Xiaoyu Zhang - RankMe

48 papers A* 14A 1C 1Misc 1Journal 24Unranked 7

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Refining decision boundaries via dynamic label adversarial training for robust traffic classification. Comput. Stand. Interfaces Haoyu Tong, Meixia Miao, Yundong Liu, Xiaoyu Zhang, Xiangyang Luo, Willy Susilo
2026	A*	`conf`	Stochastic Universal Adversarial Perturbations with Fixed Optimization Constraint and Ensured High-probability Transferability. AAAI Yulin Jin, Xiaoyu Zhang, Haoyu Tong, Jian Lou, Kai Wu, Haibo Hu, Xiaofeng Chen
2025	A*	`conf`	B2Opt: Learning to Optimize Black-box Optimization with Little Budget. AAAI Xiaobin Li, Kai Wu, Xiaoyu Zhang, Handing Wang
2025	J	`jnl`	DeepAW: A Customized DNN Watermarking Scheme Against Unreliable Participants. IEEE Trans. Netw. Sci. Eng. Shen Lin, Xiaoyu Zhang, Xu Ma, Xiaofeng Chen, Willy Susilo
2025	J	`jnl`	DuplexGuard: Safeguarding Deletion Right in Machine Unlearning via Duplex Watermarking. IEEE Trans. Dependable Secur. Comput. Xiaoyu Zhang, Chenyang Zhang, Jian Lou, Kai Wu, Zilong Wang, Xiaofeng Chen
2025	J	`jnl`	MPGStack: Membership Privacy Protection on Graph Data via Model Stacking. IEEE Trans. Dependable Secur. Comput. Chenyang Chen, Xiaoyu Zhang, Shen Lin, Xiaofeng Chen
2025	J	`jnl`	Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation. CoRR Wenxuan Wang, Kai Wu, Yujian Betterest Li, Dan Wang, Xiaoyu Zhang, Jing Liu
2025	A*	`conf`	PoisonedEye: Knowledge Poisoning Attack on Retrieval-Augmented Generation based Large Vision-Language Models. ICML Chenyang Zhang, Xiaoyu Zhang, Jian Lou, Kai Wu, Zilong Wang, Xiaofeng Chen
2025	A*	`conf`	PreferCare: Preference Dataset Copyright Protection in LLM Alignment by Watermark Injection and Verification. CCS Jian Lou, Chenyang Zhang, Xiaoyu Zhang, Kai Wu
2025	J	`jnl`	Purifier$^{+}$: Plug-and-Play Backdoor Mitigation for Pre-Trained Models via Activation Alignment. IEEE Trans. Multim. Xiaoyu Zhang, Yulin Jin, Haoyu Tong, Jian Lou, Kai Wu, Xiaofeng Chen
2025	J	`jnl`	Synthetic Series-Symbol Data Generation for Time Series Foundation Models. CoRR Wenxuan Wang, Kai Wu, Yujian Betterest Li, Dan Wang, Xiaoyu Zhang
2025	—	`conf`	TSGGuide: Recommendation Guide for Multivariate Time Series Generation. WWW (Companion Volume) Beining Zhang, Kai Wu, Xiaoyu Zhang, Handing Wang, Jing Liu, Bei Wang, Kai Wang
2025	—	`conf`	Zeroth-Order Federated Private Tuning for Pretrained Large Language Models. ACISP (3) Xiaoyu Zhang, Yong Lin, Meixia Miao, Jian Lou, Jin Li, Xiaofeng Chen
2024	A*	`conf`	Automated Loss function Search for Class-imbalanced Node Classification. ICML Xinyu Guo, Kai Wu, Xiaoyu Zhang, Jing Liu
2024	J	`jnl`	Automated Loss function Search for Class-imbalanced Node Classification. CoRR Xinyu Guo, Kai Wu, Xiaoyu Zhang, Jing Liu
