Using Graph-Based Ensemble Learning to Classify Imbalanced Data. - Anyong Qin; Zhaowei Shang; Jinyu Tian 001; Taiping Zhang; Yulong Wang 002; Yuanyan Tang (CYBCONF, 2017)

Maximum correntropy criterion for convex anc semi-nonnegative matrix factorization. - Anyong Qin; Zhaowei Shang; Jinyu Tian 001; Ailin Li; Yulong Wang 002; Yuan Yan Tang (SMC, 2017)

Learning the Distribution Preserving Semantic Subspace for Clustering. - Jinyu Tian 001; Taiping Zhang; Anyong Qin; Zhaowei Shang; Yuan Yan Tang (IEEE Trans. Image Process., 2017)

Edge-Smoothing-Based Distribution Preserving Hyperspherical Embedding for Hyperspectral Image Classification. - Anyong Qin; Zhaowei Shang; Jinyu Tian 001; Taiping Zhang; Yuan Yan Tang; Jiye Qian (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Robust Subspace Clustering With Independent and Piecewise Identically Distributed Noise Modeling. - Yuanman Li; Jiantao Zhou 001; Xianwei Zheng; Jinyu Tian 001; Yuan Yan Tang (CVPR, 2019)

Robust Nonconvex Nonnegative Low-rank Representation. - Yin-Ping Zhao; Xiliang Lu; Long Chen 001; Jinyu Tian 001; C. L. Philip Chen (iFUZZY, 2019)

Spectral-Spatial Graph Convolutional Networks for Semisupervised Hyperspectral Image Classification. - Anyong Qin; Zhaowei Shang; Jinyu Tian 001; Yulong Wang 002; Taiping Zhang; Yuan Yan Tang (IEEE Geosci. Remote. Sens. Lett., 2019)

Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain. - Jinyu Tian 001; Jiantao Zhou 001; Yuanman Li; Jia Duan (AAAI, 2021)

Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services. - Jinyu Tian 001; Jiantao Zhou 001; Jia Duan (CVPR, 2021)

Self-Supervised Adversarial Example Detection by Disentangled Representation. - Zhaoxi Zhang; Leo Yu Zhang; Xufei Zheng; Shengshan Hu; Jinyu Tian 001; Jiantao Zhou 001 (CoRR, 2021)

Optimal Pre-Filtering for Improving Facebook Shared Images. - Weiwei Sun 009; Jiantao Zhou 001; Li Dong 006; Jinyu Tian 001; Jun Liu 071 (IEEE Trans. Image Process., 2021)

Robust Image Forgery Detection over Online Social Network Shared Images. - Haiwei Wu; Jiantao Zhou 001; Jinyu Tian 001; Jun Liu 071 (CVPR, 2022)

Self-Supervised Adversarial Example Detection by Disentangled Representation. - Zhaoxi Zhang; Leo Yu Zhang; Xufei Zheng; Jinyu Tian 001; Jiantao Zhou 001 (TrustCom, 2022)

Exploring Spatial-Temporal Features for Deepfake Detection and Localization. - Haiwei Wu; Jiantao Zhou 001; Shile Zhang; Jinyu Tian 001 (CoRR, 2022)

Robust Matrix Factorization via Minimum Weighted Error Entropy Criterion. - Yuanman Li; Jiantao Zhou 001; Junyang Chen 001; Jinyu Tian 001; Li Dong 006; Xia Li 006 (IEEE Trans. Comput. Soc. Syst., 2022)

Robust Image Forgery Detection Against Transmission Over Online Social Networks. - Haiwei Wu; Jiantao Zhou 001; Jinyu Tian 001; Jun Liu 071; Yu Qiao 001 (IEEE Trans. Inf. Forensics Secur., 2022)

Weighted Error Entropy-Based Information Theoretic Learning for Robust Subspace Representation. - Yuanman Li; Jiantao Zhou 001; Jinyu Tian 001; Xianwei Zheng; Yuan Yan Tang (IEEE Trans. Neural Networks Learn. Syst., 2022)

