Jianyi Zhang

According to our database, Jianyi Zhang authored at least 84 papers between 2004 and 2024.

Collaborative distances:

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

2024

Proformer: a hybrid macaron transformer model predicts expression values from promoter sequences.

Il-Youp Kwak, Byeong-Chan Kim, Juhyun Lee, Taein Kang, Daniel J. Garry, Jianyi Zhang, Wuming Gong

BMC Bioinform., December, 2024

Fake User Detection Based on Multi-Model Joint Representation.

Jun Li, Wentao Jiang, Jianyi Zhang, Yanhua Shao, Wei Zhu

Inf., May, 2024

Research on Blockchain Transaction Privacy Protection Methods Based on Deep Learning.

Jun Li, Chenyang Zhang, Jianyi Zhang, Yanhua Shao

Future Internet, April, 2024

Nonlinear speed-tracking control with overcurrent protection for uncertain permanent magnet synchronous motor systems.

Jianyi Zhang, Jijun Li, Wei Ren, Xi-Ming Sun

Trans. Inst. Meas. Control, February, 2024

Adaptive Neural Asymptotic Tracking Control for PMSM Systems Under Current Constraints and Unknown Dynamics.

Jianyi Zhang, Wei Ren, Jingjie Li, Xi-Ming Sun

IEEE Trans. Circuits Syst. II Express Briefs, February, 2024

GPU Accelerated Full Homomorphic Encryption Cryptosystem, Library, and Applications for IoT Systems.

Xiaodong Li, Hehe Gao, Jianyi Zhang, Shuya Yang, Xin Jin, Kim-Kwang Raymond Choo

IEEE Internet Things J., February, 2024

A New Method for Identifying Influential Spreaders in Complex Networks.

Liqing Qiu, Yuying Liu, Jianyi Zhang

Comput. J., January, 2024

XMAM:X-raying models with a matrix to reveal backdoor attacks for federated learning.

Jianyi Zhang, Fangjiao Zhang, Qichao Jin, Zhiqiang Wang, Xiaodong Lin, Xiali Hei

Digit. Commun. Networks, 2024

Federated Large Language Models: Current Progress and Future Directions.

Yuhang Yao, Jianyi Zhang, Junda Wu, Chengkai Huang, Yu Xia, Tong Yu, Ruiyi Zhang, Sungchul Kim, Ryan Rossi, Ang Li, Lina Yao, Julian J. McAuley, Yiran Chen, Carlee Joe-Wong

CoRR, 2024

MLLM-FL: Multimodal Large Language Model Assisted Federated Learning on Heterogeneous and Long-tailed Data.

Jianyi Zhang, Hao (Fran)k Yang, Ang Li, Xin Guo, Pu Wang, Haiming Wang, Yiran Chen, Hai Li

CoRR, 2024

ARTIST: Improving the Generation of Text-rich Images by Disentanglement.

Jianyi Zhang, Yufan Zhou, Jiuxiang Gu, Curtis Wigington, Tong Yu, Yiran Chen, Tong Sun, Ruiyi Zhang

CoRR, 2024

Can't say cant? Measuring and Reasoning of Dark Jargons in Large Language Models.

Xu Ji, Jianyi Zhang, Ziyin Zhou, Zhangchi Zhao, Qianqian Qiao, Kaiying Han, Md. Imran Hossen, Xiali Hei

CoRR, 2024

Assessing Cybersecurity Vulnerabilities in Code Large Language Models.

Md. Imran Hossen, Jianyi Zhang, Yinzhi Cao, Xiali Hei

CoRR, 2024

Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models.

Jingyang Zhang, Jingwei Sun, Eric C. Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao Yang, Hai Helen Li

CoRR, 2024

Towards Building The Federatedgpt: Federated Instruction Tuning.

Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Tong Yu, Guoyin Wang, Yiran Chen

Proceedings of the IEEE International Conference on Acoustics, 2024

Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents.

Yuqi Jia, Saeed Vahidian, Jingwei Sun, Jianyi Zhang, Vyacheslav Kungurtsev, Neil Zhenqiang Gong, Yiran Chen

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

SAFTE: A self-injection based anti-fuzzing technique.

