郭治卿｜新疆大学｜学者主页

百晓学者学者目录

精选作品

期刊论文

2026

基于对抗混合专家后训练机制的鲁棒AI生成图像检测方法

张睿萱，刁云峰，陆智远，夏海峰，郭治卿，郝孝帅，汪萌

《电子学报》

2026

One-Identity-One-Key: Region-Aware Watermark for Proactive Deepfake Detection and Robust Source Tracing

Ziyuan He, Zhiqing Guo, L C WANG, Xiaoming Tao, Xin Liao

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2026

KBNet: A Knowledge Bridging Network for Generalizable Deepfake Detection

Chao Liu, Liejun Wang, Zhiqing Guo

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

SFENet: Spatial–Frequency Entanglement Network for Generalizable Deepfake Detection

Chao Liu, Liejun Wang, Zhiqing Guo

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2026

IEEE S&P'27 Artifact: From GAN-Based Models to GPT-5

Zhiqing Guo, YuGuofeng, Luning Sun, Xiaowei Chen, YuGuofeng, Liejun Wang, Gaobo Yang, David J. Stillwell, Thorsten Holz, Shujun Li

Zenodo (CERN European Organization for Nuclear Research)

DOI

2026

Multi-Level collaborative optimization for Multi-Modal media manipulation detection and grounding

Wenwen Su, Zhiqing Guo, Liejun Wang, Gaobo Yang

Information Fusion

DOI

2026

Task-conditioned multi-modal manipulation detection and grounding with adaptive query

Pengchao Zhu, Zhiqing Guo, Liejun Wang, Yunfeng Diao

Knowledge-Based Systems

DOI

2026

TrCLIP-VAD : Weak supervised video anomaly detection by improving CLIP training with text rewriting

Shengjie Shen, Ziteng Guo, Yahui Li, Liejun Wang, Zhiqing Guo

Neural Networks

DOI

2026

Prototype Memory-Based Neighboring Feature Fusion Network for Image Manipulation Localization

Songlin Li, Zhiqing Guo, Changtao Miao, Wenzhong Yang, Liejun Wang, Gaobo Yang, Xin Liao

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2026

Uncovering and Mitigating Destructive Multi-Embedding Attacks in Deepfake Proactive Forensics

Lixin Jia, Haiyang Sun, Zhiqing Guo, Yunfeng Diao, Dan Ma, Gaobo Yang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

From Passive Perception to Active Memory: A Weakly Supervised Image Manipulation Localization Framework Driven by Coarse-Grained Annotations

Zhiqing Guo, Dongdong Xi, Songlin Li, Gaobo Yang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

Beyond Fully Supervised Pixel Annotations: Scribble-Driven Weakly-Supervised Framework for Image Manipulation Localization

Songlin Li, Guofeng Yu, Zhiqing Guo, Yunfeng Diao, Dan Ma, Gaobo Yang

Proceedings of the AAAI Conference on Artificial Intelligence

DOI

2026

DyRSRNet: A Lightweight Super-Resolution Framework Based on Dynamic Recursive State-Space Networks

Sijia He, Ziyan Wei, Liejun Wang, Zhiqing Guo

Lecture notes in computer science

DOI

2025

FBA2D: Frequency-based Black-box Attack for AI-generated Image Detection

Xiaojing Chen, Dan Li, Lijun Peng, Jun YanLetter, Zhiqing Guo, Jun-Yang Chen, Xiao Lan, Zhong-Jie Ba, Yun-Feng Diao

arXiv.org

DOI

2025

WaveGuard: Robust Deepfake Detection and Source Tracing via Dual-Tree Complex Wavelet and Graph Neural Networks

Ziyuan He, Zhiqing Guo, Liejun Wang, Gaobo Yang, Yunfeng Diao, Dan Ma

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2025

TinyDF: Tiny and Effective Model for Deepfake Detection

Hengyan Guo, Liejun Wang, Boyuan Li, Zhiqing Guo

Communications in computer and information science

DOI

2025

KAD-Net: Kolmogorov-Arnold and differential-aware networks for robust and sensitive proactive deepfake forensics

