Hongyi Zhang

According to our database, Hongyi Zhang authored at least 98 papers between 1997 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Attacking Modulation Recognition With Adversarial Federated Learning in Cognitive-Radio-Enabled IoT.

Hongyi Zhang, Mingqian Liu, Yunfei Chen, Nan Zhao

IEEE Internet Things J., March, 2024

A lightweight surface defect detection framework combined with dual-domain attention mechanism.

Jun Tang, Zidong Wang, Hongyi Zhang, Han Li, Peishu Wu, Nianyin Zeng

Expert Syst. Appl., March, 2024

Nonlinear transmission exponent for boundedness of solutions to a chemotaxis system with indirect signal production.

Youshan Tao, Hongyi Zhang

Appl. Math. Lett., March, 2024

The exact solutions for the non-isospectral Kaup-Newell hierarchy via the inverse scattering transform.

Hongyi Zhang, Yufeng Zhang, Binlu Feng, Faiza Afzal

Appl. Math. Lett., 2024

2023

Applications of the R-Matrix Method in Integrable Systems.

Binlu Feng, Yufeng Zhang, Hongyi Zhang

Symmetry, September, 2023

A novel attention-based enhancement framework for face mask detection in complicated scenarios.

Hongyi Zhang, Jun Tang, Peishu Wu, Han Li, Nianyin Zeng

Signal Process. Image Commun., August, 2023

Progressive attention integration-based multi-scale efficient network for medical imaging analysis with application to COVID-19 diagnosis.

Tingyi Xie, Zidong Wang, Han Li, Peishu Wu, Huixiang Huang, Hongyi Zhang, Fuad E. Alsaadi, Nianyin Zeng

Comput. Biol. Medicine, June, 2023

Attacking Spectrum Sensing With Adversarial Deep Learning in Cognitive Radio-Enabled Internet of Things.

Mingqian Liu, Hongyi Zhang, Zilong Liu, Nan Zhao

IEEE Trans. Reliab., 2023

Feature-Aligned Stacked Autoencoder: A Novel Semisupervised Deep Learning Model for Pattern Classification of Industrial Faults.

Xinmin Zhang, Hongyi Zhang, Zhihuan Song

IEEE Trans. Artif. Intell., 2023

CrackF-Net: a pixel-level segmentation network for pavement crack detection.

Shen Luan, Xingen Gao, Chen Wang, Hongyi Zhang, Fei Chao, Juqiang Lin, Junqi Huang, Huali Jiang, Feng Lin

J. Electronic Imaging, 2023

EdgeFL: A Lightweight Decentralized Federated Learning Framework.

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson

CoRR, 2023

Learning a Contextualized Multimodal Embedding for Zero-shot Cooking Video Caption Generation.

Lin Wang, Hongyi Zhang, Xingfu Wang, Yan Xiong

Proceedings of the ACM Multimedia Asia 2023, 2023

A Coordination Control Strategy of HVDC with Interline DCPFC: Hierarchical Structure and Parameter Design.

Yurui Zhou, Pengfeng Lin, Miao Zhu, Jing Yi, Hongyi Zhang, Chuanchuan Hou

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Deep Reinforcement Learning for Multiple Agents in a Decentralized Architecture: A Case Study in the Telecommunication Domain.

Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmström Olsson

Proceedings of the 20th International Conference on Software Architecture, 2023

Robust Time-Based Finite-Rate-of-Innovation Sampling Method and Hardware Implementation.

Ning Fu, Hongyi Zhang, Liyan Qiao

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2023

Backdoor Attacks on Multi-Agent Reinforcement Learning-based Spectrum Management.

Hongyi Zhang, Mingqian Liu, Yunfei Chen

Proceedings of the IEEE Global Communications Conference, 2023

QuaFedAsync: Quality-based Asynchronous Federated Learning for the Embedded Systems.

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson

Proceedings of the 49th Euromicro Conference on Software Engineering and Advanced Applications, 2023

A Steel Surface Defect Detection Algorithm Based on Improved YOLOv7.

Yihai Mao, Hongyi Zhang, Xingen Gao, Shen Luan, Yuxing Lin, Xuanhao Qi

Proceedings of the 2023 7th International Conference on Electronic Information Technology and Computer Engineering, 2023

DSCUNet: A multi-view adaptive fusion network for pavement crack segmentation.