Jianyi Zhang, Zhenkui Li, Yudong Liu, Zezheng Sun, Zhiqiang Wang

Comput. Electr. Eng., November, 2023

PriRPT: Practical blockchain-based privacy-preserving reporting system with rewards.

Rui Shi, Yang Yang, Huamin Feng, Feng Yuan, Huiqin Xie, Jianyi Zhang

J. Syst. Archit., October, 2023

MAD-YOLO: A quantitative detection algorithm for dense small-scale marine benthos.

Xianchong Xu, Yong Liu, Lu Lyu, Peng Yan, Jianyi Zhang

Ecol. Informatics, July, 2023

LST-EMG-Net: Long short-term transformer feature fusion network for sEMG gesture recognition.

Wenli Zhang, Tingsong Zhao, Jianyi Zhang, Yufei Wang

Frontiers Neurorobotics, June, 2023

Differentiable Logic Machines.

Matthieu Zimmer, Xuening Feng, Claire Glanois, Zhaohui Jiang, Jianyi Zhang, Paul Weng, Dong Li, Jianye Hao, Wulong Liu

Trans. Mach. Learn. Res., 2023

DACBERT: Leveraging Dependency Agreement for Cost-Efficient Bert Pretraining.

Martin Kuo, Jianyi Zhang, Yiran Chen

CoRR, 2023

Ethical Considerations and Policy Implications for Large Language Models: Guiding Responsible Development and Deployment.

Jianyi Zhang, Xu Ji, Zhangchi Zhao, Xiali Hei, Kim-Kwang Raymond Choo

CoRR, 2023

Towards Building the Federated GPT: Federated Instruction Tuning.

Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Guoyin Wang, Yiran Chen

CoRR, 2023

MGCN: Medical Relation Extraction Based on GCN.

Yongpan Wang, Yong Liu, Jianyi Zhang

Comput. Informatics, 2023

Be like a Chameleon: Protect Traffic Privacy with Mimicry.

Zexiao Zou, Yan Zhang, Jin Chen, Jianyi Zhang, Zhiqiang Wang, Lei Ju, Ri Xu

Proceedings of the 22nd IEEE International Conference on Trust, 2023

ADC-Bank: Detecting Acoustic Out-of-Band Signal Injection on Inertial Sensors.

Jianyi Zhang, Yuchen Wang, Yazhou Tu, Sara Rampazzi, Zhiqiang Lin, Insup Lee, Xiali Hei

Proceedings of the Security and Privacy in Cyber-Physical Systems and Smart Vehicles, 2023

Systematic Analysis of Security and Vulnerabilities in Miniapps.

Yuyang Han, Xu Ji, Zhiqiang Wang, Jianyi Zhang

Proceedings of the 2023 ACM Workshop on Secure and Trustworthy Superapps, 2023

Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction.

Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li

Proceedings of the International Conference on Machine Learning, 2023

An Ultrasonic Sensor Transformation Attack Scheme Based on Phoneme Modification.

Xiuying Li, Shuo Wang, Xuesong Chen, Jianyi Zhang, Haoze Li, Jiameng Han

Proceedings of the 4th International Conference on Artificial Intelligence and Computer Engineering, 2023

A Small Leak Will Sink Many Ships: Vulnerabilities Related to mini-programs Permissions.

Jianyi Zhang, Leixin Yang, Yuyang Han, Zixiao Xiang, Xiali Hei

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

ReAugKD: Retrieval-Augmented Knowledge Distillation For Pre-trained Language Models.

Jianyi Zhang, Aashiq Muhamed, Aditya Anantharaman, Guoyin Wang, Changyou Chen, Kai Zhong, Qingjun Cui, Yi Xu, Belinda Zeng, Trishul Chilimbi, Yiran Chen

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022

Detection and Analysis Ads Through the Mini-Programs: Mini-Program, Advertising, Malicious Advertisement Detection, Ads Ecosystem Analysis, Android.