Physically Robust Reversible Watermarking. - Jiale Chen; Xiaojian Ji; Li Dong 006; Rangding Wang; Diqun Yan; Jinyu Tian 001 (AMC-SME, 2023)

Effective Ambiguity Attack Against Passport-based DNN Intellectual Property Protection Schemes through Fully Connected Layer Substitution. - Yiming Chen; Jinyu Tian 001; Xiangyu Chen 006; Jiantao Zhou 001 (CVPR, 2023)

Gradient Sign Inversion: Making an Adversarial Attack a Good Defense. - Xiaojian Ji; Li Dong 006; Rangding Wang; Diqun Yan; Yang Yin; Jinyu Tian 001 (IJCNN, 2023)

Universal Defensive Underpainting Patch: Making Your Text Invisible to Optical Character Recognition. - Jiacheng Deng 001; Li Dong 006; Jiahao Chen; Diqun Yan; Rangding Wang; Dengpan Ye; Lingchen Zhao; Jinyu Tian 001 (ACM Multimedia, 2023)

DifAttack: Query-Efficient Black-Box Attack via Disentangled Feature Space. - Jun Liu 071; Jiantao Zhou 001; Jiandian Zeng; Jinyu Tian 001 (CoRR, 2023)

Parallel multiple watermarking using adaptive Inter-Block correlation. - Xingrun Wang; Xiaochen Yuan; Mianjie Li; Ying Sun; Jinyu Tian 001; Hongfei Guo; Jianqing Li 001 (Expert Syst. Appl., 2023)

Microcontroller Unit Chip Temperature Fingerprint Informed Machine Learning for IIoT Intrusion Detection. - Tingting Wang 006; Kai Fang 001; Wei Wei 006; Jinyu Tian 001; Yuanyuan Pan; Jianqing Li 001 (IEEE Trans. Ind. Informatics, 2023)

Hierarchical Services of Convolutional Neural Networks via Probabilistic Selective Encryption. - Jinyu Tian 001; Jiantao Zhou 001; Jia Duan (IEEE Trans. Serv. Comput., 2023)

Spatial-Temporal Attention Graph Convolution Network on Edge Cloud for Traffic Flow Prediction. - Qifeng Lai; Jinyu Tian 001; Wei Wang 077; Xiping Hu (IEEE Trans. Intell. Transp. Syst., 2023)

DifAttack: Query-Efficient Black-Box Adversarial Attack via Disentangled Feature Space. - Jun Liu 071; Jiantao Zhou 001; Jiandian Zeng; Jinyu Tian 001 (AAAI, 2024)

Regroup Median Loss for Combating Label Noise. - Fengpeng Li; Kemou Li; Jinyu Tian 001; Jiantao Zhou 001 (AAAI, 2024)

Source Attribution for Images Generated by Diffusion-Based Text-to-Image Models: Exploring the Forensics Approach. - Xinqi Jiang; Jinyu Tian 001 (APSIPA, 2024)

DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain. - Fengpeng Li; Kemou Li; Haiwei Wu; Jinyu Tian 001; Jiantao Zhou 001 (NeurIPS, 2024)

DifAttack++: Query-Efficient Black-Box Adversarial Attack via Hierarchical Disentangled Feature Space in Cross-Domain. - Jun Liu 071; Jiantao Zhou 001; Jiandian Zeng; Jinyu Tian 001; Zheng Li (CoRR, 2024)

Deferred Poisoning: Making the Model More Vulnerable via Hessian Singularization. - Yuhao He 001; Jinyu Tian 001; Xianwei Zheng; Li Dong 006; Yuanman Li; Leo Yu Zhang; Jiantao Zhou 001 (CoRR, 2024)

A dense video caption dataset of student classroom behaviors and a baseline model with boundary semantic awareness. - Yong Wu; Jinyu Tian 001; Huijun Liu; Yuanyan Tang (Displays, 2024)