Shen Luan, Chen Wang, Hongyi Zhang, Xingen Gao, Yihai Mao

Proceedings of the 2023 7th International Conference on Electronic Information Technology and Computer Engineering, 2023

Multi-Agent Reinforcement Learning in Dynamic Industrial Context.

Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmström Olsson

Proceedings of the 47th IEEE Annual Computers, Software, and Applications Conference, 2023

Datasets and Interfaces for Benchmarking Heterogeneous Graph Neural Networks.

Yijian Liu, Hongyi Zhang, Cheng Yang, Ao Li, Yugang Ji, Luhao Zhang, Tao Li, Jinyu Yang, Tianyu Zhao, Juan Yang, Hai Huang, Chuan Shi

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Bit-Offsetter: A Bit-serial DNN Accelerator with Weight-offset MAC for Bit-wise Sparsity Exploitation.

Siqi He, Hongyi Zhang, Mengjie Li, Haozhe Zhu, Chixiao Chen, Qi Liu, Xiaoyang Zeng

Proceedings of the 5th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2023

Prototype Design of Wearable Multimodal Interaction Based on Preliminary Screening for ADHD in Children in Preschool Age.

Hongyi Zhang, Yike Liu, Sifu Zhu, Xiande Fang

Proceedings of the 22nd Annual ACM Interaction Design and Children Conference, 2023

2022

Complex Knowledge Base Question Answering for Intelligent Bridge Management Based on Multi-Task Learning and Cross-Task Constraints.

Xiaoxia Yang, Jianxi Yang, Ren Li, Hao Li, Hongyi Zhang, Yue Zhang

Entropy, December, 2022

5G Network on Wings: A Deep Reinforcement Learning Approach to UAV-based Integrated Access and Backhaul.

Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson

CoRR, 2022

Coverings and nonlocal symmetries as well as fundamental solutions of nonlinear equations derived from the nonisospectral AKNS hierarchy.

Shiyin Zhao, Yufeng Zhang, Jian Zhou, Hongyi Zhang

Commun. Nonlinear Sci. Numer. Simul., 2022

Brain-computer interface-based target recognition system using transfer learning: A deep learning approach.

Ning Chen, Yimeng Zhang, Jielong Wu, Hongyi Zhang, Vinay Chamola, Victor Hugo C. de Albuquerque

Comput. Intell., 2022

An Empirical Study on Quality Issues of eBay's Big Data SQL Analytics Platform.

Feng Zhu, Lijie Xu, Gang Ma, Shuping Ji, Jie Wang, Gang Wang, Hongyi Zhang, Kun Wan, Mingming Wang, Xingchao Zhang, Yuming Wang, Jingpin Li

Proceedings of the 44th IEEE/ACM International Conference on Software Engineering: Software Engineering in Practice, 2022

Label Leakage and Protection in Two-party Split Learning.

Oscar Li, Jiankai Sun, Xin Yang, Weihao Gao, Hongyi Zhang, Junyuan Xie, Virginia Smith, Chong Wang

Proceedings of the Tenth International Conference on Learning Representations, 2022

Deep Reinforcement Learning in a Dynamic Environment: A Case Study in the Telecommunication Industry.

Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson

Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022

Learning Spatial-Preserved Skeleton Representations for Few-Shot Action Recognition.

Ning Ma, Hongyi Zhang, Xuhui Li, Sheng Zhou, Zhen Zhang, Jun Wen, Haifeng Li, Jingjun Gu, Jiajun Bu

Proceedings of the Computer Vision - ECCV 2022, 2022

Parasitic Covert Adversarial Attack on Deep Learning based Modulation Recognition.

Mingqian Liu, Hongyi Zhang

Proceedings of the 9th International Conference on Dependable Systems and Their Applications, 2022

AL-PA: cross-device profiled side-channel attack using adversarial learning.

Pei Cao, Hongyi Zhang, Dawu Gu, Yan Lu, Yidong Yuan

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

OpenHGNN: An Open Source Toolkit for Heterogeneous Graph Neural Network.

Hui Han, Tianyu Zhao, Cheng Yang, Hongyi Zhang, Yaoqi Liu, Xiao Wang, Chuan Shi

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning.

Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson

Proceedings of the 2022 IEEE Future Networks World Forum, 2022

2021

Three-Dimensional Target Detection Based on RGB-D Data.

Fuchun Jiang, Hongyi Zhang, Chen Zhu

Traitement du Signal, 2021

Unpaired Remote Sensing Image Super-Resolution with Multi-Stage Aggregation Networks.

