Zhiyi Tian

51 papers A* 1A 1B 5Misc 1Journal 34Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
BlindU: Blind Machine Unlearning Without Revealing Erasing Data.
IEEE Trans. Pattern Anal. Mach. Intell.
Weiqi Wang, Zhiyi Tian, Chenhan Zhang, Shui Yu
2026 J jnl
BlindU: Blind Machine Unlearning without Revealing Erasing Data.
CoRR
Weiqi Wang, Zhiyi Tian, Chenhan Zhang, Shui Yu
2026 J jnl
EVE: Efficient Verification of Data Erasure through Customized Perturbation in Approximate Unlearning.
CoRR
Weiqi Wang, Zhiyi Tian, Chenhan Zhang, Luoyu Chen, Shui Yu
2026 J jnl
GeoIB: Geometry-Aware Information Bottleneck via Statistical-Manifold Compression.
CoRR
Weiqi Wang, Zhiyi Tian, Chenhan Zhang, Shui Yu
2026 J jnl
Information Bottleneck-Based Subgraphs Defending Against Inference Attacks in Federated Graph Learning Systems.
IEEE Trans. Cogn. Commun. Netw.
Chenhan Zhang, Weiqi Wang, Zhiyi Tian, Shui Yu
2026 J jnl
SMS: Self-Supervised Model Seeding for Verification of Machine Unlearning.
IEEE Trans. Dependable Secur. Comput.
Weiqi Wang, Chenhan Zhang, Zhiyi Tian, Shui Yu
2025 J jnl
A Survey on Semantic Communication Networks: Architecture, Security, and Privacy.
IEEE Commun. Surv. Tutorials
Shaolong Guo, Yuntao Wang, Ning Zhang, Zhou Su, Tom H. Luan, Zhiyi Tian, Xuemin Shen
2025 J jnl
Backdoored Sample Cleansing for Unlabeled Datasets via Bootstrapped Dual Set Purification.
IEEE Trans. Dependable Secur. Comput.
Luoyu Chen, Weiqi Wang, Zhiyi Tian, Chenhan Zhang, Shui Yu
2025 J jnl
CRCGAN: Toward robust feature extraction in finger vein recognition.
Pattern Recognit.
Zhongxia Zhang, Zhengchun Zhou, Zhiyi Tian, Shui Yu
2025 J jnl
CRFU: Compressive Representation Forgetting Against Privacy Leakage on Machine Unlearning.
CoRR
Weiqi Wang, Chenhan Zhang, Zhiyi Tian, Shushu Liu, Shui Yu
2025 J jnl
CRFU: Compressive Representation Forgetting Against Privacy Leakage on Machine Unlearning.
IEEE Trans. Dependable Secur. Comput.
Weiqi Wang, Chenhan Zhang, Zhiyi Tian, Shushu Liu, Shui Yu
2025 — conf
Can Self Supervision Rejuvenate Similarity-Based Link Prediction?
PAKDD (7)
Chenhan Zhang, Weiqi Wang, Zhiyi Tian, James Jianqiao Yu, Dali Kaafar, An Liu, Shui Yu
2025 J jnl
Evaluation of Machine Unlearning Through Model Difference.
IEEE Trans. Inf. Forensics Secur.
Weiqi Wang, Chenhan Zhang, Zhiyi Tian, Shui Yu, Zhou Su
2025 J jnl
FedU: Federated Unlearning via User-Side Influence Approximation Forgetting.
IEEE Trans. Dependable Secur. Comput.
Weiqi Wang, Chenhan Zhang, Zhiyi Tian, Shui Yu
2025 B conf
Fine-Grained Privacy-Preserving Semantic Communication against Eavesdropping Attacks.
GLOBECOM
Wanyu Li, Zhiyi Tian, Weiqi Wang, Xiaoyu Ding, Shui Yu
2025 — conf
IDIR: Interpolated Diffusion Image Reconstruction for Generalizable Detection of Synthetic Images.
PAKDD (4)
Xiaoyu Ding, Weiqi Wang, Zhiyi Tian, Shui Yu
2025 — conf
Introducing Graph Context into Language Models through Parameter-Efficient Fine-Tuning for Lexical Relation Mining.