Robust Camera Model Identification Over Online Social Network Shared Images via Multi-Scenario Learning. - Haiwei Wu; Jiantao Zhou 001; Xinyu Zhang; Jinyu Tian 001; Weiwei Sun 009 (IEEE Trans. Inf. Forensics Secur., 2024)

Operation History Estimation and Its Application to Multi-Degraded Image Restoration. - Yuanman Li; Minhua Liu; Jinyu Tian 001; Jie Du 001; Xia Li 006 (IEEE Trans. Consumer Electron., 2024)

Transformer-Based Image Inpainting Detection via Label Decoupling and Constrained Adversarial Training. - Yuanman Li; Liangpei Hu; Li Dong 006; Haiwei Wu; Jinyu Tian 001; Jiantao Zhou 001; Xia Li 006 (IEEE Trans. Circuits Syst. Video Technol., 2024)

Generating Robust Adversarial Examples against Online Social Networks (OSNs). - Jun Liu 071; Jiantao Zhou 001; Haiwei Wu; Weiwei Sun 009; Jinyu Tian 001 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Structured Encoding Based on Semantic Disambiguation for Video Captioning. - Bo Sun 006; Jinyu Tian 001; Yong Wu; Lunjun Yu; Yuanyan Tang (Cogn. Comput., 2024)

Recoverable Privacy-Preserving Image Classification through Noise-like Adversarial Examples. - Jun Liu 071; Jiantao Zhou 001; Jinyu Tian 001; Weiwei Sun 009 (ACM Trans. Multim. Comput. Commun. Appl., 2024)

Multimodal Fusion With Optimized Embedding Strength for Consumptive Medical Image Protection. - Xingrun Wang; Jinyu Tian 001; Jianqing Li 001; Binze Wang; Yuanyan Tang (IEEE Trans. Consumer Electron., 2024)

Anti-Diffusion: Preventing Abuse of Modifications of Diffusion-Based Models. - Zheng Li; Liangbin Xie; Jiantao Zhou 001; Xintao Wang 002; Haiwei Wu; Jinyu Tian 001 (AAAI, 2025)

Data-Free Universal Attack by Exploiting the Intrinsic Vulnerability of Deep Models. - YangTian Yan; Jinyu Tian 001 (AAAI, 2025)

Short-Term Electricity-Load Forecasting by deep learning: A comprehensive survey. - Qi Dong; Rubing Huang; Chenhui Cui; Dave Towey; Ling Zhou 005; Jinyu Tian 001; Jianzhou Wang (Eng. Appl. Artif. Intell., 2025)

Toward Robust Learning via Core Feature-Aware Adversarial Training. - Fengpeng Li; Kemou Li; Haiwei Wu; Jinyu Tian 001; Jiantao Zhou 001 (IEEE Trans. Inf. Forensics Secur., 2025)

AdaSin: Enhancing Hard Sample Metrics with Dual Adaptive Penalty for Face Recognition. - Qiqi Guo; Zhuowen Zheng; Guanghua Yang; Zhiquan Liu; Xiaofan Li 001; Jianqing Li 001; Jinyu Tian 001; Xueyuan Gong (CoRR, 2025)

Structure Disruption: Subverting Malicious Diffusion-Based Inpainting via Self-Attention Query Perturbation. - Yuhao He 001; Jinyu Tian 001; Haiwei Wu; Jianqing Li 001 (CoRR, 2025)

Security Within Security: Attack Detection Model With Defenses Against Attacks Capability for Zero-Trust Networks. - Tingting Wang 006; Kai Fang 001; Jijing Cai; Lina Wang; Jinyu Tian 001; Hailin Feng; Jianqing Li 001; Mohsen Guizani; Wei Wang 077 (IEEE J. Sel. Areas Commun., 2025)

AI-Backed Network Security for Connecting Air, Space, and Ground. - Tingting Wang 006; Kai Fang 001; Jinyu Tian 001; Hailin Feng; Maryam M. Al Dabel; Ali Kashif Bashir; Wei Wang 077 (IEEE Wirel. Commun., 2025)