Biao Liu, Linjie Liu, Jianyi Zhang

Int. J. Interdiscip. Telecommun. Netw., 2022

WINNER: A network biology tool for biomolecular characterization and prioritization.

Thanh Nguyen, Zongliang Yue, Radomir Slominski, Robert S. Welner, Jianyi Zhang, Jake Y. Chen

Frontiers Big Data, 2022

YoloXT: A object detection algorithm for marine benthos.

Jianyi Zhang, Yongpan Wang, Xianchong Xu, Yong Liu, Lu Lyu, Qihang Wu

Ecol. Informatics, 2022

XMAM: X-raying Models with A Matrix to Reveal Backdoor Attacks for Federated Learning.

Jianyi Zhang, Fangjiao Zhang, Qichao Jin, Zhiqiang Wang, Xiaodong Lin, Xiali Hei

CoRR, 2022

Rethinking Normalization Methods in Federated Learning.

Zhixu Du, Jingwei Sun, Ang Li, Pin-Yu Chen, Jianyi Zhang, Hai (Helen) Li, Yiran Chen

CoRR, 2022

FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices.

Minxue Tang, Jianyi Zhang, Mingyuan Ma, Louis DiValentin, Aolin Ding, Amin Hassanzadeh, Hai Helen Li, Yiran Chen

CoRR, 2022

A Small Leak Will Sink Many Ships: Vulnerabilities Related to Mini Programs Permissions.

Jianyi Zhang, Leixin Yang, Yuyang Han, Zhi Sun, Zixiao Xiang

CoRR, 2022

GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework.

Jianyi Zhang, Xuanxi Huang, Yaqi Liu, Yuyang Han, Zixiao Xiang

CoRR, 2022

SWTRU: Star-shaped Window Transformer Reinforced U-Net for medical image segmentation.

Jianyi Zhang, Yong Liu, Qihang Wu, Yongpan Wang, Yuhai Liu, Xianchong Xu, Bo Song

Comput. Biol. Medicine, 2022

Intelligent Annotation Algorithm Based on Deep-Sea Macrobenthic Images.

Qihang Wu, Yong Liu, Jianyi Zhang, Yongpan Wang

Comput. Informatics, 2022

Ultrannel: Ultrasound based Covert Communication Channel.

Jianyi Zhang, Ruilong Wu, Xiuying Li, Shuo Wang, Qichao Jin, Zhenkui Li, Rui Shi

Proceedings of the IEEE Smartworld, 2022

Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective.

Changyou Chen, Jianyi Zhang, Yi Xu, Liqun Chen, Jiali Duan, Yiran Chen, Son Tran, Belinda Zeng, Trishul Chilimbi

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Three-Stage Salient Object Detection based on Integrated Priors.

Yaqi Liu, Chao Xia, Jianyi Zhang

Proceedings of the International Symposium on Intelligent Signal Processing and Communication Systems, 2022

Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer.

Jianyi Zhang, Yiran Chen, Jianshu Chen

Proceedings of the IEEE International Conference on Data Mining Workshops, 2022

Next Generation Federated Learning for Edge Devices: An Overview.

Jianyi Zhang, Zhixu Du, Jingwei Sun, Ang Li, Minxue Tang, Yuhao Wu, Zhihui Gao, Martin Kuo, Hai Helen Li, Yiran Chen

Proceedings of the 8th IEEE International Conference on Collaboration and Internet Computing, 2022

2021

A Malicious URL Detection Model Based on Convolutional Neural Network.

Zhiqiang Wang, Xiaorui Ren, Shuhao Li, Bingyan Wang, Jianyi Zhang, Tao Yang

Secur. Commun. Networks, 2021

LIDDE: A differential evolution algorithm based on local-influence-descending search strategy for influence maximization in social networks.

Liqing Qiu, Xiangbo Tian, Jianyi Zhang, Chunmei Gu, Shiqi Sai

J. Netw. Comput. Appl., 2021

User behavior prediction via heterogeneous information in social networks.

