Decheng Liu

104 papers A* 10B 3Journal 82Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection.
IEEE Trans. Circuits Syst. Video Technol.
Chunlei Peng, Huiqing Guo, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao
2026 J jnl
FST: Improving adversarial robustness via feature similarity-based targeted adversarial training.
Pattern Recognit.
Yibo Xu, Dawei Zhou, Decheng Liu, Nannan Wang, Xinbo Gao
2026 A* conf
MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM.
WWW
Tao Chen, Jingyi Zhang, Decheng Liu, Chunlei Peng
2026 J jnl
Symmetrical bidirectional knowledge alignment for zero-shot sketch-based image retrieval.
Neural Networks
Decheng Liu, Xu Luo, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2026 J jnl
TaFormer: EEG-based emotion recognition using triplet attention transformer and 4D feature dense representation.
Biomed. Signal Process. Control.
Decheng Liu, Congcong Wang, Danyang Chen, Yankun Cao, Xifeng Hu, Xian Zhao, Zhi Liu
2026 J jnl
TransFA: Transformer-based representation for face attribute evaluation.
Pattern Recognit.
Decheng Liu, Weijie He, Chunlei Peng, Nannan Wang, Jie Li, Xinbo Gao
2025 J jnl
A Knowledge-Guided Adversarial Defense for Resisting Malicious Visual Manipulation.
IEEE Trans. Dependable Secur. Comput.
Dawei Zhou, Zhigang Su, Decheng Liu, Tongliang Liu, Nannan Wang, Xinbo Gao
2025 J jnl
A Knowledge-guided Adversarial Defense for Resisting Malicious Visual Manipulation.
CoRR
Dawei Zhou, Suzhi Gang, Decheng Liu, Tongliang Liu, Nannan Wang, Xinbo Gao
2025 J jnl
Attention Consistency Refined Masked Frequency Forgery Representation for Generalizing Face Forgery Detection.
IEEE Trans. Inf. Forensics Secur.
Decheng Liu, Tao Chen, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2025 B conf
Convergence and Optimization of Wireless Federated Low-Rank Adaptation with Imperfect CSI.
PIMRC
Zhitong Zhou, Haofeng Sun, Jiawei Wang, Decheng Liu
2025 B conf
Cross-Domain Matrix Compression Adaptation for Zero-Shot Sketch-Based Image Retrieval.
IJCNN
Decheng Liu, Xu Luo, Yu Zheng, Chunlei Peng
2025 J jnl
Devil in Shadow: Attacking NIR-VIS Heterogeneous Face Recognition via Adversarial Shadow.
IEEE Trans. Circuits Syst. Video Technol.
Decheng Liu, Rong Sheng, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2025 J jnl
Face Forgery Detection With CLIP-Enhanced Multi-Encoder Distillation.
IEEE Trans. Image Process.
Chunlei Peng, Tianzhe Yan, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao
2025 J jnl
FairForensics: mitigating attribute bias in deepfake detection by integrating texture and attribute features.
Neural Networks
Chunlei Peng, Yinyin Chen, Decheng Liu, Nannan Wang, Xinbo Gao
2025 J jnl
Frequency-Based Comprehensive Prompt Learning for Vision-Language Models.
IEEE Trans. Pattern Anal. Mach. Intell.
Liangchen Liu, Nannan Wang, Chen Chen, Decheng Liu, Xi Yang, Xinbo Gao, Tongliang Liu
2025 J jnl
Generalizable Prompt Learning via Gradient Constrained Sharpness-Aware Minimization.
IEEE Trans. Multim.
Liangchen Liu, Nannan Wang, Dawei Zhou, Decheng Liu, Xi Yang, Xinbo Gao, Tongliang Liu
2025 — conf
Imperceptible Face Forgery Attack via Adversarial Semantic Mask.
PRCV (7)
Yuhao Wang, Qixuan Su, Decheng Liu, Chunlei Peng
2025 J jnl
Improving Adversarial Robustness via Decoupled Visual Representation Masking.
IEEE Trans. Inf. Forensics Secur.
Decheng Liu, Tao Chen, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2025 J jnl
Improving Adversarial Robustness via Phase and Amplitude-aware Prompting.
CoRR
Yibo Xu, Dawei Zhou, Decheng Liu, Nannan Wang
2025 J jnl
MGFFD-VLM: Multi-Granularity Prompt Learning for Face Forgery Detection with VLM.