2024	A*	`conf`	Balancing Generalization and Robustness in Adversarial Training via Steering through Clean and Adversarial Gradient Directions. ACM Multimedia Haoyu Tong, Xiaoyu Zhang, Yulin Jin, Jian Lou, Kai Wu, Xiaofeng Chen
2024	A*	`conf`	GDR-GMA: Machine Unlearning via Direction-Rectified and Magnitude-Adjusted Gradients. ACM Multimedia Shen Lin, Xiaoyu Zhang, Willy Susilo, Xiaofeng Chen, Jun Liu
2024	J	`jnl`	GLHF: General Learned Evolutionary Algorithm Via Hyper Functions. CoRR Xiaobin Li, Kai Wu, Yujian Betterest Li, Xiaoyu Zhang, Handing Wang, Jing Liu
2024	J	`jnl`	MODA: Model Ownership Deprivation Attack in Asynchronous Federated Learning. IEEE Trans. Dependable Secur. Comput. Xiaoyu Zhang, Shen Lin, Chao Chen, Xiaofeng Chen
2024	J	`jnl`	MaskArmor: Confidence masking-based defense mechanism for GNN against MIA. Inf. Sci. Chenyang Chen, Xiaoyu Zhang, Hongyi Qiu, Jian Lou, Zhengyang Liu, Xiaofeng Chen
2024	A*	`conf`	Pretrained Optimization Model for Zero-Shot Black Box Optimization. NeurIPS Xiaobin Li, Kai Wu, Yujian Betterest Li, Xiaoyu Zhang, Handing Wang, Jing Liu
2024	A*	`conf`	Rapid Plug-in Defenders. NeurIPS Kai Wu, Yujian Betterest Li, Jian Lou, Xiaoyu Zhang, Handing Wang, Jing Liu
2023	J	`jnl`	A survey on privacy inference attacks and defenses in cloud-based Deep Neural Network. Comput. Stand. Interfaces Xiaoyu Zhang, Chao Chen, Yi Xie, Xiaofeng Chen, Jun Zhang, Yang Xiang
2023	A*	`conf`	ACQ: Few-shot Backdoor Defense via Activation Clipping and Quantizing. ACM Multimedia Yulin Jin, Xiaoyu Zhang, Jian Lou, Xiaofeng Chen
2023	J	`jnl`	B2Opt: Learning to Optimize Black-box Optimization with Little Budget. CoRR Xiaobin Li, Kai Wu, Xiaoyu Zhang, Handing Wang, Jing Liu
2023	A	`conf`	Closed-form Machine Unlearning for Matrix Factorization. CIKM Shuijing Zhang, Jian Lou, Li Xiong, Xiaoyu Zhang, Jing Liu
2023	A*	`conf`	ERM-KTP: Knowledge-Level Machine Unlearning via Knowledge Transfer. CVPR Shen Lin, Xiaoyu Zhang, Chenyang Chen, Xiaofeng Chen, Willy Susilo
2023	A*	`conf`	Explaining Adversarial Robustness of Neural Networks from Clustering Effect Perspective. ICCV Yulin Jin, Xiaoyu Zhang, Jian Lou, Xu Ma, Zilong Wang, Xiaofeng Chen
2023	A*	`conf`	MUter: Machine Unlearning on Adversarially Trained Models. ICCV Junxu Liu, Mingsheng Xue, Jian Lou, Xiaoyu Zhang, Li Xiong, Zhan Qin
2023	J	`jnl`	Pre-trained transformer for adversarial purification. CoRR Kai Wu, Yujian Betterest Li, Xiaoyu Zhang, Handing Wang, Jing Liu
2022	Misc	`conf`	Chameleon DNN Watermarking: Dynamically Public Model Ownership Verification. WISA Wei Li, Xiaoyu Zhang, Shen Lin, Xinbo Ban, Xiaofeng Chen
2022	—	`conf`	GAME: Generative-Based Adaptive Model Extraction Attack. ESORICS (1) Yi Xie, Mengdie Huang, Xiaoyu Zhang, Changyu Dong, Willy Susilo, Xiaofeng Chen
