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2020 – today
- 2024
[j32]Il-Youp Kwak
, Byeong-Chan Kim, Juhyun Lee, Taein Kang, Daniel J. Garry, Jianyi Zhang, Wuming Gong:
Proformer: a hybrid macaron transformer model predicts expression values from promoter sequences. BMC Bioinform. 25(1): 81 (2024)- [j31]Liqing Qiu, Yuying Liu, Jianyi Zhang:
A New Method for Identifying Influential Spreaders in Complex Networks. Comput. J. 67(1): 362-375 (2024) - [j30]Jianyi Zhang, Fangjiao Zhang, Qichao Jin, Zhiqiang Wang, Xiaodong Lin, Xiali Hei:
XMAM:X-raying models with a matrix to reveal backdoor attacks for federated learning. Digit. Commun. Networks 10(4): 1154-1167 (2024) - [j29]Jun Li, Chenyang Zhang, Jianyi Zhang, Yanhua Shao:
Research on Blockchain Transaction Privacy Protection Methods Based on Deep Learning. Future Internet 16(4): 113 (2024) - [j28]Jun Li, Wentao Jiang, Jianyi Zhang, Yanhua Shao, Wei Zhu:
Fake User Detection Based on Multi-Model Joint Representation. Inf. 15(5): 266 (2024) - [j27]Xiaodong Li, Hehe Gao, Jianyi Zhang, Shuya Yang, Xin Jin, Kim-Kwang Raymond Choo:
GPU Accelerated Full Homomorphic Encryption Cryptosystem, Library, and Applications for IoT Systems. IEEE Internet Things J. 11(4): 6893-6903 (2024) - [j26]Jianyi Zhang, Wei Ren, Jingjie Li, Xi-Ming Sun:
Adaptive Neural Asymptotic Tracking Control for PMSM Systems Under Current Constraints and Unknown Dynamics. IEEE Trans. Circuits Syst. II Express Briefs 71(2): 777-781 (2024) - [j25]Jianyi Zhang, Jijun Li, Wei Ren, Xi-Ming Sun:
Nonlinear speed-tracking control with overcurrent protection for uncertain permanent magnet synchronous motor systems. Trans. Inst. Meas. Control 46(4): 666-677 (2024) - [c36]Yuqi Jia, Saeed Vahidian, Jingwei Sun, Jianyi Zhang, Vyacheslav Kungurtsev, Neil Zhenqiang Gong, Yiran Chen:
Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents. ECCV (78) 2024: 18-33 - [c35]Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Tong Yu, Guoyin Wang, Yiran Chen:
Towards Building The Federatedgpt: Federated Instruction Tuning. ICASSP 2024: 6915-6919 - [i27]Jingyang Zhang, Jingwei Sun, Eric C. Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao Yang, Hai Helen Li:
Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models. CoRR abs/2404.02936 (2024) - [i26]Md. Imran Hossen, Jianyi Zhang, Yinzhi Cao, Xiali Hei:
Assessing Cybersecurity Vulnerabilities in Code Large Language Models. CoRR abs/2404.18567 (2024) - [i25]Xu Ji, Jianyi Zhang, Ziyin Zhou, Zhangchi Zhao, Qianqian Qiao, Kaiying Han, Md. Imran Hossen, Xiali Hei:
Can't say cant? Measuring and Reasoning of Dark Jargons in Large Language Models. CoRR abs/2405.00718 (2024) - [i24]Jianyi Zhang, Yufan Zhou, Jiuxiang Gu, Curtis Wigington, Tong Yu, Yiran Chen, Tong Sun, Ruiyi Zhang:
ARTIST: Improving the Generation of Text-rich Images by Disentanglement. CoRR abs/2406.12044 (2024) - [i23]Jianyi Zhang, Hao (Fran)k Yang, Ang Li, Xin Guo, Pu Wang, Haiming Wang, Yiran Chen, Hai Li:
