Hongyi Zhang

ORCID

Publication Activity (10 Years)

Years Active: 1997-2024
Publications (10 Years): 101

Top Venues

CoRR

Appl. Math. Lett.

Comput. Biol. Medicine

COLT

Publications

Hongyi Zhang, Mingqian Liu, Yunfei Chen, Nan Zhao
Attacking Modulation Recognition With Adversarial Federated Learning in Cognitive-Radio-Enabled IoT. IEEE Internet Things J. 11 (6) (2024)
Haozhe Zhu, Hongyi Zhang, Siqi He, Mengjie Li, Xiaoyang Zeng, Chixiao Chen
Trident-CIM: A LUT-Based Compute-in-Memory Macro With Trident Read Bit-Line and Partial Product Pruning. IEEE Trans. Circuits Syst. II Express Briefs 71 (5) (2024)
Weimin Wen, Hongyi Zhang, Zidong Wang, Xingen Gao, Peishu Wu, Juqiang Lin, Nianyin Zeng
Enhanced multi-label cardiology diagnosis with channel-wise recurrent fusion. Comput. Biol. Medicine 171 (2024)
Ning Fu, Hongyi Zhang, Shuangxing Yun, Zhiliang Wei, Liyan Qiao
Time-Based Finite-Rate-of-Innovation Sampling for Variable-Pulse-Width Signal. IEEE Trans. Instrum. Meas. 73 (2024)
Weilong Tan, Hongyi Zhang, Zidong Wang, Han Li, Xingen Gao, Nianyin Zeng
S3T-Net: A novel electroencephalogram signals-oriented emotion recognition model. Comput. Biol. Medicine 179 (2024)
Yihai Mao, Hongyi Zhang, Wanqing Wu, Xingen Gao, Zhibin Lin, Juqiang Lin
DWS-YOLO: A Lightweight Detector for Blood Cell Detection. Appl. Artif. Intell. 38 (1) (2024)
Hongyi Zhang, Liangjun Lu, Shuxiao Wang, Yan Cai, Yuyao Guo, Jianping Chen, Linjie Zhou
Dark soliton microcomb with high conversion efficiency in a 400-nm-thick Si3N4 microring for WDM light sources. OFC (2024)
Youshan Tao, Hongyi Zhang
Nonlinear transmission exponent for boundedness of solutions to a chemotaxis system with indirect signal production. Appl. Math. Lett. 149 (2024)
Hongyi Zhang, Walterio Mayol-Cuevas
Re-localization acceleration with Medoid Silhouette Clustering. CoRR (2024)
Mengjie Li, Hongyi Zhang, Siqi He, Haozhe Zhu, Hao Zhang, Jinglei Liu, Jiayuan Chen, Zhenping Hu, Xiaoyang Zeng, Chixiao Chen
A 19.7 TFLOPS/W Multiply-less Logarithmic Floating-Point CIM Architecture with Error-Reduced Compensated Approximate Adder. ISCAS (2024)
Jun Tang, Zidong Wang, Hongyi Zhang, Han Li, Peishu Wu, Nianyin Zeng
A lightweight surface defect detection framework combined with dual-domain attention mechanism. Expert Syst. Appl. 238 (Part A) (2024)
Tianjin Mo, Qiao Xiao, Hongyi Zhang, Ren Li, Yunsong Wu
Domain-Specific Few-Shot Table Prompt Question Answering via Contrastive Exemplar Selection. Algorithms 17 (7) (2024)
Yumin Su, Min Xiang, Yifei Chen, Yanbiao Li, Tian Qin, Hongyi Zhang, Yasong Li, Xiaobing Liu
Spending Programmed Bidding: Privacy-friendly Bid Optimization with ROI Constraint in Online Advertising. KDD (2024)
Hongyi Zhang, Haozhe Zhu, Siqi He, Mengjie Li, Chengchen Wang, Xiankui Xiong, Haidong Tian, Xiaoyang Zeng, Chixiao Chen
ARCTIC: Agile and Robust Compute-In-Memory Compiler with Parameterized INT/FP Precision and Built-In Self Test. DATE (2024)
Hongyi Zhang, Zuchao Li, Ping Wang, Hai Zhao
Selective Prefix Tuning for Pre-trained Language Models. ACL (Findings) (2024)
Luohe Shi, Hongyi Zhang, Yao Yao, Zuchao Li, Hai Zhao
Keep the Cost Down: A Review on Methods to Optimize LLM' s KV-Cache Consumption. CoRR (2024)
Linghao Zhang, Hongyi Zhang, Chong Wang, Peng Liang
RAG-Enhanced Commit Message Generation. CoRR (2024)
Hongyi Zhang, Yufeng Zhang, Binlu Feng, Faiza Afzal
The exact solutions for the non-isospectral Kaup-Newell hierarchy via the inverse scattering transform. Appl. Math. Lett. 152 (2024)