Sijia He, Yunfeng Diao, Yongming Li, Chen Sun, Liejun Wang, Zhiqing Guo

Knowledge-Based Systems

DOI

2025

DiffMark: Diffusion-based robust watermark against Deepfakes

Chen Sun, Haiyang Sun, Zhiqing Guo, Yunfeng Diao, Liejun Wang, Dan Ma, Gaobo Yang, Keqin Li

Information Fusion

DOI

2025

CLTR: Continual learning time-varying regularization for robust classification of noisy label images

Yanhong Li, Zhiqing Guo, Liejun Wang

Pattern Recognition

DOI

2025

Efficient hybrid linear self-attention based visual object tracking with LoRA

Liang Xu, Zhiqing Guo, Liejun Wang

Neurocomputing

DOI

2025

BlurPaint: Image Inpainting using Blurring Diffusion Models

Linxu Chen, Zhiqing Guo, Liejun Wang, Ke Lu

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

Hierarchical Perceptual Distillation Network for Lightweight Image Super-Resolution Reconstruction

Qingting Tang, Zhiqing Guo, Liejun Wang

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

Hybrid Spatial-Frequency Attention Network For Fine-Grained Skeleton-Based Action Recognition

Dandan Zhang, Sicong Zhan, Jia Wang, Zhiqing Guo

IEEE International Conference on Acoustics Speech and Signal Processing

DOI

2025

AHA-track: Aggregating hierarchical awareness features for single

Min Yang, Zhiqing Guo, Liejun Wang

Image and Vision Computing

DOI

2025

Emphasizing Object-Background Difference Network for Camouflaged Object Detection

Zeyu Li, Zhiqing Guo, Songlin Li

Lecture notes in computer science

DOI

2024

Multi-dimensional Information Awareness Residual Network for Lightweight Image Super-Resolution

Ziyan Wei, Zhiqing Guo, Liejun Wang

Lecture notes in computer science

DOI

2024

Improving image steganography security via ensemble steganalysis and adversarial perturbation minimization

Dewang Wang, Gaobo Yang, Zhiqing Guo, Jiyou Chen

Journal of Information Security and Applications

DOI

2024

ATFTrans: attention-weighted token fusion transformer for robust and efficient object tracking

Liang Xu, Liejun Wang, Zhiqing Guo

Neural Computing and Applications

DOI

2023

Rethinking gradient operator for exposing AI-enabled face forgeries

Zhiqing Guo, Gaobo Yang, Dengyong Zhang, Ming Xia

Expert Systems With Applications，Vol. 215

DOI

2023

Constructing New Backbone Networks via Space-Frequency Interactive Convolution for Deepfake Detection

Zhiqing Guo, Zhenhong Jia, Liejun Wang, Dewang Wang, Gaobo Yang, Nikola Kirilov Kasabov

IEEE Transactions on Information Forensics and Security

DOI

2023

A two-stage fake face image detection algorithm with expanded attention

Shuai Wang, Hanling Zhang, Gaobo Yang, Zhiqing Guo, Jiyou Chen

Multimedia Tools and Applications

DOI

2023

LDFnet: Lightweight Dynamic Fusion Network for Face Forgery Detection by Integrating Local Artifacts and Global Texture Information

Zhiqing Guo, Liejun Wang, Wenzhong Yang, Gaobo Yang, Keqin Li

IEEE Transactions on Circuits and Systems for Video Technology

DOI

2022

深度伪造人脸图像的被动取证研究

郭治卿

《湖南大学》

2018

基于数字图像处理的微阵列图像检测与分析系统

郭治卿

《新疆大学》

2017

基于圆度判别的生物芯片图像倾斜校正算法

郭治卿，贾振红，杨杰，Nikola Kasabov

《激光杂志》

预印本

2026

The Courtroom Trial of Pixels: Robust Image Manipulation Localization via Adversarial Evidence and Reinforcement Learning Judgment

