Jinyu Tian

Orcid: 0000-0002-2449-5277

Affiliations:

Macau University of Science and Technology, School of Computer Science and Engineering, Macau
University of Macau, Faculty of Science and Technology, Macau (PhD 2022)
Chongqing University, College of Mathematics and Statistics, China (former)

According to our database¹, Jinyu Tian authored at least 48 papers between 2017 and 2025.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

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Bibliography

2025

AI-Backed Network Security for Connecting Air, Space, and Ground.

[BibT_eX]

[DOI]

IEEE Wirel. Commun., June, 2025

Security Within Security: Attack Detection Model With Defenses Against Attacks Capability for Zero-Trust Networks.

[BibT_eX]

[DOI]

IEEE J. Sel. Areas Commun., June, 2025

Structure Disruption: Subverting Malicious Diffusion-Based Inpainting via Self-Attention Query Perturbation.

[BibT_eX]

[DOI]

CoRR, May, 2025

AdaSin: Enhancing Hard Sample Metrics with Dual Adaptive Penalty for Face Recognition.

[BibT_eX]

[DOI]

CoRR, March, 2025

Toward Robust Learning via Core Feature-Aware Adversarial Training.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2025

Short-Term Electricity-Load Forecasting by deep learning: A comprehensive survey.

[BibT_eX]

[DOI]

Eng. Appl. Artif. Intell., 2025

Data-Free Universal Attack by Exploiting the Intrinsic Vulnerability of Deep Models.

[BibT_eX]

[DOI]

YangTian Yan

Jinyu Tian

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Anti-Diffusion: Preventing Abuse of Modifications of Diffusion-Based Models.

[BibT_eX]

[DOI]

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Multimodal Fusion With Optimized Embedding Strength for Consumptive Medical Image Protection.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., August, 2024

Recoverable Privacy-Preserving Image Classification through Noise-like Adversarial Examples.

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., July, 2024

Structured Encoding Based on Semantic Disambiguation for Video Captioning.

[BibT_eX]

[DOI]

Cogn. Comput., May, 2024

Generating Robust Adversarial Examples against Online Social Networks (OSNs).

[BibT_eX]

[DOI]

ACM Trans. Multim. Comput. Commun. Appl., April, 2024

Transformer-Based Image Inpainting Detection via Label Decoupling and Constrained Adversarial Training.

[BibT_eX]

[DOI]

IEEE Trans. Circuits Syst. Video Technol., March, 2024

Operation History Estimation and Its Application to Multi-Degraded Image Restoration.

[BibT_eX]

[DOI]

IEEE Trans. Consumer Electron., February, 2024

Robust Camera Model Identification Over Online Social Network Shared Images via Multi-Scenario Learning.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2024

A dense video caption dataset of student classroom behaviors and a baseline model with boundary semantic awareness.

[BibT_eX]

[DOI]

Displays, 2024

Deferred Poisoning: Making the Model More Vulnerable via Hessian Singularization.

[BibT_eX]

[DOI]

CoRR, 2024

DifAttack++: Query-Efficient Black-Box Adversarial Attack via Hierarchical Disentangled Feature Space in Cross-Domain.

[BibT_eX]

[DOI]

CoRR, 2024

DAT: Improving Adversarial Robustness via Generative Amplitude Mix-up in Frequency Domain.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Source Attribution for Images Generated by Diffusion-Based Text-to-Image Models: Exploring the Forensics Approach.

[BibT_eX]

[DOI]

Xinqi Jiang

Jinyu Tian

Proceedings of the Asia Pacific Signal and Information Processing Association Annual Summit and Conference, 2024

Regroup Median Loss for Combating Label Noise.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

DifAttack: Query-Efficient Black-Box Adversarial Attack via Disentangled Feature Space.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Spatial-Temporal Attention Graph Convolution Network on Edge Cloud for Traffic Flow Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Intell. Transp. Syst., April, 2023

Hierarchical Services of Convolutional Neural Networks via Probabilistic Selective Encryption.

[BibT_eX]

[DOI]

Jinyu Tian

Jiantao Zhou

Jia Duan

IEEE Trans. Serv. Comput., 2023

Microcontroller Unit Chip Temperature Fingerprint Informed Machine Learning for IIoT Intrusion Detection.

[BibT_eX]

[DOI]

IEEE Trans. Ind. Informatics, 2023

Parallel multiple watermarking using adaptive Inter-Block correlation.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2023

DifAttack: Query-Efficient Black-Box Attack via Disentangled Feature Space.

[BibT_eX]

[DOI]

CoRR, 2023

Universal Defensive Underpainting Patch: Making Your Text Invisible to Optical Character Recognition.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Gradient Sign Inversion: Making an Adversarial Attack a Good Defense.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2023

Effective Ambiguity Attack Against Passport-based DNN Intellectual Property Protection Schemes through Fully Connected Layer Substitution.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Physically Robust Reversible Watermarking.

[BibT_eX]

[DOI]

Proceedings of the 2023 Workshop on Advanced Multimedia Computing for Smart Manufacturing and Engineering, 2023

2022

Weighted Error Entropy-Based Information Theoretic Learning for Robust Subspace Representation.

[BibT_eX]

[DOI]

IEEE Trans. Neural Networks Learn. Syst., 2022

Robust Image Forgery Detection Against Transmission Over Online Social Networks.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Forensics Secur., 2022

Robust Matrix Factorization via Minimum Weighted Error Entropy Criterion.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Soc. Syst., 2022

Exploring Spatial-Temporal Features for Deepfake Detection and Localization.

[BibT_eX]

[DOI]

CoRR, 2022

Self-Supervised Adversarial Example Detection by Disentangled Representation.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Trust, 2022

Robust Image Forgery Detection over Online Social Network Shared Images.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2021

Optimal Pre-Filtering for Improving Facebook Shared Images.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2021

Self-Supervised Adversarial Example Detection by Disentangled Representation.

[BibT_eX]

[DOI]

CoRR, 2021

Probabilistic Selective Encryption of Convolutional Neural Networks for Hierarchical Services.

[BibT_eX]

[DOI]

Jinyu Tian

Jiantao Zhou

Jia Duan

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2019

Spectral-Spatial Graph Convolutional Networks for Semisupervised Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2019

Robust Nonconvex Nonnegative Low-rank Representation.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Fuzzy Theory and Its Applications, 2019

Robust Subspace Clustering With Independent and Piecewise Identically Distributed Noise Modeling.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Edge-Smoothing-Based Distribution Preserving Hyperspherical Embedding for Hyperspectral Image Classification.

[BibT_eX]

[DOI]

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

2017

Learning the Distribution Preserving Semantic Subspace for Clustering.

[BibT_eX]

[DOI]

IEEE Trans. Image Process., 2017

Maximum correntropy criterion for convex anc semi-nonnegative matrix factorization.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017

Using Graph-Based Ensemble Learning to Classify Imbalanced Data.

[BibT_eX]

[DOI]

Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017

Jinyu Tian

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