Xiangbo Tian, Liqing Qiu, Jianyi Zhang

Inf. Sci., 2021

Identifying Influential Nodes in Complex Networks Based on Neighborhood Entropy Centrality.

Liqing Qiu, Jianyi Zhang, Xiangbo Tian, Shuang Zhang

Comput. J., 2021

Ranking influential nodes in complex networks based on local and global structures.

Liqing Qiu, Jianyi Zhang, Xiangbo Tian

Appl. Intell., 2021

Mobile Device Fingerprint Identification Using Gyroscope Resonance.

Junze Tian, Jianyi Zhang, Xiuying Li, Changchun Zhou, Ruilong Wu, Yuchen Wang, Shengyuan Huang

IEEE Access, 2021

FLOP: Federated Learning on Medical Datasets using Partial Networks.

Qian Yang, Jianyi Zhang, Weituo Hao, Gregory P. Spell, Lawrence Carin

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Safe Distributional Reinforcement Learning.

Jianyi Zhang, Paul Weng

Proceedings of the Distributed Artificial Intelligence - Third International Conference, 2021

Towards Fair Federated Learning With Zero-Shot Data Augmentation.

Weituo Hao, Mostafa El-Khamy, Jungwon Lee, Jianyi Zhang, Kevin J. Liang, Changyou Chen, Lawrence Carin

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

Automated Mapping of Real-world Oncology Laboratory Data to LOINC.

Jonathan Kelly, Chen Wang, Jianyi Zhang, Spandan Das, Anna Ren, Pradnya Warnekar

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Nonlinear Motion Control of Complicated Dual Rotary Crane Systems Without Velocity Feedback: Design, Analysis, and Hardware Experiments.

Ning Sun, Yu Fu, Tong Yang, Jianyi Zhang, Yongchun Fang, Xin Xin

IEEE Trans Autom. Sci. Eng., 2020

Gemini-Chain: A Regulatable Digital Currency Model based on Blockchain.

Jianyi Zhang, Pengju Li, Zhili Xu, Anqi Wang, Jin Liu, Zhiqiang Wang

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Security of Medical Cyber-physical Systems: An Empirical Study on Imaging Devices.

Zhiqiang Wang, Pingchuan Ma, Xiaoxiang Zou, Jianyi Zhang, Tao Yang

Proceedings of the 39th IEEE Conference on Computer Communications, 2020

Variance Reduction in Stochastic Particle-Optimization Sampling.

Jianyi Zhang, Yang Zhao, Changyou Chen

Proceedings of the 37th International Conference on Machine Learning, 2020

Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning.

Ruqi Zhang, Chunyuan Li, Jianyi Zhang, Changyou Chen, Andrew Gordon Wilson

Proceedings of the 8th International Conference on Learning Representations, 2020

Stochastic Particle-Optimization Sampling and the Non-Asymptotic Convergence Theory.

Jianyi Zhang, Ruiyi Zhang, Lawrence Carin, Changyou Chen

Proceedings of the 23rd International Conference on Artificial Intelligence and Statistics, 2020

2019

WIPER: Weighted in-Path Edge Ranking for biomolecular association networks.

Zongliang Yue, Thanh Nguyen, Eric Zhang, Jianyi Zhang, Jake Y. Chen

Quant. Biol., 2019

Typer vs. CAPTCHA: Private information based CAPTCHA to defend against crowdsourcing human cheating.

Jianyi Zhang, Xiali Hei, Zhiqiang Wang

CoRR, 2019

No One Can Escape: A General Approach to Detect Tampered and Generated Image.

Kejun Zhang, Yu Liang, Jianyi Zhang, Zhiqiang Wang, Xinxin Li

IEEE Access, 2019

Nonlinear Output Feedback Control of Flexible Rope Crane Systems With State Constraints.

Ning Sun, Jianyi Zhang, Xin Xin, Tong Yang, Yongchun Fang

IEEE Access, 2019

A Quantitative Approach for Medical Imaging Device Security Assessment.