ACL (1)
Jingwen Sun, Zhiyi Tian, Yu He, Jingwei Sun, Guangzhong Sun
2025 — conf
Inversion Triplet - A Contrastive Backdoor Mitigation Method for Self-Supervised Vision Encoders.
PAKDD (6)
Hiep Vo, Zhiyi Tian, Chenhan Zhang, James Xi Zheng, Shui Yu
2025 — conf
MG-Det: Deepfake Detection with Multi-granularity.
ACISP (3)
Ahmed Asiri, Luoyu Chen, Zhiyi Tian, Xiaoyu Ding, Shui Yu
2025 B conf
MOUSSE: A Multimodality-Oriented Unified Semantic Communication System by Contrastive Learning.
WCNC
Tao Zhang, Feng Wu, Zhiyi Tian, Chenhan Zhang, Shui Yu
2025 J jnl
Model-Enabled Task-Oriented Semantic Communications Through Knowledge Synchronization.
IEEE Trans. Cogn. Commun. Netw.
Zhiyi Tian, Weiqi Wang, Chenhan Zhang, Shui Yu
2025 J jnl
ROSE: A Receiver-Oriented Semantic Communication Framework.
IEEE Netw.
Zhiyi Tian, Chenhan Zhang, Weiqi Wang, Hanna Bogucka, Shui Yu
2025 J jnl
SCU: An Efficient Machine Unlearning Scheme for Deep Learning Enabled Semantic Communications.
CoRR
Weiqi Wang, Zhiyi Tian, Chenhan Zhang, Shui Yu
2025 J jnl
SCU: An Efficient Machine Unlearning Scheme for Deep Learning Enabled Semantic Communications.
IEEE Trans. Inf. Forensics Secur.
Weiqi Wang, Zhiyi Tian, Chenhan Zhang, Shui Yu
2025 J jnl
SMS: Self-supervised Model Seeding for Verification of Machine Unlearning.
CoRR
Weiqi Wang, Chenhan Zhang, Zhiyi Tian, Shui Yu
2025 A* conf
TAPE: Tailored Posterior Difference for Auditing of Machine Unlearning.
WWW
Weiqi Wang, Zhiyi Tian, An Liu, Shui Yu
2025 J jnl
TAPE: Tailored Posterior Difference for Auditing of Machine Unlearning.
CoRR
Weiqi Wang, Zhiyi Tian, An Liu, Shui Yu
2024 J jnl
A Survey on Semantic Communication Networks: Architecture, Security, and Privacy.
CoRR
Shaolong Guo, Yuntao Wang, Ning Zhang, Zhou Su, Tom H. Luan, Zhiyi Tian, Xuemin Shen
2024 J jnl
An Asynchronous Multi-Task Semantic Communication Method.
IEEE Netw.
Zhiyi Tian, Hiep Khac Vo, Chenhan Zhang, Geyong Min, Shui Yu
2024 J jnl
Can Self Supervision Rejuvenate Similarity-Based Link Prediction?
CoRR
Chenhan Zhang, Weiqi Wang, Zhiyi Tian, James Jianqiao Yu, Mohamed Ali Kâafar, An Liu, Shui Yu
2024 — conf
Continuous Verification of Catastrophic Recalling in Machine Unlearning via Adversarial Testing.
DSC
Y. Neil Qu, Zonghao Ji, Lei Cui, Chong Zhang, Lei Liu, Zhiyi Tian
2024 J jnl
Forgetting and Remembering Are Both You Need: Balanced Graph Structure Unlearning.
IEEE Trans. Inf. Forensics Secur.
Chenhan Zhang, Weiqi Wang, Zhiyi Tian, Shui Yu
2024 B conf
From the Perspective of AI Safety: Analyzing the Impact of XAI Performance on Adversarial Attack.
GLOBECOM
Ahmed Asiri, Feng Wu, Zhiyi Tian, Shui Yu
2024 J jnl
Generative Adversarial Networks: A Survey on Attack and Defense Perspective.