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
Deep Reinforcement Learning for Multiple Agents in a Decentralized Architecture: A Case Study in the Telecommunication Domain. ICSA-C (2023)
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
Multi-Agent Reinforcement Learning in Dynamic Industrial Context. COMPSAC (2023)
Hongyi Zhang, Jun Tang, Peishu Wu, Han Li, Nianyin Zeng
A novel attention-based enhancement framework for face mask detection in complicated scenarios. Signal Process. Image Commun. 116 (2023)
Lin Wang, Hongyi Zhang, Xingfu Wang, Yan Xiong
Learning a Contextualized Multimodal Embedding for Zero-shot Cooking Video Caption Generation. MMAsia (2023)
Yurui Zhou, Pengfeng Lin, Miao Zhu, Jing Yi, Hongyi Zhang, Chuanchuan Hou
A Coordination Control Strategy of HVDC with Interline DCPFC: Hierarchical Structure and Parameter Design. IECON (2023)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
EdgeFL: A Lightweight Decentralized Federated Learning Framework. CoRR (2023)
Shen Luan, Xingen Gao, Chen Wang, Hongyi Zhang, Fei Chao, Juqiang Lin, Junqi Huang, Huali Jiang, Feng Lin
CrackF-Net: a pixel-level segmentation network for pavement crack detection. J. Electronic Imaging 32 (6) (2023)
Yijian Liu, Hongyi Zhang, Cheng Yang, Ao Li, Yugang Ji, Luhao Zhang, Tao Li, Jinyu Yang, Tianyu Zhao, Juan Yang, Hai Huang, Chuan Shi
Datasets and Interfaces for Benchmarking Heterogeneous Graph Neural Networks. CIKM (2023)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
QuaFedAsync: Quality-based Asynchronous Federated Learning for the Embedded Systems. SEAA (2023)
Yihai Mao, Hongyi Zhang, Xingen Gao, Shen Luan, Yuxing Lin, Xuanhao Qi
A Steel Surface Defect Detection Algorithm Based on Improved YOLOv7. EITCE (2023)
Hongyi Zhang, Mingqian Liu, Yunfei Chen
Backdoor Attacks on Multi-Agent Reinforcement Learning-based Spectrum Management. GLOBECOM (2023)
Xinmin Zhang, Hongyi Zhang, Zhihuan Song
Feature-Aligned Stacked Autoencoder: A Novel Semisupervised Deep Learning Model for Pattern Classification of Industrial Faults. IEEE Trans. Artif. Intell. 4 (4) (2023)
Ning Fu, Hongyi Zhang, Liyan Qiao
Robust Time-Based Finite-Rate-of-Innovation Sampling Method and Hardware Implementation. I2MTC (2023)
Shen Luan, Chen Wang, Hongyi Zhang, Xingen Gao, Yihai Mao
DSCUNet: A multi-view adaptive fusion network for pavement crack segmentation. EITCE (2023)
Binlu Feng, Yufeng Zhang, Hongyi Zhang
Applications of the R-Matrix Method in Integrable Systems. Symmetry 15 (9) (2023)
Hongyi Zhang, Yike Liu, Sifu Zhu, Xiande Fang
Prototype Design of Wearable Multimodal Interaction Based on Preliminary Screening for ADHD in Children in Preschool Age. IDC (2023)
Mingqian Liu, Hongyi Zhang, Zilong Liu, Nan Zhao
Attacking Spectrum Sensing With Adversarial Deep Learning in Cognitive Radio-Enabled Internet of Things. IEEE Trans. Reliab. 72 (2) (2023)
Tingyi Xie, Zidong Wang, Han Li, Peishu Wu, Huixiang Huang, Hongyi Zhang, Fuad E. Alsaadi, Nianyin Zeng
Progressive attention integration-based multi-scale efficient network for medical imaging analysis with application to COVID-19 diagnosis. Comput. Biol. Medicine 159 (2023)
Siqi He, Hongyi Zhang, Mengjie Li, Haozhe Zhu, Chixiao Chen, Qi Liu, Xiaoyang Zeng
Bit-Offsetter: A Bit-serial DNN Accelerator with Weight-offset MAC for Bit-wise Sparsity Exploitation. AICAS (2023)
Mingqian Liu, Hongyi Zhang