Lize Zhang, Wen Lu, Yuanfei Huang, Xiaopeng Sun, Hongyi Zhang

Remote. Sens., 2021

One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning.

Chaosheng Dong, Xiaojie Jin, Weihao Gao, Yijia Wang, Hongyi Zhang, Xiang Wu, Jianchao Yang, Xiaobing Liu

CoRR, 2021

Are Working Habits Different Between Well-Performing and at-Risk Students in Online Project-Based Courses?

Mingxiao An, Hongyi Zhang, Jaromír Savelka, Shijie Zhu, Chris Bogart, Majd Sakr

Proceedings of the ITiCSE '21: Proceedings of the 26th ACM Conference on Innovation and Technology in Computer Science Education V.1, Virtual Event, Germany, June 26, 2021

End-to-End Federated Learning for Autonomous Driving Vehicles.

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson

Proceedings of the International Joint Conference on Neural Networks, 2021

Towards Federated Learning: A Case Study in the Telecommunication Domain.

Hongyi Zhang, Anas Dakkak, David Issa Mattos, Jan Bosch, Helena Holmström Olsson

Proceedings of the Software Business - 12th International Conference, 2021

Context-aware legal citation recommendation using deep learning.

Zihan Huang, Charles Low, Mengqiu Teng, Hongyi Zhang, Daniel E. Ho, Mark S. Krass, Matthias Grabmair

Proceedings of the ICAIL '21: Eighteenth International Conference for Artificial Intelligence and Law, São Paulo Brazil, June 21, 2021

AF-DNDF: Asynchronous Federated Learning of Deep Neural Decision Forests.

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson, Ashok Chaitanya Koppisetty

Proceedings of the 47th Euromicro Conference on Software Engineering and Advanced Applications, 2021

Real-time End-to-End Federated Learning: An Automotive Case Study.

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson

Proceedings of the IEEE 45th Annual Computers, Software, and Applications Conference, 2021

Meow Meow Call: Prototype Design for Building Interactive Connection between Human and Deaf Cat.

Hongyi Zhang, Yike Liu, Sifu Zhu, Jinjiang Ni

Proceedings of the CHI '21: CHI Conference on Human Factors in Computing Systems, 2021

Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges.

Anas Dakkak, Hongyi Zhang, David Issa Mattos, Jan Bosch, Helena Holmström Olsson

Proceedings of the 28th Asia-Pacific Software Engineering Conference, 2021

2020

Active Balancing Mechanism for Imbalanced Medical Data in Deep Learning-Based Classification Models.

Hongyi Zhang, Haoke Zhang, Sandeep Pirbhulal, Wanqing Wu, Victor Hugo C. de Albuquerque

ACM Trans. Multim. Comput. Commun. Appl., 2020

X-ray and Computed Tomography Analysis of Spinal Joint Injuries.

Hongyi Zhang, Haoyu Feng, Chen Chen, Li Zhang, Qiang Li, Haoliang Zhao

J. Medical Imaging Health Informatics, 2020

Improved Faster R-CNN identification method for containers.

Ning Chen, Xiaohu Ding, Hongyi Zhang

Int. J. Embed. Syst., 2020

Towards predictive analysis of android vulnerability using statistical codes and machine learning for IoT applications.

Jianfeng Cui, Lixin Wang, Xin Zhao, Hongyi Zhang

Comput. Commun., 2020

Analysis on the M-rogue wave solutions of a generalized (3+1)-dimensional KP equation.

Hongyi Zhang, Yufeng Zhang

Appl. Math. Lett., 2020

PHC-GAN: Physical Constraint Generative Adversarial Network for Single Image Dehazing.

Gang Long, Wen Lu, Lin Zha, Hongyi Zhang

Proceedings of the 32nd IEEE International Conference on Tools with Artificial Intelligence, 2020

Engineering Federated Learning Systems: A Literature Review.

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson

Proceedings of the Software Business - 11th International Conference, 2020

Cross-layer Information Refining Network for Single Image Super-Resolution.

Hongyi Zhang, Wen Lu, Xiaopeng Sun

Proceedings of the 25th International Conference on Pattern Recognition, 2020

Federated Learning Systems: Architecture Alternatives.

Hongyi Zhang, Jan Bosch, Helena Holmström Olsson

Proceedings of the 27th Asia-Pacific Software Engineering Conference, 2020

2019

An Approximate Shading Model with Detail Decomposition for Object Relighting.

