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Xiaoyu Zhang 0008
Person information
- affiliation: Imperial College London, UK
Other persons with the same name
- Xiaoyu Zhang (aka: Xiao-Yu Zhang) — disambiguation page
- Xiaoyu Zhang 0001 — AT&T Bell Laboratories, Murray Hill, NJ, USA
- Xiaoyu Zhang 0002
— Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China (and 1 more)
- Xiaoyu Zhang 0003
— Civil Aviation University of China, College of Electronics, Information and Automation, Tianjin, China
- Xiaoyu Zhang 0004
— Shenyang Ligong University, School of Information Science and Engineering, China
- Xiaoyu Zhang 0005 — ShanghaiTech University, Shanghai, China
- Xiaoyu Zhang 0006 — Virginia Tech, VA, USA
- Xiaoyu Zhang 0007
— Beijing University of Civil Engineering and Architecture, China (and 2 more)
- Xiaoyu Zhang 0009
— Chinese Academy of Sciences, Institute of Computing Technology, Center for Intelligent Computing Systems, Beijing, China (and 1 more)
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2020 – today
- 2024
- [j13]Chenyang Chen
, Xiaoyu Zhang, Hongyi Qiu, Jian Lou, Zhengyang Liu, Xiaofeng Chen:
MaskArmor: Confidence masking-based defense mechanism for GNN against MIA. Inf. Sci. 669: 120579 (2024) - [i9]Xiaobin Li, Kai Wu, Yujian Betterest Li, Xiaoyu Zhang, Handing Wang, Jing Liu:
GLHF: General Learned Evolutionary Algorithm Via Hyper Functions. CoRR abs/2405.03728 (2024) - 2023
- [j12]Xiaoyu Zhang, Chao Chen, Yi Xie, Xiaofeng Chen, Jun Zhang, Yang Xiang:
A survey on privacy inference attacks and defenses in cloud-based Deep Neural Network. Comput. Stand. Interfaces 83: 103672 (2023) - [c18]Shuijing Zhang
, Jian Lou
, Li Xiong
, Xiaoyu Zhang
, Jing Liu
:
Closed-form Machine Unlearning for Matrix Factorization. CIKM 2023: 3278-3287 - [c17]Shen Lin, Xiaoyu Zhang, Chenyang Chen, Xiaofeng Chen, Willy Susilo
:
ERM-KTP: Knowledge-Level Machine Unlearning via Knowledge Transfer. CVPR 2023: 20147-20155 - [c16]Yulin Jin, Xiaoyu Zhang, Jian Lou, Xu Ma, Zilong Wang, Xiaofeng Chen:
Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective. ICCV 2023: 4499-4508 - [c15]Junxu Liu, Mingsheng Xue, Jian Lou, Xiaoyu Zhang, Li Xiong, Zhan Qin:
MUter: Machine Unlearning on Adversarially Trained Models. ICCV 2023: 4869-4879 - [c14]Yulin Jin
, Xiaoyu Zhang
, Jian Lou
, Xiaofeng Chen
:
ACQ: Few-shot Backdoor Defense via Activation Clipping and Quantizing. ACM Multimedia 2023: 5410-5418 - [i8]Xiaobin Li, Kai Wu, Xiaoyu Zhang, Handing Wang, Jing Liu:
B2Opt: Learning to Optimize Black-box Optimization with Little Budget. CoRR abs/2304.11787 (2023) - [i7]Kai Wu, Yujian Betterest Li, Xiaoyu Zhang, Handing Wang, Jing Liu:
Pre-trained transformer for adversarial purification. CoRR abs/2306.01762 (2023) - 2022
- [c13]Xiaoyu Zhang, Yike Guo:
OmiTrans: Generative Adversarial Networks Based Omics-to-omics Translation Framework. BIBM 2022: 653-659 - [c12]Yuting Xing, Hangting Ye, Xiaoyu Zhang, Wei Cao, Shun Zheng, Jiang Bian, Yike Guo:
A continuous glucose monitoring measurements forecasting approach via sporadic blood glucose monitoring. BIBM 2022: 860-863 - [c11]Zhengyang Liu, Xiaoyu Zhang, Chenyang Chen, Shen Lin, Jingjin Li:
Membership Inference Attacks Against Robust Graph Neural Network. CSS 2022: 259-273 - [c10]Yi Xie
, Mengdie Huang
, Xiaoyu Zhang, Changyu Dong, Willy Susilo
, Xiaofeng Chen:
GAME: Generative-Based Adaptive Model Extraction Attack. ESORICS (1) 2022: 570-588 - [c9]Xiaoyu Zhang, Yulin Jin, Tao Wang, Jian Lou, Xiaofeng Chen:
Purifier: Plug-and-play Backdoor Mitigation for Pre-trained Models Via Anomaly Activation Suppression. ACM Multimedia 2022: 4291-4299 - [c8]Wei Li, Xiaoyu Zhang, Shen Lin, Xinbo Ban, Xiaofeng Chen:
Chameleon DNN Watermarking: Dynamically Public Model Ownership Verification. WISA 2022: 344-356 - 2021
- [j11]Eloise Withnell, Xiaoyu Zhang
, Kai Sun, Yike Guo:
XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data. Briefings Bioinform. 22(6) (2021) - [j10]Xiaoyu Zhang, Xiaofeng Chen, Hongyang Yan, Yang Xiang
:
Privacy-preserving and verifiable online crowdsourcing with worker updates. Inf. Sci. 548: 212-232 (2021) - [i6]Xiaoyu Zhang
, Kai Sun, Yike Guo:
OmiEmbed: reconstruct comprehensive phenotypic information from multi-omics data using multi-task deep learning. CoRR abs/2102.02669 (2021) - [i5]Xiaoyu Zhang, Chao Chen, Yi Xie, Xiaofeng Chen, Jun Zhang, Yang Xiang:
Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey. CoRR abs/2105.06300 (2021) - [i4]Eloise Withnell, Xiaoyu Zhang
, Kai Sun, Yike Guo:
XOmiVAE: an interpretable deep learning model for cancer classification using high-dimensional omics data. CoRR abs/2105.12807 (2021) - [i3]Xiaoyu Zhang
, Yike Guo:
OmiTrans: generative adversarial networks based omics-to-omics translation framework. CoRR abs/2111.13785 (2021) - 2020
- [j9]Xu Ma, Cunmei Ji, Xiaoyu Zhang, Jianfeng Wang, Jin Li, Kuan-Ching Li
, Xiaofeng Chen:
Secure multiparty learning from the aggregation of locally trained models. J. Netw. Comput. Appl. 167: 102754 (2020) - [j8]Shaoliang Peng
, Xiaoyu Zhang
, Wenhe Su, Dong Dong, Yutong Lu, Xiangke Liao, Kai Lu, Canqun Yang, Jie Liu, Weiliang Zhu, Dongqing Wei:
High-Scalable Collaborated Parallel Framework for Large-Scale Molecular Dynamic Simulation on Tianhe-2 Supercomputer. IEEE ACM Trans. Comput. Biol. Bioinform. 17(3): 804-816 (2020) - [j7]Xiaoyu Zhang
, Xiaofeng Chen
, Joseph K. Liu
, Yang Xiang
:
DeepPAR and DeepDPA: Privacy Preserving and Asynchronous Deep Learning for Industrial IoT. IEEE Trans. Ind. Informatics 16(3): 2081-2090 (2020)
2010 – 2019
- 2019
- [j6]Xiaoyu Zhang, Tao Jiang, Kuan-Ching Li
, Aniello Castiglione
, Xiaofeng Chen:
New publicly verifiable computation for batch matrix multiplication. Inf. Sci. 479: 664-678 (2019) - [j5]Xu Ma, Xiaofeng Chen, Xiaoyu Zhang:
Non-interactive privacy-preserving neural network prediction. Inf. Sci. 481: 507-519 (2019) - [j4]Shaoliang Peng
, Yingbo Cui, Shunyun Yang, Wenhe Su, Xiaoyu Zhang, Tenglilang Zhang, Weiguo Liu, Xingming Zhao:
A CPU/MIC Collaborated Parallel Framework for GROMACS on Tianhe-2 Supercomputer. IEEE ACM Trans. Comput. Biol. Bioinform. 16(2): 425-433 (2019) - [c7]Jingqing Zhang, Xiaoyu Zhang, Kai Sun, Xian Yang
, Chengliang Dai, Yike Guo:
Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records. BIBM 2019: 598-603 - [c6]Xiaoyu Zhang, Jingqing Zhang, Kai Sun, Xian Yang
, Chengliang Dai, Yike Guo:
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification. BIBM 2019: 765-769 - [c5]Xu Ma, Cunmei Ji
, Xiaoyu Zhang, Jianfeng Wang, Jin Li, Kuan-Ching Li
:
Secure Multiparty Learning from Aggregation of Locally Trained Models. ML4CS 2019: 173-182 - [i2]Xiaoyu Zhang
, Jingqing Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo:
Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification. CoRR abs/1908.06278 (2019) - [i1]Jingqing Zhang, Xiaoyu Zhang
, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo:
Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records. CoRR abs/1911.03862 (2019) - 2018
- [j3]Shaoliang Peng
, Minxia Cheng, Kaiwen Huang, Yingbo Cui
, Zhiqiang Zhang, Runxin Guo, Xiaoyu Zhang, Shunyun Yang, Xiangke Liao, Yutong Lu, Quan Zou, Benyun Shi
:
Efficient computation of motif discovery on Intel Many Integrated Core (MIC) Architecture. BMC Bioinform. 19-S(9): 185-194 (2018) - [j2]Haoran Yuan, Xiaofeng Chen, Tao Jiang, Xiaoyu Zhang, Zheng Yan
, Yang Xiang:
DedupDUM: Secure and scalable data deduplication with dynamic user management. Inf. Sci. 456: 159-173 (2018) - [j1]Xiaoyu Zhang, Xiaofeng Chen, Jianfeng Wang, Zhihui Zhan, Jin Li:
Verifiable privacy-preserving single-layer perceptron training scheme in cloud computing. Soft Comput. 22(23): 7719-7732 (2018) - 2017
- [c4]Xiaoyu Zhang, Xiangke Liao, Hao Zhu, Kenli Li, Benyun Shi
, Shaoliang Peng:
A novel algorithm for detecting co-evolutionary domains in protein and nucleotide sequences. BIBM 2017: 56-61 - [c3]Shaoliang Peng, Xiaoyu Zhang, Shunyun Yang, Wenhe Su, Zhiqiang Zhang, Dong Dong, Kai Lu, Yutong Lu, Xiangke Liao, Bertil Schmidt
, Weiliang Zhu, Kuan-Ching Li
:
mD3DOCKxb: An Ultra-Scalable CPU-MIC Coordinated Virtual Screening Framework. CCGrid 2017: 671-676 - [c2]Xiaoyu Zhang, Tao Jiang, Kuan-Ching Li
, Xiaofeng Chen:
New Publicly Verifiable Computation for Batch Matrix Multiplication. GPC 2017: 53-65 - 2016
- [c1]Shaoliang Peng, Xiaoyu Zhang, Yutong Lu, Xiangke Liao, Kai Lu, Canqun Yang, Jie Liu, Weiliang Zhu, Dongqing Wei
:
mAMBER: A CPU/MIC collaborated parallel framework for AMBER on Tianhe-2 supercomputer. BIBM 2016: 651-657
Coauthor Index
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