Songlin Li, Zhiqing Guo, Kebin Chen, Wenzhong Yang, Chaotao Miao, Gaobo Yang, Xin Liao

arXiv (Cornell University)

DOI

2026

All in One: Unifying Deepfake Detection, Tampering Localization, and Source Tracing with a Robust Landmark-Identity Watermark

Junjiang Wu, Liejun Wang, Zhiqing Guo

arXiv preprint

2026

GIFGuard: Proactive Forensics against Deepfakes in Facial GIFs via Spatiotemporal Watermarking

Shupeng Che, Zhiqing Guo, Changtao Miao, Dan Ma, Gaobo Yang

arXiv preprint

2026

Whether, Which, and Whose: Solving the Triple Challenge of Deepfake Proactive Forensics in Multi-Face Scenarios

Lei Zhang, Zhiqing Guo, Dan Ma, Wenzhong Yang, Gaobo Yang

arXiv preprint

2026

From GAN-Based Models to GPT-5: A Taxonomy-Guided Study of Human Performance in Detecting Deepfake Face Images

Zhiqing Guo, Lixin Jia, Luning Sun, Xiaowei Chen, Guofeng Yu, Liejun Wang, Gaobo Yang, David Stillwell, Thorsten Holz, Shujun Li

arXiv preprint

2026

When 2D Cues Fail: Improving Image Manipulation Localization with Reliable 3D Geometry

Guofeng Yu, Zhiqing Guo, Dan Ma, Gaobo Yang

arXiv preprint

2026

Adaptive Equilibrium: Dynamic Weighting Framework for Generalized Interruption of DeepFake Models

Hongrui Zheng, Liejun Wang, Zhiqing Guo

arXiv preprint

2025

Adversarially Robust AI-Generated Image Detection for Free: An Information Theoretic Perspective

Ruixuan Zhang, He Wang, Zhengyu Zhao, Zhiqing Guo, Xun Yang, Yunfeng Diao, Meng Wang

arXiv (Cornell University)

DOI

2025

Forgery Guided Learning Strategy with Dual Perception Network for Deepfake Cross-domain Detection

Lixin Jia, Zhiqing Guo, Gaobo Yang, Liejun Wang, Keqin Li

arXiv preprint

2025

Bridging Semantic Logic Gaps: A Cognition Inspired Multimodal Boundary Preserving Network for Image Manipulation Localization

Songlin Li, Zhiqing Guo, Yuanman Li, Zeyu Li, Yunfeng Diao, Gaobo Yang, Liejun Wang

arXiv preprint

2025

MVAD: A Benchmark Dataset for Multimodal AI-Generated Video-Audio Detection

Mengxue Hu, Yunfeng Diao, Changtao Miao, Tairui Ge, Taize Ge, Zhiqing Guo, Jianshu Li, Zhe Li, Zhongjie Ba, Joey Tianyi Zhou

arXiv preprint

2025

Boosting Active Defense Persistence: A Two-Stage Defense Framework Combining Interruption and Poisoning Against Deepfake

Hongrui Zheng, Yuezun Li, Liejun Wang, Yunfeng Diao, Zhiqing Guo

arXiv preprint

2023

TBC-MI : Suppressing Noise Labels by Maximizing Cleaning Samples

Yanhong Li, Liejun Wang, Zhiqing Guo

SSRN Electronic Journal

DOI

2022

Exposing Deepfake Face Forgeries with Guided Residuals

Zhiqing Guo, Gaobo Yang, Jiyou Chen, Xingming Sun

arXiv preprint

2020

Fake face detection via adaptive manipulation traces extraction network

Zhiqing Guo, Gaobo Yang, Jiyou Chen, Xingming Sun

arXiv preprint

研究方向

AI安全多媒体取证视觉场景理解与分析数字水印大模型应用

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