methodology Based on Axiomatic Design Principles. Qual. Reliab. Eng. Int. 30 (7) (2014)
Guojun Zhang
Selection of QoS Support on Artificial Immune Network Classifier for Dynamic Web Service Composition. CIS (2014)
Yuhao Deng, Haiping Zhu, Guojun Zhang, Hui Yin
Design and implementation of an 'Internet of Things' based quality control system. IC3INA (2013)
Liping Chen, Guojun Zhang
A Petri Net Approach to Reliable Execution for Web Service Composition. CIS (2013)
Guojun Zhang
Conformance Checking and QoS Optimizing of Web Service Composition. CIS (2013)
Qiang Cheng, Chuanming Xiao, Ligang Cai, Guojun Zhang, Peihua Gu
A product modular design method based on axiomatic design. CSCWD (2012)
Qiang Cheng, Guojun Zhang, Peihua Gu, Xinyu Shao
A product module identification approach based on axiomatic design and design structure matrix. Concurr. Eng. Res. Appl. 20 (3) (2012)
Peng Wang, Guojun Zhang, Chenyang Xue, Wendong Zhang, Jijun Xiong
Self-adapting root-MUSIC algorithm and its real-valued formulation for acoustic vector sensor array. EURASIP J. Adv. Signal Process. 2012 (2012)
Guojun Zhang, Panpan Wang, Linggang Guan, Jijun Xiong, Wendong Zhang
Improvement of the MEMS bionic vector hydrophone. Microelectron. J. 42 (5) (2011)
Guojun Zhang, Liping Chen, Weitao Ha
The Design of Cooperative Intrusion Detection System. CIS (2011)
Liping Chen, Guojun Zhang, Weitao Ha
A Reliable Service Quality Evaluation Model in the Web Services Community. CIS (2010)
Li Li, Bo Fu, Wen Xu, Bo Li, Guojun Zhang
Image analysis by discrete radial Tchebichef moments. FSKD (2010)
Guojun Zhang, Luo Zhu, Bo Fu, Bo Li, Jiaping Liao, XiuXiang Fan, Zheng Xi
A symmetry and bi-recursive algorithm of accurately computing Krawtchouk moments. Pattern Recognit. Lett. 31 (7) (2010)
Guojun Zhang, Panpan Wang, Chenyang Xue, Qiu-lin Tan, Jijun Xiong, Wendong Zhang
Package improvements and testing of a novel MEMS bionic vector hydrophone. NEMS (2010)
Luo Zhu, Jiaping Liao, Xiaoqin Tong, Li Luo, Bo Fu, Guojun Zhang
Image Analysis by Modified Krawtchouk Moments. ISNN (3) (2009)
Liping Chen, Weitao Ha, Guojun Zhang
A New Web Service Evaluation Model with Fuzzy C-Means Artificial Immune Network Memory Classifier. CIS (2) (2009)
Guojun Zhang
A Modified SVM Classifier Based on RS in Medical Disease Prediction. ISCID (1) (2009)
Guojun Zhang, Yaolong Li
Global Rank Axioms of Greedoids on Partially Ordered Set. CIS (2) (2009)
Guojun Zhang
Attribute Reduction Algorithm Research Based on Golden Section and Back Elimination. ISCID (1) (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Guojun Zhang