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ORCIDZhiyi Tian
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2020 – today
- 2025
[j21]Shaolong Guo
, Yuntao Wang, Ning Zhang, Zhou Su, Tom H. Luan, Zhiyi Tian, Xuemin Shen:
A Survey on Semantic Communication Networks: Architecture, Security, and Privacy. IEEE Commun. Surv. Tutorials 27(5): 2860-2894 (2025)- [j20]Zhiyi Tian, Chenhan Zhang, Weiqi Wang, Hanna Bogucka, Shui Yu:
ROSE: A Receiver-Oriented Semantic Communication Framework. IEEE Netw. 39(2): 216-223 (2025) - [j19]Zhongxia Zhang, Zhengchun Zhou, Zhiyi Tian, Shui Yu:
CRCGAN: Toward robust feature extraction in finger vein recognition. Pattern Recognit. 158: 111064 (2025) - [j18]Zhiyi Tian, Weiqi Wang, Chenhan Zhang, Shui Yu:
Model-Enabled Task-Oriented Semantic Communications Through Knowledge Synchronization. IEEE Trans. Cogn. Commun. Netw. 11(5): 3371-3383 (2025) - [j17]Weiqi Wang, Chenhan Zhang, Zhiyi Tian, Shui Yu:
FedU: Federated Unlearning via User-Side Influence Approximation Forgetting. IEEE Trans. Dependable Secur. Comput. 22(3): 2550-2562 (2025) - [j16]Luoyu Chen, Weiqi Wang, Zhiyi Tian, Chenhan Zhang, Shui Yu:
Backdoored Sample Cleansing for Unlabeled Datasets via Bootstrapped Dual Set Purification. IEEE Trans. Dependable Secur. Comput. 22(4): 3708-3722 (2025) - [j15]Weiqi Wang, Chenhan Zhang, Zhiyi Tian, Shushu Liu, Shui Yu:
CRFU: Compressive Representation Forgetting Against Privacy Leakage on Machine Unlearning. IEEE Trans. Dependable Secur. Comput. 22(4): 3916-3929 (2025) - [j14]Weiqi Wang, Zhiyi Tian, Chenhan Zhang, Shui Yu:
SCU: An Efficient Machine Unlearning Scheme for Deep Learning Enabled Semantic Communications. IEEE Trans. Inf. Forensics Secur. 20: 547-558 (2025) - [j13]Weiqi Wang, Chenhan Zhang, Zhiyi Tian, Shui Yu, Zhou Su:
Evaluation of Machine Unlearning Through Model Difference. IEEE Trans. Inf. Forensics Secur. 20: 5211-5223 (2025) - [c16]Ahmed Asiri, Luoyu Chen, Zhiyi Tian, Xiaoyu Ding, Shui Yu:
MG-Det: Deepfake Detection with Multi-granularity. ACISP (3) 2025: 227-244 - [c15]Jingwen Sun, Zhiyi Tian, Yu He, Jingwei Sun, Guangzhong Sun:
Introducing Graph Context into Language Models through Parameter-Efficient Fine-Tuning for Lexical Relation Mining. ACL (1) 2025: 10359-10374 - [c14]Xiaoyu Ding, Weiqi Wang, Zhiyi Tian, Shui Yu:
IDIR: Interpolated Diffusion Image Reconstruction for Generalizable Detection of Synthetic Images. PAKDD (4) 2025: 3-14 - [c13]Chenhan Zhang, Weiqi Wang, Zhiyi Tian, James Jianqiao Yu, Dali Kaafar, An Liu, Shui Yu:
Can Self Supervision Rejuvenate Similarity-Based Link Prediction? PAKDD (7) 2025: 271-283 - [c12]Hiep Vo, Zhiyi Tian, Chenhan Zhang, James Xi Zheng, Shui Yu:
Inversion Triplet - A Contrastive Backdoor Mitigation Method for Self-Supervised Vision Encoders. PAKDD (6) 2025: 277-289 - [c11]Tao Zhang, Feng Wu, Zhiyi Tian, Chenhan Zhang, Shui Yu:
MOUSSE: A Multimodality-Oriented Unified Semantic Communication System by Contrastive Learning. WCNC 2025: 1-6 - [c10]Weiqi Wang, Zhiyi Tian, An Liu, Shui Yu:
TAPE: Tailored Posterior Difference for Auditing of Machine Unlearning. WWW 2025: 3061-3072 - [i7]Weiqi Wang, Zhiyi Tian, An Liu, Shui Yu:
TAPE: Tailored Posterior Difference for Auditing of Machine Unlearning. CoRR abs/2502.19770 (2025) - [i6]Weiqi Wang, Zhiyi Tian, Chenhan Zhang, Shui Yu:
SCU: An Efficient Machine Unlearning Scheme for Deep Learning Enabled Semantic Communications. CoRR abs/2502.19785 (2025) - [i5]Weiqi Wang, Chenhan Zhang, Zhiyi Tian, Shushu Liu, Shui Yu:
CRFU: Compressive Representation Forgetting Against Privacy Leakage on Machine Unlearning. CoRR abs/2503.00062 (2025) - [i4]Weiqi Wang, Chenhan Zhang, Zhiyi Tian, Shui Yu:
SMS: Self-supervised Model Seeding for Verification of Machine Unlearning. CoRR abs/2509.25613 (2025) - 2024
- [j12]Chenhan Zhang, Shui Yu, Zhiyi Tian, James J. Q. Yu:
Generative Adversarial Networks: A Survey on Attack and Defense Perspective. ACM Comput. Surv. 56(4): 91:1-91:35 (2024) - [j11]Jie Dou, Gang Xie, Zhiyi Tian, Lei Cui, Shui Yu:
Modeling and Analyzing the Spatial-Temporal Propagation of Malware in Mobile Wearable IoT Networks. IEEE Internet Things J. 11(2): 2438-2452 (2024) - [j10]Zhiyi Tian, Hiep Khac Vo, Chenhan Zhang, Geyong Min, Shui Yu:
An Asynchronous Multi-Task Semantic Communication Method. IEEE Netw. 38(4): 275-283 (2024) - [j9]Zhiyi Tian, Lei Cui, Chenhan Zhang, Shuaishuai Tan, Shui Yu, Yonghong Tian:
The Role of Class Information in Model Inversion Attacks Against Image Deep Learning Classifiers. IEEE Trans. Dependable Secur. Comput. 21(4): 2407-2420 (2024) - [j8]Weiqi Wang, Chenhan Zhang, Zhiyi Tian, Shui Yu:
Machine Unlearning via Representation Forgetting With Parameter Self-Sharing. IEEE Trans. Inf. Forensics Secur. 19: 1099-1111 (2024) - [j7]Chenhan Zhang, Weiqi Wang, Zhiyi Tian, Shui Yu:
Forgetting and Remembering Are Both You Need: Balanced Graph Structure Unlearning. IEEE Trans. Inf. Forensics Secur. 19: 6751-6763 (2024) - [j6]Chenhan Zhang, Zhiyi Tian, Weiqi Wang, Shui Yu:
Semantic Communications Toward Graph Data. IEEE Wirel. Commun. 31(6): 178-185 (2024) - [c9]Hangyu Zhao, Hua Wu, Xuqiong Bian, Songtao Liu, Guang Cheng, Xiaoyan Hu, Zhiyi Tian:
Unveiling the Unseen: Video Recognition Attacks on Social Software. ACISP (2) 2024: 412-432 - [c8]Y. Neil Qu, Zonghao Ji, Lei Cui, Chong Zhang, Lei Liu, Zhiyi Tian:
Continuous Verification of Catastrophic Recalling in Machine Unlearning via Adversarial Testing. DSC 2024: 370-377 - [c7]Ahmed Asiri, Feng Wu, Zhiyi Tian, Shui Yu:
From the Perspective of AI Safety: Analyzing the Impact of XAI Performance on Adversarial Attack. GLOBECOM 2024: 4982-4987 - [i3]Shaolong Guo, Yuntao Wang, Ning Zhang, Zhou Su, Tom H. Luan, Zhiyi Tian, Xuemin Shen:
A Survey on Semantic Communication Networks: Architecture, Security, and Privacy. CoRR abs/2405.01221 (2024) - [i2]Weiqi Wang, Zhiyi Tian, Shui Yu:
Machine Unlearning: A Comprehensive Survey. CoRR abs/2405.07406 (2024) - [i1]Chenhan Zhang, Weiqi Wang, Zhiyi Tian, James Jianqiao Yu, Mohamed Ali Kâafar, An Liu, Shui Yu:
Can Self Supervision Rejuvenate Similarity-Based Link Prediction? CoRR abs/2410.19183 (2024) - 2023
- [j5]Xiaodong Qu, Chengcheng Guan, Gang Xie, Zhiyi Tian, Keshav Sood, Chaoli Sun, Lei Cui:
Personalized Federated Learning for Heterogeneous Residential Load Forecasting. Big Data Min. Anal. 6(4): 421-432 (2023) - [j4]Zhiyi Tian, Lei Cui, Jie Liang, Shui Yu:
A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning. ACM Comput. Surv. 55(8): 166:1-166:35 (2023) - [c6]Weiqi Wang, Zhiyi Tian, Chenhan Zhang, An Liu, Shui Yu:
BFU: Bayesian Federated Unlearning with Parameter Self-Sharing. AsiaCCS 2023: 567-578 - [c5]Chenhan Zhang, Zhiyi Tian, James J. Q. Yu, Shui Yu:
Construct New Graphs Using Information Bottleneck Against Property Inference Attacks. ICC 2023: 765-770 - [c4]Zhiyi Tian, Chenhan Zhang, Keshav Sood, Shui Yu:
Inferring Private Data from AI Models in Metaverse through Black-box Model Inversion Attacks. MetaCom 2023: 49-56 - 2022
- [j3]Shuaishuai Tan, Xiaoxiong Zhong, Zhiyi Tian, Qingkuan Dong:
Sneaking Through Security: Mutating Live Network Traffic to Evade Learning-Based NIDS. IEEE Trans. Netw. Serv. Manag. 19(3): 2295-2308 (2022) - [c3]Zhiyi Tian, Chenhan Zhang, Lei Cui, Shui Yu:
GSMI: A Gradient Sign Optimization Based Model Inversion Method. AI 2022: 67-78 - [c2]Shaolong Guo, Zhou Su, Zhiyi Tian, Shui Yu:
Utility-Aware Privacy-Preserving Federated Learning through Information Bottleneck. TrustCom 2022: 680-686 - 2021
- [c1]Shuaishuai Tan, Zhiyi Tian, Xiaoxiong Zhong, Shui Yu, Weizhe Zhang, Guozhong Dong:
A Novel Android Malware Detection Method Based on Visible User Interface. TrustCom 2021: 659-666
2010 – 2019
- 2019
- [j2]Jiayong Liu, Zhiyi Tian, Rongfeng Zheng, Liang Liu:
A Distance-Based Method for Building an Encrypted Malware Traffic Identification Framework. IEEE Access 7: 100014-100028 (2019) - 2017
- [j1]Sara A. McComb, Zhiyi Tian, Laura Sands, Ayten Turkcan, Lingsong Zhang, Shree Frazier, Mark A. Lawley:
Cancelled Primary Care Appointments: A Prospective Cohort Study of Diabetic Patients. J. Medical Syst. 41(4): 53:1-53:8 (2017)
Coauthor Index
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