CoRR
Tao Chen, Jingyi Zhang, Decheng Liu, Chunlei Peng
2025 J jnl
Masked Attribute Description Embedding for Cloth-Changing Person Re-Identification.
IEEE Trans. Multim.
Chunlei Peng, Boyu Wang, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao
2025 J jnl
Masked Text Adversarial Training for Cloth-Changing Person Re-Identification.
IEEE Trans. Inf. Forensics Secur.
Chengrui Hao, Boyu Wang, Chunlei Peng, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao
2025 A* conf
Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement.
AAAI
Nuoyan Zhou, Dawei Zhou, Decheng Liu, Nannan Wang, Xinbo Gao
2025 A* conf
Phase and Amplitude-aware Prompting for Enhancing Adversarial Robustness.
ICML
Yibo Xu, Dawei Zhou, Decheng Liu, Nannan Wang
2025 J jnl
PrivacyHFR: Visual Privacy Preserving for Heterogeneous Face Recognition.
IEEE Trans. Image Process.
Decheng Liu, Weizhao Yang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2025 J jnl
Revisiting face forgery detection towards generalization.
Neural Networks
Chunlei Peng, Tao Chen, Decheng Liu, Huiqing Guo, Nannan Wang, Xinbo Gao
2025 J jnl
Semantic Token Transformer for Face Forgery Detection.
IEEE Trans. Inf. Forensics Secur.
Chunlei Peng, Xiaoyi Luo, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao
2025 A* conf
Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations.
AAAI
Decheng Liu, Zongqi Wang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2025 J jnl
Toward Fair Adversarial Defense via Class Encourage-Suppress Robust Learning.
IEEE Trans. Inf. Forensics Secur.
Decheng Liu, Zhou Zhou, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2025 J jnl
Toward trustworthy identity tracing via multi-attribute synergistic identification.
Inf. Sci.
Wenbin Feng, Decheng Liu, Ruimin Hu, Jiahao Yu
2025 J jnl
Towards Generalized Proactive Defense against Face Swapping with Contour-Hybrid Watermark.
CoRR
Ruiyang Xia, Dawei Zhou, Decheng Liu, Lin Yuan, Jie Li, Nannan Wang, Xinbo Gao
2025 J jnl
Within 3DMM Space: Exploring Inherent 3D Artifact for Video Forgery Detection.
IEEE Trans. Inf. Forensics Secur.
Chunlei Peng, Tian Xu, Decheng Liu, Nannan Wang, Xinbo Gao
2024 A* conf
Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model.
AAAI
Decheng Liu, Xijun Wang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2024 A* conf
Advancing Generalized Deepfake Detector with Forgery Perception Guidance.
ACM Multimedia
Ruiyang Xia, Dawei Zhou, Decheng Liu, Lin Yuan, Shuodi Wang, Jie Li, Nannan Wang, Xinbo Gao
2024 — conf
Audio-Driven Face Photo-Sketch Video Generation.
PRICAI (3)
Siyue Zhou, Qun Guan, Chunlei Peng, Decheng Liu, Yu Zheng
2024 J jnl
Disguised Heterogeneous Face Generation With Iterative-Adversarial Style Unification.
IEEE Trans. Multim.
Chunlei Peng, Zimo Kong, Decheng Liu, Nannan Wang, Xinbo Gao
2024 J jnl
Federated Face Forgery Detection Learning with Personalized Representation.
CoRR
Decheng Liu, Zhan Dang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2024 J jnl
GazeForensics: DeepFake detection via gaze-guided spatial inconsistency learning.
Neural Networks
Qinlin He, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao
2024 J jnl
Hierarchical Forgery Classifier on Multi-Modality Face Forgery Clues.
IEEE Trans. Multim.
Decheng Liu, Zeyang Zheng, Chunlei Peng, Yukai Wang, Nannan Wang, Xinbo Gao
2024 J jnl
Imperceptible Face Forgery Attack via Adversarial Semantic Mask.
CoRR
Decheng Liu, Qixuan Su, Chunlei Peng, Nannan Wang, Xinbo Gao
2024 J jnl
Improving Adversarial Robustness via Decoupled Visual Representation Masking.
CoRR
Decheng Liu, Tao Chen, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2024 J jnl
Inspector for Face Forgery Detection: Defending Against Adversarial Attacks From Coarse to Fine.
IEEE Trans. Image Process.
Ruiyang Xia, Dawei Zhou, Decheng Liu, Jie Li, Lin Yuan, Nannan Wang, Xinbo Gao
2024 J jnl
Local artifacts amplification for deepfakes augmentation.