2022	—	`conf`	Membership Inference Attacks Against Robust Graph Neural Network. CSS Zhengyang Liu, Xiaoyu Zhang, Chenyang Chen, Shen Lin, Jingjin Li
2022	A*	`conf`	Purifier: Plug-and-play Backdoor Mitigation for Pre-trained Models Via Anomaly Activation Suppression. ACM Multimedia Xiaoyu Zhang, Yulin Jin, Tao Wang, Jian Lou, Xiaofeng Chen
2021	—	`conf`	CECMLP: New Cipher-Based Evaluating Collaborative Multi-layer Perceptron Scheme in Federated Learning. ACNS (1) Yuqi Chen, Xiaoyu Zhang, Yi Xie, Meixia Miao, Xu Ma
2021	J	`jnl`	Privacy Inference Attacks and Defenses in Cloud-based Deep Neural Network: A Survey. CoRR Xiaoyu Zhang, Chao Chen, Yi Xie, Xiaofeng Chen, Jun Zhang, Yang Xiang
2021	J	`jnl`	Privacy-preserving and verifiable online crowdsourcing with worker updates. Inf. Sci. Xiaoyu Zhang, Xiaofeng Chen, Hongyang Yan, Yang Xiang
2020	—	`conf`	A High-Recall Membership Inference Attack Based on Confidence-Thresholding Method with Relaxed Assumption. ML4CS (2) Lulu Wang, Xiaoyu Zhang, Yi Xie, Xu Ma, Meixia Miao
2020	J	`jnl`	DeepPAR and DeepDPA: Privacy Preserving and Asynchronous Deep Learning for Industrial IoT. IEEE Trans. Ind. Informatics Xiaoyu Zhang, Xiaofeng Chen, Joseph K. Liu, Yang Xiang
2020	J	`jnl`	Secure multiparty learning from the aggregation of locally trained models. J. Netw. Comput. Appl. Xu Ma, Cunmei Ji, Xiaoyu Zhang, Jianfeng Wang, Jin Li, Kuan-Ching Li, Xiaofeng Chen
2019	J	`jnl`	New publicly verifiable computation for batch matrix multiplication. Inf. Sci. Xiaoyu Zhang, Tao Jiang, Kuan-Ching Li, Aniello Castiglione, Xiaofeng Chen
2019	J	`jnl`	Non-interactive privacy-preserving neural network prediction. Inf. Sci. Xu Ma, Xiaofeng Chen, Xiaoyu Zhang
2019	—	`conf`	Secure Multiparty Learning from Aggregation of Locally Trained Models. ML4CS Xu Ma, Cunmei Ji, Xiaoyu Zhang, Jianfeng Wang, Jin Li, Kuan-Ching Li
2018	J	`jnl`	DedupDUM: Secure and scalable data deduplication with dynamic user management. Inf. Sci. Haoran Yuan, Xiaofeng Chen, Tao Jiang, Xiaoyu Zhang, Zheng Yan, Yang Xiang
2018	J	`jnl`	EPSLP: Efficient and privacy-preserving single-layer perceptron learning in cloud computing. J. High Speed Networks Jingjing Wang, Xiaoyu Zhang, Xiaoling Tao, Jianfeng Wang
2018	J	`jnl`	Verifiable privacy-preserving single-layer perceptron training scheme in cloud computing. Soft Comput. Xiaoyu Zhang, Xiaofeng Chen, Jianfeng Wang, Zhihui Zhan, Jin Li
2017	C	`conf`	New Publicly Verifiable Computation for Batch Matrix Multiplication. GPC Xiaoyu Zhang, Tao Jiang, Kuan-Ching Li, Xiaofeng Chen
2017	J	`jnl`	Security Analysis of "PSLP: Privacy-Preserving Single-Layer Perceptron Learning for e-Healthcare". IACR Cryptol. ePrint Arch. Jingjing Wang, Xiaoyu Zhang, Jingjing Guo, Jianfeng Wang