Parasitic Covert Adversarial Attack on Deep Learning based Modulation Recognition. DSA (2022)
Pei Cao, Hongyi Zhang, Dawu Gu, Yan Lu, Yidong Yuan
AL-PA: cross-device profiled side-channel attack using adversarial learning. DAC (2022)
Ning Chen, Yimeng Zhang, Jielong Wu, Hongyi Zhang, Vinay Chamola, Victor Hugo C. de Albuquerque
Brain-computer interface-based target recognition system using transfer learning: A deep learning approach. Comput. Intell. 38 (1) (2022)
Shiyin Zhao, Yufeng Zhang, Jian Zhou, Hongyi Zhang
Coverings and nonlocal symmetries as well as fundamental solutions of nonlinear equations derived from the nonisospectral AKNS hierarchy. Commun. Nonlinear Sci. Numer. Simul. 114 (2022)
Xiaoxia Yang, Jianxi Yang, Ren Li, Hao Li, Hongyi Zhang, Yue Zhang
Complex Knowledge Base Question Answering for Intelligent Bridge Management Based on Multi-Task Learning and Cross-Task Constraints. Entropy 24 (12) (2022)
Ning Ma, Hongyi Zhang, Xuhui Li, Sheng Zhou, Zhen Zhang, Jun Wen, Haifeng Li, Jingjun Gu, Jiajun Bu
Learning Spatial-Preserved Skeleton Representations for Few-Shot Action Recognition. ECCV (4) (2022)
Hui Han, Tianyu Zhao, Cheng Yang, Hongyi Zhang, Yaoqi Liu, Xiao Wang, Chuan Shi
OpenHGNN: An Open Source Toolkit for Heterogeneous Graph Neural Network. CIKM (2022)
Oscar Li, Jiankai Sun, Xin Yang, Weihao Gao, Hongyi Zhang, Junyuan Xie, Virginia Smith, Chong Wang
Label Leakage and Protection in Two-party Split Learning. ICLR (2022)
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning. FNWF (2022)
Feng Zhu, Lijie Xu, Gang Ma, Shuping Ji, Jie Wang, Gang Wang, Hongyi Zhang, Kun Wan, Mingming Wang, Xingchao Zhang, Yuming Wang, Jingpin Li
An Empirical Study on Quality Issues of eBay's Big Data SQL Analytics Platform. ICSE (SEIP) (2022)
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
5G Network on Wings: A Deep Reinforcement Learning Approach to UAV-based Integrated Access and Backhaul. CoRR (2022)
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
Deep Reinforcement Learning in a Dynamic Environment: A Case Study in the Telecommunication Industry. SEAA (2022)
Hongyi Zhang, Yike Liu, Sifu Zhu, Jinjiang Ni
Meow Meow Call: Prototype Design for Building Interactive Connection between Human and Deaf Cat. CHI Extended Abstracts (2021)
Chaosheng Dong, Xiaojie Jin, Weihao Gao, Yijia Wang, Hongyi Zhang, Xiang Wu, Jianchao Yang, Xiaobing Liu
One Backward from Ten Forward, Subsampling for Large-Scale Deep Learning. CoRR (2021)
Hongyi Zhang, Jingya Li, Zhiqiang Tyler Qi, Xingqin Lin, Anders Aronsson, Jan Bosch, Helena Holmström Olsson
Autonomous Navigation and Configuration of Integrated Access Backhauling for UAV Base Station Using Reinforcement Learning. CoRR (2021)
Hongyi Zhang, Anas Dakkak, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Towards Federated Learning: A Case Study in the Telecommunication Domain. ICSOB (2021)
Fuchun Jiang, Hongyi Zhang, Chen Zhu
Three-Dimensional Target Detection Based on RGB-D Data. Traitement du Signal 38 (2) (2021)
Lize Zhang, Wen Lu, Yuanfei Huang, Xiaopeng Sun, Hongyi Zhang
Unpaired Remote Sensing Image Super-Resolution with Multi-Stage Aggregation Networks. Remote. Sens. 13 (16) (2021)
Anas Dakkak, Hongyi Zhang, David Issa Mattos, Jan Bosch, Helena Holmström Olsson
Towards Continuous Data Collection from In-service Products: Exploring the Relation Between Data Dimensions and Collection Challenges. APSEC (2021)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