Pingchuan Ma, Zhiqiang Wang, Xiali Hei, Xiaoxiang Zou, Jianyi Zhang, Qixu Liu, Xin Lyu, Zihan Zhuo

Proceedings of the 49th Annual IEEE/IFIP International Conference on Dependable Systems and Networks, 2019

DGA and DNS Covert Channel Detection System based on Machine Learning.

Zhiqiang Wang, Hongyu Dong, Yaping Chi, Jianyi Zhang, Tao Yang, Qixu Liu

Proceedings of the 3rd International Conference on Computer Science and Application Engineering, 2019

Android Malware Detection Based on Convolutional Neural Networks.

Zhiqiang Wang, Gefei Li, Yaping Chi, Jianyi Zhang, Tao Yang, Qixu Liu

Proceedings of the 3rd International Conference on Computer Science and Application Engineering, 2019

Honeynet Construction Based on Intrusion Detection.

Zhiqiang Wang, Gefei Li, Yaping Chi, Jianyi Zhang, Qixu Liu, Tao Yang, Wei Zhou

Proceedings of the 3rd International Conference on Computer Science and Application Engineering, 2019

DICOM-Fuzzer: Research on DICOM Vulnerability Mining Based on Fuzzing Technology.

Zhiqiang Wang, Quanqi Li, Qian Liu, Biao Liu, Jianyi Zhang, Tao Yang, Qixu Liu

Proceedings of the Communications and Networking, 2019

Medical Protocol Security: DICOM Vulnerability Mining Based on Fuzzing Technology.

Zhiqiang Wang, Quanqi Li, Yazhe Wang, Biao Liu, Jianyi Zhang, Qixu Liu

Proceedings of the 2019 ACM SIGSAC Conference on Computer and Communications Security, 2019

Self-Adversarially Learned Bayesian Sampling.

Yang Zhao, Jianyi Zhang, Changyou Chen

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Stochastic Particle-Optimization Sampling and the Non-Asymptotic Convergence Theory.

Jianyi Zhang, Ruiyi Zhang, Changyou Chen

CoRR, 2018

Efficient and Provable Security Searchable Asymmetric Encryption in the Cloud.

Jianyi Zhang, Chenggen Song, Zhiqiang Wang, Tao Yang, Wenming Ma

IEEE Access, 2018

A Flexible Rope Crane Control Method.

Ning Sun, Jianyi Zhang, Tong Yang, Yu Fu, Mi Zhou

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2018

Medical Devices are at Risk: Information Security on Diagnostic Imaging System.

Zhiqiang Wang, Pingchuan Ma, Yaping Chi, Jianyi Zhang

Proceedings of the 2018 ACM SIGSAC Conference on Computer and Communications Security, 2018

2017

Design and Elementary Evaluation of a Highly-Automated Fluorescence-Based Instrument System for On-Site Detection of Food-Borne Pathogens.

Zhan Lu, Jianyi Zhang, Lizhou Xu, Yanbin Li, Siyu Chen, Zunzhong Ye, Jianping Wang

Sensors, 2017

2016

URL Based Gateway Side Phishing Detection Method.

Jianyi Zhang, Yang Pan, Zhiqiang Wang, Biao Liu

Proceedings of the 2016 IEEE Trustcom/BigDataSE/ISPA, 2016

2012

A Prior-based Transfer Learning Method for the Phishing Detection.

Jianyi Zhang, Yangxi Ou, Dan Li, Yang Xin

J. Networks, 2012

2009

Optimization and Innovation of Screw Joints of Micron-Wood-Fiber Molded Products.

Chengyi Pan, Jianyi Zhang

Proceedings of the Growth and Development of Computer-Aided Innovation, 2009

Research on Operating Parameters and Energy Consumption of Cold Store Based on Rough Set Theory.

Jianyi Zhang, Ying Xu, Fei Chen

Proceedings of the Sixth International Conference on Fuzzy Systems and Knowledge Discovery, 2009

2004

A Personalized Commodities Recommendation Procedure and Algorithm Based on Association Rule Mining.

Jianyi Zhang, Yunfeng Wang, Jie Li

Proceedings of the Fourth International Conference on Electronic Business, 2004