Neural Networks
Chunlei Peng, Feiyang Sun, Decheng Liu, Nannan Wang, Xinbo Gao
2024 J jnl
MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection.
IEEE Trans. Inf. Forensics Secur.
Ruiyang Xia, Decheng Liu, Jie Li, Lin Yuan, Nannan Wang, Xinbo Gao
2024 J jnl
MRLReID: Unconstrained Cross-Resolution Person Re-Identification With Multi-Task Resolution Learning.
IEEE Trans. Circuits Syst. Video Technol.
Chunlei Peng, Bo Wang, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao
2024 J jnl
Masked Attribute Description Embedding for Cloth-Changing Person Re-identification.
CoRR
Chunlei Peng, Boyu Wang, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao
2024 J jnl
Mitigating Feature Gap for Adversarial Robustness by Feature Disentanglement.
CoRR
Nuoyan Zhou, Dawei Zhou, Decheng Liu, Xinbo Gao, Nannan Wang
2024 J jnl
Pyramid-resolution person restoration for cross-resolution person re-identification.
Sci. China Inf. Sci.
Chunlei Peng, Bo Wang, Decheng Liu, Nannan Wang, Xinbo Gao
2024 — conf
Research on Mining Different Brand Customer Models Based on Correlation Coefficient and Bayesian Discrimination Methods.
CIPAE
Decheng Liu, Hongjing He, Yishu Zhao, Fan Zhang
2024 — conf
Spatial-Frequency Dual-Stream Reconstruction for Deepfake Detection.
PRCV (11)
Chunlei Peng, Tao Chen, Decheng Liu, Yu Zheng, Nannan Wang
2024 J jnl
Thinking Racial Bias in Fair Forgery Detection: Models, Datasets and Evaluations.
CoRR
Decheng Liu, Zongqi Wang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2024 J jnl
Towards Specific Domain Prompt Learning via Improved Text Label Optimization.
IEEE Trans. Multim.
Liangchen Liu, Nannan Wang, Decheng Liu, Xi Yang, Xinbo Gao, Tongliang Liu
2024 J jnl
Universal Heterogeneous Face Analysis via Multi-Domain Feature Disentanglement.
IEEE Trans. Inf. Forensics Secur.
Decheng Liu, Xinbo Gao, Chunlei Peng, Nannan Wang, Jie Li
2024 J jnl
Weather-Domain Transfer-Based Attention YOLO for Multi-Domain Insulator Defect Detection and Classification in UAV Images.
Entropy
Yue Liu, Xinbo Huang, Decheng Liu
2024 J jnl
Where Deepfakes Gaze at? Spatial-Temporal Gaze Inconsistency Analysis for Video Face Forgery Detection.
IEEE Trans. Inf. Forensics Secur.
Chunlei Peng, Zimin Miao, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao
2023 J jnl
Adv-Diffusion: Imperceptible Adversarial Face Identity Attack via Latent Diffusion Model.
CoRR
Decheng Liu, Xijun Wang, Chunlei Peng, Nannan Wang, Ruiming Hu, Xinbo Gao
2023 J jnl
Attention Consistency Refined Masked Frequency Forgery Representation for Generalizing Face Forgery Detection.
CoRR
Decheng Liu, Tao Chen, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2023 J jnl
DeepFidelity: Perceptual Forgery Fidelity Assessment for Deepfake Detection.
CoRR
Chunlei Peng, Huiqing Guo, Decheng Liu, Nannan Wang, Ruimin Hu, Xinbo Gao
2023 A* conf
Eliminating Adversarial Noise via Information Discard and Robust Representation Restoration.
ICML
Dawei Zhou, Yukun Chen, Nannan Wang, Decheng Liu, Xinbo Gao, Tongliang Liu
2023 J jnl
Face photo-sketch synthesis via intra-domain enhancement.
Knowl. Based Syst.
Chunlei Peng, Congyu Zhang, Decheng Liu, Nannan Wang, Xinbo Gao
2023 J jnl
FedForgery: Generalized Face Forgery Detection With Residual Federated Learning.
IEEE Trans. Inf. Forensics Secur.
Decheng Liu, Zhan Dang, Chunlei Peng, Yu Zheng, Shuang Li, Nannan Wang, Xinbo Gao
2023 J jnl
GazeForensics: DeepFake Detection via Gaze-guided Spatial Inconsistency Learning.
CoRR
Qinlin He, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao
2023 J jnl
Gradient constrained sharpness-aware prompt learning for vision-language models.