Real-time End-to-End Federated Learning: An Automotive Case Study. CoRR (2021)
Zihan Huang, Charles Low, Mengqiu Teng, Hongyi Zhang, Daniel E. Ho, Mark S. Krass, Matthias Grabmair
Context-Aware Legal Citation Recommendation using Deep Learning. CoRR (2021)
Oscar Li, Jiankai Sun, Xin Yang, Weihao Gao, Hongyi Zhang, Junyuan Xie, Virginia Smith, Chong Wang
Label Leakage and Protection in Two-party Split Learning. CoRR (2021)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
Real-time End-to-End Federated Learning: An Automotive Case Study. COMPSAC (2021)
Zihan Huang, Charles Low, Mengqiu Teng, Hongyi Zhang, Daniel E. Ho, Mark S. Krass, Matthias Grabmair
Context-aware legal citation recommendation using deep learning. ICAIL (2021)
Mingxiao An, Hongyi Zhang, Jaromír Savelka, Shijie Zhu, Chris Bogart, Majd Sakr
Are Working Habits Different Between Well-Performing and at-Risk Students in Online Project-Based Courses? ITiCSE (2021)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
End-to-End Federated Learning for Autonomous Driving Vehicles. IJCNN (2021)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson, Ashok Chaitanya Koppisetty
AF-DNDF: Asynchronous Federated Learning of Deep Neural Decision Forests. SEAA (2021)
Hongyi Zhang, Yufeng Zhang
Analysis on the M-rogue wave solutions of a generalized (3+1)-dimensional KP equation. Appl. Math. Lett. 102 (2020)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
Engineering Federated Learning Systems: A Literature Review. ICSOB (2020)
Gang Long, Wen Lu, Lin Zha, Hongyi Zhang
PHC-GAN: Physical Constraint Generative Adversarial Network for Single Image Dehazing. ICTAI (2020)
Hongyi Zhang, Haoke Zhang, Sandeep Pirbhulal, Wanqing Wu, Victor Hugo C. de Albuquerque
Active Balancing Mechanism for Imbalanced Medical Data in Deep Learning-Based Classification Models. ACM Trans. Multim. Comput. Commun. Appl. 16 (Special) (2020)
Ning Chen, Xiaohu Ding, Hongyi Zhang
Improved Faster R-CNN identification method for containers. Int. J. Embed. Syst. 13 (3) (2020)
Jianfeng Cui, Lixin Wang, Xin Zhao, Hongyi Zhang
Towards predictive analysis of android vulnerability using statistical codes and machine learning for IoT applications. Comput. Commun. 155 (2020)
Hongyi Zhang, Haoyu Feng, Chen Chen, Li Zhang, Qiang Li, Haoliang Zhao
X-ray and Computed Tomography Analysis of Spinal Joint Injuries. J. Medical Imaging Health Informatics 10 (12) (2020)
Hongyi Zhang, Wen Lu, Xiaopeng Sun
Cross-layer Information Refining Network for Single Image Super-Resolution. ICPR (2020)
Hongyi Zhang, Jan Bosch, Helena Holmström Olsson
Federated Learning Systems: Architecture Alternatives. APSEC (2020)
Forough Shahab Samani, Hongyi Zhang, Rolf Stadler
Efficient Learning on High-dimensional Operational Data. CNSM (2019)
Seth Copen Goldstein, Hongyi Zhang, Majd Sakr, Haokang An, Cameron Dashti
Understanding How Work Habits influence Student Performance. ITiCSE (2019)
Zicheng Liao, Kevin Karsch, Hongyi Zhang, David A. Forsyth
An Approximate Shading Model with Detail Decomposition for Object Relighting. Int. J. Comput. Vis. 127 (1) (2019)
Yulan Deng, Shangyi Luo, Chunyu Deng, Tao Luo, Wenkang Yin, Hongyi Zhang, Yong Zhang, Xinxin Zhang, Yujia Lan, Yanyan Ping, Yun Xiao, Xia Li
Identifying mutual exclusivity across cancer genomes: computational approaches to discover genetic interaction and reveal tumor vulnerability. Briefings Bioinform. 20 (1) (2019)
Hongyi Zhang, Yann N. Dauphin, Tengyu Ma