Zicheng Liao, Kevin Karsch, Hongyi Zhang, David A. Forsyth

Int. J. Comput. Vis., 2019

Breast cancer prognosis signature: linking risk stratification to disease subtypes.

Fulong Yu, Fei Quan, Jinyuan Xu, Yan Zhang, Yi Xie, Jingyu Zhang, Yujia Lan, Huating Yuan, Hongyi Zhang, Shujun Cheng, Yun Xiao, Xia Li

Briefings Bioinform., 2019

Identifying mutual exclusivity across cancer genomes: computational approaches to discover genetic interaction and reveal tumor vulnerability.

Yulan Deng, Shangyi Luo, Chunyu Deng, Tao Luo, Wenkang Yin, Hongyi Zhang, Yong Zhang, Xinxin Zhang, Yujia Lan, Yanyan Ping, Yun Xiao, Xia Li

Briefings Bioinform., 2019

Understanding How Work Habits influence Student Performance.

Seth Copen Goldstein, Hongyi Zhang, Majd Sakr, Haokang An, Cameron Dashti

Proceedings of the 2019 ACM Conference on Innovation and Technology in Computer Science Education, 2019

Fixup Initialization: Residual Learning Without Normalization.

Hongyi Zhang, Yann N. Dauphin, Tengyu Ma

Proceedings of the 7th International Conference on Learning Representations, 2019

Efficient Learning on High-dimensional Operational Data.

Forough Shahab Samani, Hongyi Zhang, Rolf Stadler

Proceedings of the 15th International Conference on Network and Service Management, 2019

Knowledge Distillation Based on Pruned Model.

Cailing Liu, Hongyi Zhang, Deyi Chen

Proceedings of the Blockchain and Trustworthy Systems - First International Conference, 2019

2018

Matrix Factorization Framework for Overlapping Community Detection.

Hongyi Zhang

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Hot time periods discovery for facility proportioning in urban commercial districts using POIs and mobile phone data.

Rong Xie, Hongyi Zhang, Chao Gong

Web Intell., 2018

Overlapping community detection with preference and locality information: a non-negative matrix factorization approach.

Hongyi Zhang, Xingyu Niu, Irwin King, Michael R. Lyu

Soc. Netw. Anal. Min., 2018

SEECancer: a resource for somatic events in evolution of cancer genome.

Hongyi Zhang, Shangyi Luo, Xinxin Zhang, Jianlong Liao, Fei Quan, Erjie Zhao, Chenfen Zhou, Fulong Yu, Wenkang Yin, Yunpeng Zhang, Yun Xiao, Xia Li

Nucleic Acids Res., 2018

R-SPIDER: A Fast Riemannian Stochastic Optimization Algorithm with Curvature Independent Rate.

Jingzhao Zhang, Hongyi Zhang, Suvrit Sra

CoRR, 2018

Towards Riemannian Accelerated Gradient Methods.

Hongyi Zhang, Suvrit Sra

CoRR, 2018

mixup: Beyond Empirical Risk Minimization.

Hongyi Zhang, Moustapha Cissé, Yann N. Dauphin, David Lopez-Paz

Proceedings of the 6th International Conference on Learning Representations, 2018

A Comparative Analysis of Convergence Rate for Imbalanced Datasets of Active Learning Models.

Haoke Zhang, Wanqing Wu, Sandeep Pirbhulal, Guanglin Li, Hongyi Zhang

Proceedings of the 23rd IEEE International Conference on Digital Signal Processing, 2018

An Estimate Sequence for Geodesically Convex Optimization.

Hongyi Zhang, Suvrit Sra

Proceedings of the Conference On Learning Theory, 2018

2017

Modeling and SINR Analysis of Dual Connectivity in Downlink Heterogeneous Cellular Networks.

Xianling Wang, Min Xiao, Hongyi Zhang, Sida Song

KSII Trans. Internet Inf. Syst., 2017

Matrix Completion from $O(n)$ Samples in Linear Time.

David Gamarnik, Quan Li, Hongyi Zhang

Proceedings of the 30th Conference on Learning Theory, 2017

From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach.

Xingyu Niu, Hongyi Zhang, Michael R. Lyu, Irwin King

Proceedings of the Advanced Data Mining and Applications - 13th International Conference, 2017

2016

Fast stochastic optimization on Riemannian manifolds.

Hongyi Zhang, Sashank J. Reddi, Suvrit Sra

CoRR, 2016

Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds.

Hongyi Zhang, Sashank J. Reddi, Suvrit Sra

Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection.