MLLM-FL: Multimodal Large Language Model Assisted Federated Learning on Heterogeneous and Long-tailed Data. CoRR abs/2409.06067 (2024) - [i22]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:
Federated Large Language Models: Current Progress and Future Directions. CoRR abs/2409.15723 (2024) - 2023
- [j24]Yongpan Wang, Yong Liu, Jianyi Zhang:
MGCN: Medical Relation Extraction Based on GCN. Comput. Informatics 42(2): 411-435 (2023) - [j23]Jianyi Zhang, Zhenkui Li, Yudong Liu, Zezheng Sun, Zhiqiang Wang:
SAFTE: A self-injection based anti-fuzzing technique. Comput. Electr. Eng. 111(Part B): 108980 (2023) - [j22]Xianchong Xu, Yong Liu, Lu Lyu, Peng Yan, Jianyi Zhang:
MAD-YOLO: A quantitative detection algorithm for dense small-scale marine benthos. Ecol. Informatics 75: 102022 (2023) - [j21]Wenli Zhang, Tingsong Zhao, Jianyi Zhang, Yufei Wang:
LST-EMG-Net: Long short-term transformer feature fusion network for sEMG gesture recognition. Frontiers Neurorobotics 17 (2023) - [j20]Rui Shi, Yang Yang, Huamin Feng, Feng Yuan, Huiqin Xie, Jianyi Zhang:
PriRPT: Practical blockchain-based privacy-preserving reporting system with rewards. J. Syst. Archit. 143: 102985 (2023) - [j19]Matthieu Zimmer, Xuening Feng, Claire Glanois, Zhaohui Jiang, Jianyi Zhang, Paul Weng, Dong Li, Jianye Hao, Wulong Liu:
Differentiable Logic Machines. Trans. Mach. Learn. Res. 2023 (2023) - [c34]Jianyi Zhang, Aashiq Muhamed, Aditya Anantharaman, Guoyin Wang, Changyou Chen, Kai Zhong, Qingjun Cui, Yi Xu, Belinda Zeng, Trishul Chilimbi, Yiran Chen:
ReAugKD: Retrieval-Augmented Knowledge Distillation For Pre-trained Language Models. ACL (2) 2023: 1128-1136 - [c33]Jianyi Zhang, Leixin Yang, Yuyang Han, Zixiao Xiang, Xiali Hei:
A Small Leak Will Sink Many Ships: Vulnerabilities Related to mini-programs Permissions. COMPSAC 2023: 595-606 - [c32]Xiuying Li, Shuo Wang, Xuesong Chen, Jianyi Zhang, Haoze Li, Jiameng Han:
An Ultrasonic Sensor Transformation Attack Scheme Based on Phoneme Modification. ICAICE 2023: 910-918 - [c31]Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li:
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction. ICML 2023: 41354-41381 - [c30]Yuyang Han, Xu Ji, Zhiqiang Wang, Jianyi Zhang:
Systematic Analysis of Security and Vulnerabilities in Miniapps. SaTS@CCS 2023: 1-9 - [c29]Jianyi Zhang, Yuchen Wang, Yazhou Tu, Sara Rampazzi, Zhiqiang Lin, Insup Lee, Xiali Hei:
ADC-Bank: Detecting Acoustic Out-of-Band Signal Injection on Inertial Sensors. SmartSP 2023: 53-72 - [c28]Zexiao Zou, Yan Zhang, Jin Chen, Jianyi Zhang, Zhiqiang Wang, Lei Ju, Ri Xu:
Be like a Chameleon: Protect Traffic Privacy with Mimicry. TrustCom 2023: 1449-1454 - [i21]Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Guoyin Wang, Yiran Chen:
Towards Building the Federated GPT: Federated Instruction Tuning. CoRR abs/2305.05644 (2023) - [i20]Jianyi Zhang, Xu Ji, Zhangchi Zhao, Xiali Hei, Kim-Kwang Raymond Choo:
Ethical Considerations and Policy Implications for Large Language Models: Guiding Responsible Development and Deployment. CoRR abs/2308.02678 (2023) - [i19]Martin Kuo, Jianyi Zhang, Yiran Chen:
DACBERT: Leveraging Dependency Agreement for Cost-Efficient Bert Pretraining. CoRR abs/2311.04799 (2023) - [i18]Yuyang Han, Xu Ji, Zhiqiang Wang, Jianyi Zhang:
Systematic Analysis of Security and Vulnerabilities in Miniapps. CoRR abs/2311.11382 (2023) - [i17]Yuqi Jia, Saeed Vahidian, Jingwei Sun, Jianyi Zhang, Vyacheslav Kungurtsev, Neil Zhenqiang Gong, Yiran Chen:
Unlocking the Potential of Federated Learning: The Symphony of Dataset Distillation via Deep Generative Latents. CoRR abs/2312.01537 (2023) - 2022
- [j18]Qihang Wu, Yong Liu, Jianyi Zhang, Yongpan Wang:
Intelligent Annotation Algorithm Based on Deep-Sea Macrobenthic Images. Comput. Informatics 41(3): 739-756 (2022) - [j17]Jianyi Zhang, Yong Liu, Qihang Wu, Yongpan Wang, Yuhai Liu, Xianchong Xu, Bo Song:
SWTRU: Star-shaped Window Transformer Reinforced U-Net for medical image segmentation. Comput. Biol. Medicine 150: 105954 (2022) - [j16]Jianyi Zhang, Yongpan Wang, Xianchong Xu, Yong Liu, Lu Lyu, Qihang Wu:
YoloXT: A object detection algorithm for marine benthos. Ecol. Informatics 72: 101923 (2022) - [j15]Thanh Nguyen, Zongliang Yue, Radomir Slominski, Robert S. Welner, Jianyi Zhang, Jake Y. Chen:
WINNER: A network biology tool for biomolecular characterization and prioritization. Frontiers Big Data 5 (2022) - [j14]Biao Liu, Linjie Liu, Jianyi Zhang:
Detection and Analysis Ads Through the Mini-Programs: Mini-Program, Advertising, Malicious Advertisement Detection, Ads Ecosystem Analysis, Android. Int. J. Interdiscip. Telecommun. Netw. 14(1): 1-13 (2022) - [c27]Jianyi Zhang, Zhixu Du, Jingwei Sun, Ang Li, Minxue Tang, Yuhao Wu, Zhihui Gao, Martin Kuo, Hai Helen Li, Yiran Chen:
Next Generation Federated Learning for Edge Devices: An Overview. CIC 2022: 10-15 - [c26]Jianyi Zhang, Yiran Chen, Jianshu Chen:
Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer. ICDM (Workshops) 2022: 1-11 - [c25]Yaqi Liu, Chao Xia, Jianyi Zhang:
Three-Stage Salient Object Detection based on Integrated Priors. ISPACS 2022: 1-4 - [c24]Changyou Chen, Jianyi Zhang, Yi Xu, Liqun Chen, Jiali Duan, Yiran Chen, Son Tran, Belinda Zeng, Trishul Chilimbi:
Why do We Need Large Batchsizes in Contrastive Learning? A Gradient-Bias Perspective. NeurIPS 2022 - [c23]Jianyi Zhang, Ruilong Wu, Xiuying Li, Shuo Wang, Qichao Jin, Zhenkui Li, Rui Shi:
Ultrannel: Ultrasound based Covert Communication Channel. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 1760-1767 - [i16]Jianyi Zhang, Xuanxi Huang, Yaqi Liu, Yuyang Han, Zixiao Xiang:
GAN-based Medical Image Small Region Forgery Detection via a Two-Stage Cascade Framework. CoRR abs/2205.15170 (2022) - [i15]Jianyi Zhang, Leixin Yang, Yuyang Han, Zhi Sun, Zixiao Xiang:
A Small Leak Will Sink Many Ships: Vulnerabilities Related to Mini Programs Permissions. CoRR abs/2205.15202 (2022) - [i14]Minxue Tang, Jianyi Zhang, Mingyuan Ma, Louis DiValentin, Aolin Ding, Amin Hassanzadeh, Hai Helen Li, Yiran Chen:
FADE: Enabling Large-Scale Federated Adversarial Training on Resource-Constrained Edge Devices. CoRR abs/2209.03839 (2022) - [i13]Jianyi Zhang, Ang Li, Minxue Tang, Jingwei Sun, Xiang Chen, Fan Zhang, Changyou Chen, Yiran Chen, Hai Li:
Fed-CBS: A Heterogeneity-Aware Client Sampling Mechanism for Federated Learning via Class-Imbalance Reduction. CoRR abs/2209.15245 (2022) - [i12]Jianyi Zhang, Yiran Chen, Jianshu Chen:
Join-Chain Network: A Logical Reasoning View of the Multi-head Attention in Transformer. CoRR abs/2210.02729 (2022) - [i11]Zhixu Du, Jingwei Sun, Ang Li, Pin-Yu Chen, Jianyi Zhang, Hai (Helen) Li, Yiran Chen:
Rethinking Normalization Methods in Federated Learning. CoRR abs/2210.03277 (2022) - [i10]Jianyi Zhang, Fangjiao Zhang, Qichao Jin, Zhiqiang Wang, Xiaodong Lin, Xiali Hei:
XMAM: X-raying Models with A Matrix to Reveal Backdoor Attacks for Federated Learning. CoRR abs/2212.13675 (2022) - 2021
- [j13]Junze Tian, Jianyi Zhang, Xiuying Li, Changchun Zhou, Ruilong Wu, Yuchen Wang, Shengyuan Huang:
Mobile Device Fingerprint Identification Using Gyroscope Resonance. IEEE Access 9: 160855-160867 (2021) - [j12]Liqing Qiu, Jianyi Zhang, Xiangbo Tian:
Ranking influential nodes in complex networks based on local and global structures. Appl. Intell. 51(7): 4394-4407 (2021) - [j11]Liqing Qiu, Jianyi Zhang, Xiangbo Tian, Shuang Zhang:
Identifying Influential Nodes in Complex Networks Based on Neighborhood Entropy Centrality. Comput. J. 64(10): 1465-1476 (2021) - [j10]Xiangbo Tian, Liqing Qiu, Jianyi Zhang:
User behavior prediction via heterogeneous information in social networks. Inf. Sci. 581: 637-654 (2021) - [j9]Liqing Qiu, Xiangbo Tian, Jianyi Zhang, Chunmei Gu, Shiqi Sai:
LIDDE: A differential evolution algorithm based on local-influence-descending search strategy for influence maximization in social networks. J. Netw. Comput. Appl. 178: 102973 (2021) - [j8]Zhiqiang Wang, Xiaorui Ren, Shuhao Li, Bingyan Wang, Jianyi Zhang, Tao Yang:
A Malicious URL Detection Model Based on Convolutional Neural Network. Secur. Commun. Networks 2021: 5518528:1-5518528:12 (2021) - [c22]Jonathan Kelly, Chen Wang, Jianyi Zhang, Spandan Das, Anna Ren, Pradnya Warnekar:
Automated Mapping of Real-world Oncology Laboratory Data to LOINC. AMIA 2021 - [c21]Weituo Hao, Mostafa El-Khamy, Jungwon Lee, Jianyi Zhang, Kevin J. Liang, Changyou Chen, Lawrence Carin:
Towards Fair Federated Learning With Zero-Shot Data Augmentation. CVPR Workshops 2021: 3310-3319 - [c20]Jianyi Zhang, Paul Weng:
Safe Distributional Reinforcement Learning. DAI 2021: 107-128 - [c19]Qian Yang, Jianyi Zhang, Weituo Hao, Gregory P. Spell, Lawrence Carin:
FLOP: Federated Learning on Medical Datasets using Partial Networks. KDD 2021: 3845-3853 - [i9]Qian Yang, Jianyi Zhang, Weituo Hao, Gregory Spell, Lawrence Carin:
FLOP: Federated Learning on Medical Datasets using Partial Networks. CoRR abs/2102.05218 (2021) - [i8]Matthieu Zimmer, Xuening Feng, Claire Glanois, Zhaohui Jiang, Jianyi Zhang, Paul Weng, Jianye Hao, Dong Li, Wulong Liu:
Differentiable Logic Machines. CoRR abs/2102.11529 (2021) - [i7]Jianyi Zhang, Paul Weng:
Safe Distributional Reinforcement Learning. CoRR abs/2102.13446 (2021) - [i6]Weituo Hao, Mostafa El-Khamy, Jungwon Lee, Jianyi Zhang, Kevin J. Liang, Changyou Chen, Lawrence Carin:
Towards Fair Federated Learning with Zero-Shot Data Augmentation. CoRR abs/2104.13417 (2021) - 2020
- [j7]Ning Sun, Yu Fu, Tong Yang, Jianyi Zhang, Yongchun Fang, Xin Xin:
Nonlinear Motion Control of Complicated Dual Rotary Crane Systems Without Velocity Feedback: Design, Analysis, and Hardware Experiments. IEEE Trans Autom. Sci. Eng. 17(2): 1017-1029 (2020) - [c18]Jianyi Zhang, Ruiyi Zhang, Lawrence Carin, Changyou Chen:
Stochastic Particle-Optimization Sampling and the Non-Asymptotic Convergence Theory. AISTATS 2020: 1877-1887 - [c17]Ruqi Zhang, Chunyuan Li, Jianyi Zhang, Changyou Chen, Andrew Gordon Wilson:
Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning. ICLR 2020 - [c16]Jianyi Zhang, Yang Zhao, Changyou Chen:
Variance Reduction in Stochastic Particle-Optimization Sampling. ICML 2020: 11307-11316 - [c15]Jianyi Zhang, Pengju Li, Zhili Xu, Anqi Wang, Jin Liu, Zhiqiang Wang:
Gemini-Chain: A Regulatable Digital Currency Model based on Blockchain. INFOCOM Workshops 2020: 760-765 - [c14]Zhiqiang Wang, Pingchuan Ma, Xiaoxiang Zou, Jianyi Zhang, Tao Yang:
Security of Medical Cyber-physical Systems: An Empirical Study on Imaging Devices. INFOCOM Workshops 2020: 997-1002
2010 – 2019
- 2019
- [j6]Kejun Zhang, Yu Liang, Jianyi Zhang, Zhiqiang Wang, Xinxin Li:
No One Can Escape: A General Approach to Detect Tampered and Generated Image. IEEE Access 7: 129494-129503 (2019) - [j5]Ning Sun, Jianyi Zhang, Xin Xin, Tong Yang, Yongchun Fang:
Nonlinear Output Feedback Control of Flexible Rope Crane Systems With State Constraints. IEEE Access 7: 136193-136202 (2019) - [j4]Zongliang Yue, Thanh Nguyen, Eric Zhang, Jianyi Zhang, Jake Y. Chen:
WIPER: Weighted in-Path Edge Ranking for biomolecular association networks. Quant. Biol. 7(4): 313-326 (2019) - [c13]Yang Zhao, Jianyi Zhang, Changyou Chen:
Self-Adversarially Learned Bayesian Sampling. AAAI 2019: 5893-5900 - [c12]Zhiqiang Wang, Quanqi Li, Yazhe Wang, Biao Liu, Jianyi Zhang, Qixu Liu:
Medical Protocol Security: DICOM Vulnerability Mining Based on Fuzzing Technology. CCS 2019: 2549-2551 - [c11]Zhiqiang Wang, Quanqi Li, Qian Liu, Biao Liu, Jianyi Zhang, Tao Yang, Qixu Liu:
DICOM-Fuzzer: Research on DICOM Vulnerability Mining Based on Fuzzing Technology. ChinaCom (1) 2019: 509-524 - [c10]Zhiqiang Wang, Gefei Li, Yaping Chi, Jianyi Zhang, Qixu Liu, Tao Yang, Wei Zhou:
Honeynet Construction Based on Intrusion Detection. CSAE 2019: 80:1-80:5 - [c9]Zhiqiang Wang, Gefei Li, Yaping Chi, Jianyi Zhang, Tao Yang, Qixu Liu:
Android Malware Detection Based on Convolutional Neural Networks. CSAE 2019: 151:1-151:6 - [c8]Zhiqiang Wang, Hongyu Dong, Yaping Chi, Jianyi Zhang, Tao Yang, Qixu Liu:
DGA and DNS Covert Channel Detection System based on Machine Learning. CSAE 2019: 156:1-156:5 - [c7]Pingchuan Ma, Zhiqiang Wang, Xiali Hei, Xiaoxiang Zou, Jianyi Zhang, Qixu Liu, Xin Lyu, Zihan Zhuo:
A Quantitative Approach for Medical Imaging Device Security Assessment. DSN (Supplements) 2019: 5-6 - [i5]Ruqi Zhang, Chunyuan Li, Jianyi Zhang, Changyou Chen, Andrew Gordon Wilson:
Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning. CoRR abs/1902.03932 (2019) - [i4]Jianyi Zhang, Xiali Hei, Zhiqiang Wang:
Typer vs. CAPTCHA: Private information based CAPTCHA to defend against crowdsourcing human cheating. CoRR abs/1904.12542 (2019) - 2018
- [j3]Jianyi Zhang, Chenggen Song, Zhiqiang Wang, Tao Yang, Wenming Ma:
Efficient and Provable Security Searchable Asymmetric Encryption in the Cloud. IEEE Access 6: 68384-68393 (2018) - [c6]Zhiqiang Wang, Pingchuan Ma, Yaping Chi, Jianyi Zhang:
Medical Devices are at Risk: Information Security on Diagnostic Imaging System. CCS 2018: 2309-2311 - [c5]Ning Sun, Jianyi Zhang, Tong Yang, Yu Fu, Mi Zhou:
A Flexible Rope Crane Control Method. RCAR 2018: 254-258 - [i3]Jianyi Zhang, Ruiyi Zhang, Changyou Chen:
Stochastic Particle-Optimization Sampling and the Non-Asymptotic Convergence Theory. CoRR abs/1809.01293 (2018) - [i2]Jianyi Zhang, Yang Zhao, Changyou Chen:
Variance Reduction in Stochastic Particle-Optimization Sampling. CoRR abs/1811.08052 (2018) - [i1]Yang Zhao, Jianyi Zhang, Changyou Chen:
Self-Adversarially Learned Bayesian Sampling. CoRR abs/1811.08929 (2018) - 2017
- [j2]Zhan Lu, Jianyi Zhang, Lizhou Xu, Yanbin Li, Siyu Chen, Zunzhong Ye, Jianping Wang:
Design and Elementary Evaluation of a Highly-Automated Fluorescence-Based Instrument System for On-Site Detection of Food-Borne Pathogens. Sensors 17(3): 442 (2017) - 2016
- [c4]Jianyi Zhang, Yang Pan, Zhiqiang Wang, Biao Liu:
URL Based Gateway Side Phishing Detection Method. Trustcom/BigDataSE/ISPA 2016: 268-275 - 2012
- [j1]Jianyi Zhang, Yangxi Ou, Dan Li, Yang Xin:
A Prior-based Transfer Learning Method for the Phishing Detection. J. Networks 7(8): 1201-1207 (2012)
2000 – 2009
- 2009
- [c3]Jianyi Zhang, Ying Xu, Fei Chen:
Research on Operating Parameters and Energy Consumption of Cold Store Based on Rough Set Theory. FSKD (5) 2009: 207-210 - [c2]Chengyi Pan, Jianyi Zhang:
Optimization and Innovation of Screw Joints of Micron-Wood-Fiber Molded Products. IFIP CAI 2009: 314-320 - 2004
- [c1]Jianyi Zhang, Yunfeng Wang, Jie Li:
A Personalized Commodities Recommendation Procedure and Algorithm Based on Association Rule Mining. ICEB 2004: 1070-1074
Coauthor Index
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