ACM Comput. Surv.
Chenhan Zhang, Shui Yu, Zhiyi Tian, James J. Q. Yu
2024 J jnl
Machine Unlearning via Representation Forgetting With Parameter Self-Sharing.
IEEE Trans. Inf. Forensics Secur.
Weiqi Wang, Chenhan Zhang, Zhiyi Tian, Shui Yu
2024 J jnl
Machine Unlearning: A Comprehensive Survey.
CoRR
Weiqi Wang, Zhiyi Tian, Shui Yu
2024 J jnl
Modeling and Analyzing the Spatial-Temporal Propagation of Malware in Mobile Wearable IoT Networks.
IEEE Internet Things J.
Jie Dou, Gang Xie, Zhiyi Tian, Lei Cui, Shui Yu
2024 J jnl
Semantic Communications Toward Graph Data.
IEEE Wirel. Commun.
Chenhan Zhang, Zhiyi Tian, Weiqi Wang, Shui Yu
2024 J jnl
The Role of Class Information in Model Inversion Attacks Against Image Deep Learning Classifiers.
IEEE Trans. Dependable Secur. Comput.
Zhiyi Tian, Lei Cui, Chenhan Zhang, Shuaishuai Tan, Shui Yu, Yonghong Tian
2024 — conf
Unveiling the Unseen: Video Recognition Attacks on Social Software.
ACISP (2)
Hangyu Zhao, Hua Wu, Xuqiong Bian, Songtao Liu, Guang Cheng, Xiaoyan Hu, Zhiyi Tian
2023 J jnl
A Comprehensive Survey on Poisoning Attacks and Countermeasures in Machine Learning.
ACM Comput. Surv.
Zhiyi Tian, Lei Cui, Jie Liang, Shui Yu
2023 A conf
BFU: Bayesian Federated Unlearning with Parameter Self-Sharing.
AsiaCCS
Weiqi Wang, Zhiyi Tian, Chenhan Zhang, An Liu, Shui Yu
2023 — conf
Construct New Graphs Using Information Bottleneck Against Property Inference Attacks.
ICC
Chenhan Zhang, Zhiyi Tian, James J. Q. Yu, Shui Yu
2023 — conf
Inferring Private Data from AI Models in Metaverse through Black-box Model Inversion Attacks.
MetaCom
Zhiyi Tian, Chenhan Zhang, Keshav Sood, Shui Yu
2023 J jnl
Personalized Federated Learning for Heterogeneous Residential Load Forecasting.
Big Data Min. Anal.
Xiaodong Qu, Chengcheng Guan, Gang Xie, Zhiyi Tian, Keshav Sood, Chaoli Sun, Lei Cui
2022 Misc conf
GSMI: A Gradient Sign Optimization Based Model Inversion Method.
AI
Zhiyi Tian, Chenhan Zhang, Lei Cui, Shui Yu
2022 J jnl
Sneaking Through Security: Mutating Live Network Traffic to Evade Learning-Based NIDS.
IEEE Trans. Netw. Serv. Manag.
Shuaishuai Tan, Xiaoxiong Zhong, Zhiyi Tian, Qingkuan Dong
2022 B conf
Utility-Aware Privacy-Preserving Federated Learning through Information Bottleneck.
TrustCom
Shaolong Guo, Zhou Su, Zhiyi Tian, Shui Yu
2021 B conf
A Novel Android Malware Detection Method Based on Visible User Interface.
TrustCom
Shuaishuai Tan, Zhiyi Tian, Xiaoxiong Zhong, Shui Yu, Weizhe Zhang, Guozhong Dong
2019 J jnl
A Distance-Based Method for Building an Encrypted Malware Traffic Identification Framework.
IEEE Access
Jiayong Liu, Zhiyi Tian, Rongfeng Zheng, Liang Liu
2017 J jnl
Cancelled Primary Care Appointments: A Prospective Cohort Study of Diabetic Patients.
J. Medical Syst.
Sara A. McComb, Zhiyi Tian, Laura Sands, Ayten Turkcan, Lingsong Zhang, Shree Frazier, Mark A. Lawley