Hongyi Zhang, Tong Zhao, Irwin King, Michael R. Lyu

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

First-order Methods for Geodesically Convex Optimization.

Hongyi Zhang, Suvrit Sra

Proceedings of the 29th Conference on Learning Theory, 2016

Physics 101: Learning Physical Object Properties from Unlabeled Videos.

Jiajun Wu, Joseph J. Lim, Hongyi Zhang, Joshua B. Tenenbaum, William T. Freeman

Proceedings of the British Machine Vision Conference 2016, 2016

2015

Exploiting k-Degree Locality to Improve Overlapping Community Detection.

Hongyi Zhang, Michael R. Lyu, Irwin King

Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015

Incorporating Implicit Link Preference Into Overlapping Community Detection.

Hongyi Zhang, Irwin King, Michael R. Lyu

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

A secure <i>K</i>-automorphism privacy preserving approach with high data utility in social networks.

Jun Yang, Bin Wang, Xiaochun Yang, Hongyi Zhang, Guang Xiang

Secur. Commun. Networks, 2014

Learning a generative classifier from label proportions.

Kai Fan, Hongyi Zhang, Songbai Yan, Liwei Wang, Wensheng Zhang, Jufu Feng

Neurocomputing, 2014

2013

Understanding High-Level Semantics by Modeling Traffic Patterns.

Hongyi Zhang, Andreas Geiger, Raquel Urtasun

Proceedings of the IEEE International Conference on Computer Vision, 2013

Protecting Sensitive Labels in Weighted Social Networks.

Ke Chen, Hongyi Zhang, Bin Wang, Xiaochun Yang

Proceedings of the 2013 10th Web Information System and Application Conference, 2013

2012

Exploration of artificial neural network to predict morphology of TiO₂ nanotube.

Hongyi Zhang, Jianling Zhao, Yuying Jia, Xuewen Xu, Cencun Tang, Yangxian Li

Expert Syst. Appl., 2012

Estimation Based on RBM from Label Proportions in Large Group Case.

Kai Fan, Hongyi Zhang, Yu Zang, Liwei Wang

Proceedings of the Intelligent Science and Intelligent Data Engineering, 2012

2009

Extended Kernel Self-Organizing Map Clustering Algorithm.

Ning Chen, Hongyi Zhang

Proceedings of the Fifth International Conference on Natural Computation, 2009

BOLD Signal Estimation Based on Dual Particle Filter.

Sen Liu, Jiexin Pu, Hongyi Zhang, Li Zhao

Proceedings of the 2nd International Conference on BioMedical Engineering and Informatics, 2009

2007

Segmentation of fMRI using pulse-coupled neural network with kernel PCA.

Jiexin Pu, Hongyi Zhang, Xinhan Huang

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2007

2006

Blind Source Separation with Pattern Expression NMF.

Junying Zhang, Hongyi Zhang, Le Wei, Yue Joseph Wang

Proceedings of the Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28, 2006

2004

Enhancing the TCP traffic control performance with a proportional and integral rate (PIR) controller.

Jun Cong, Oliver W. W. Yang, Hongyi Zhang

Proceedings of IEEE International Conference on Communications, 2004

Global stability of utility-based congestion control with delays.

Hongyi Zhang, Oliver W. W. Yang

Proceedings of the Global Telecommunications Conference, 2004. GLOBECOM '04, Dallas, Texas, USA, 29 November, 2004

2003

Rate control over RED with data loss and varying delays.

Hongyi Zhang, Jun Cong, Oliver W. W. Yang

Proceedings of the Global Telecommunications Conference, 2003

2001

The distributed robust traffic controller for ATM networks.

Hongyi Zhang, Oliver W. W. Yang, Hussein T. Mouftah

Int. J. Commun. Syst., 2001

2000

A hop-by-hop flow controller for a virtual path.

Hongyi Zhang, Oliver W. W. Yang, Hussein T. Mouftah

Comput. Networks, 2000

Design of Proportional Congestion Control for High-Speed Networks with Variable Delays.

Hongyi Zhang, Min Yang, Oliver W. W. Yang, Hussein T. Mouftah

Proceedings of the 2000 IEEE International Conference on Communications: Global Convergence Through Communications, 2000

1997

Design of Robust Congestion Controllers for ATM Networks.

Hongyi Zhang, Oliver W. W. Yang, Hussein T. Mouftah

Proceedings of the Proceedings IEEE INFOCOM '97, 1997