Fixup Initialization: Residual Learning Without Normalization. CoRR (2019)
Cailing Liu, Hongyi Zhang, Deyi Chen
Knowledge Distillation Based on Pruned Model. BlockSys (2019)
Fulong Yu, Fei Quan, Jinyuan Xu, Yan Zhang, Yi Xie, Jingyu Zhang, Yujia Lan, Huating Yuan, Hongyi Zhang, Shujun Cheng, Yun Xiao, Xia Li
Breast cancer prognosis signature: linking risk stratification to disease subtypes. Briefings Bioinform. 20 (6) (2019)
Hongyi Zhang, Yann N. Dauphin, Tengyu Ma
Fixup Initialization: Residual Learning Without Normalization. ICLR (Poster) (2019)
Hongyi Zhang, Xingyu Niu, Irwin King, Michael R. Lyu
Overlapping community detection with preference and locality information: a non-negative matrix factorization approach. Soc. Netw. Anal. Min. 8 (1) (2018)
Jingzhao Zhang, Hongyi Zhang, Suvrit Sra
R-SPIDER: A Fast Riemannian Stochastic Optimization Algorithm with Curvature Independent Rate. CoRR (2018)
Haoke Zhang, Wanqing Wu, Sandeep Pirbhulal, Guanglin Li, Hongyi Zhang
A Comparative Analysis of Convergence Rate for Imbalanced Datasets of Active Learning Models. DSL (2018)
Hongyi Zhang, Shangyi Luo, Xinxin Zhang, Jianlong Liao, Fei Quan, Erjie Zhao, Chenfen Zhou, Fulong Yu, Wenkang Yin, Yunpeng Zhang, Yun Xiao, Xia Li
SEECancer: a resource for somatic events in evolution of cancer genome. Nucleic Acids Res. 46 (Database-Issue) (2018)
Rong Xie, Hongyi Zhang, Chao Gong
Hot time periods discovery for facility proportioning in urban commercial districts using POIs and mobile phone data. Web Intell. 16 (2) (2018)
Hongyi Zhang, Moustapha Cissé, Yann N. Dauphin, David Lopez-Paz
mixup: Beyond Empirical Risk Minimization. ICLR (Poster) (2018)
Hongyi Zhang, Suvrit Sra
An Estimate Sequence for Geodesically Convex Optimization. COLT (2018)
Hongyi Zhang, Suvrit Sra
Towards Riemannian Accelerated Gradient Methods. CoRR (2018)
Zicheng Liao, Kevin Karsch, Hongyi Zhang, David A. Forsyth
An Approximate Shading Model with Detail Decomposition for Object Relighting. CoRR (2018)
David Gamarnik, Quan Li, Hongyi Zhang
Matrix Completion from $O(n)$ Samples in Linear Time. COLT (2017)
David Gamarnik, Quan Li, Hongyi Zhang
Matrix Completion from O(n) Samples in Linear Time. CoRR (2017)
Xianling Wang, Min Xiao, Hongyi Zhang, Sida Song
Modeling and SINR Analysis of Dual Connectivity in Downlink Heterogeneous Cellular Networks. KSII Trans. Internet Inf. Syst. 11 (11) (2017)
Xingyu Niu, Hongyi Zhang, Michael R. Lyu, Irwin King
From Mutual Friends to Overlapping Community Detection: A Non-negative Matrix Factorization Approach. ADMA (2017)
Hongyi Zhang, Moustapha Cissé, Yann N. Dauphin, David Lopez-Paz
mixup: Beyond Empirical Risk Minimization. CoRR (2017)
Hongyi Zhang, Sashank J. Reddi, Suvrit Sra
Fast stochastic optimization on Riemannian manifolds. CoRR (2016)
Hongyi Zhang, Tong Zhao, Irwin King, Michael R. Lyu
Modeling the Homophily Effect between Links and Communities for Overlapping Community Detection. IJCAI (2016)
Hongyi Zhang, Suvrit Sra
First-order Methods for Geodesically Convex Optimization. CoRR (2016)
Hongyi Zhang, Sashank J. Reddi, Suvrit Sra
Riemannian SVRG: Fast Stochastic Optimization on Riemannian Manifolds. NIPS (2016)
Jiajun Wu, Joseph J. Lim, Hongyi Zhang, Joshua B. Tenenbaum, William T. Freeman
Physics 101: Learning Physical Object Properties from Unlabeled Videos. BMVC (2016)

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Publication Activity (10 Years)

Top Topics

Top Venues

Hongyi Zhang