CoRR
Liangchen Liu, Nannan Wang, Dawei Zhou, Xinbo Gao, Decheng Liu, Xi Yang, Tongliang Liu
2023 J jnl
HiFiSketch: High Fidelity Face Photo-Sketch Synthesis and Manipulation.
IEEE Trans. Image Process.
Chunlei Peng, Congyu Zhang, Decheng Liu, Nannan Wang, Xinbo Gao
2023 A* conf
Hiding Visual Information via Obfuscating Adversarial Perturbations.
ICCV
Zhigang Su, Dawei Zhou, Nannan Wang, Decheng Liu, Zhen Wang, Xinbo Gao
2023 J jnl
MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection.
CoRR
Ruiyang Xia, Decheng Liu, Jie Li, Lin Yuan, Nannan Wang, Xinbo Gao
2023 A* conf
Modality-agnostic Augmented Multi-Collaboration Representation for Semi-supervised Heterogenous Face Recognition.
ACM Multimedia
Decheng Liu, Weizhao Yang, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2023 J jnl
Robust Representation Learning via Asymmetric Negative Contrast and Reverse Attention.
CoRR
Nuoyan Zhou, Decheng Liu, Dawei Zhou, Xinbo Gao, Nannan Wang
2023 J jnl
Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in VIS and NIR Scenario.
IEEE Trans. Circuits Syst. Video Technol.
Yukai Wang, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao
2023 J jnl
Symmetrical Bidirectional Knowledge Alignment for Zero-Shot Sketch-Based Image Retrieval.
CoRR
Decheng Liu, Xu Luo, Chunlei Peng, Nannan Wang, Ruimin Hu, Xinbo Gao
2023 J jnl
Toward Trustworthy Identity Tracing via Multi-attribute Synergistic Identification.
CoRR
Decheng Liu, Jiahao Yu, Ruimin Hu, Wenbin Feng
2022 — conf
A Multi-modal Feature Layer Fusion Model for Assessment of Depression Based on Attention Mechanisms.
CISP-BMEI
Congcong Wang, Decheng Liu, Kemeng Tao, Xiaoxiao Cui, Gongtang Wang, Yuefeng Zhao, Zhi Liu
2022 J jnl
A robust adaptive blind color image watermarking for resisting geometric attacks.
Inf. Sci.
Qingtang Su, Decheng Liu, Yehan Sun
2022 — conf
Anonym-Recognizer: Relationship-preserving Face Anonymization and Recognition.
HCMA@MM
Chunlei Peng, Shuang Wan, Zimin Miao, Decheng Liu, Yu Zheng, Nannan Wang
2022 J jnl
Edge Aware Domain Transformation for Face Sketch Synthesis.
IEEE Trans. Inf. Forensics Secur.
Congyu Zhang, Decheng Liu, Chunlei Peng, Nannan Wang, Xinbo Gao
2022 J jnl
Feature Ensemble Net: A Deep Framework for Detecting Incipient Faults in Dynamical Processes.
IEEE Trans. Ind. Informatics
Decheng Liu, Min Wang, Maoyin Chen
2022 J jnl
FedForgery: Generalized Face Forgery Detection with Residual Federated Learning.
CoRR
Decheng Liu, Zhan Dang, Chunlei Peng, Yu Zheng, Shuang Li, Nannan Wang, Xinbo Gao
2022 J jnl
ForgeryNIR: Deep Face Forgery and Detection in Near-Infrared Scenario.
IEEE Trans. Inf. Forensics Secur.
Yukai Wang, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao
2022 J jnl
Heterogeneous Face Interpretable Disentangled Representation for Joint Face Recognition and Synthesis.
IEEE Trans. Neural Networks Learn. Syst.
Decheng Liu, Xinbo Gao, Chunlei Peng, Nannan Wang, Jie Li
2022 J jnl
Hierarchical Forgery Classifier On Multi-modality Face Forgery Clues.
CoRR
Decheng Liu, Zeyang Zheng, Chunlei Peng, Yukai Wang, Nannan Wang, Xinbo Gao
2022 B conf
SketchCLIP: Text-based Attribute Manipulation for Face Sketch Synthesis.
IJCB
Mengdi Dong, Chunlei Peng, Decheng Liu, Yu Zheng, Nannan Wang, Xinbo Gao
2022 J jnl
Spatial-Temporal Frequency Forgery Clue for Video Forgery Detection in VIS and NIR Scenario.
CoRR
Yukai Wang, Chunlei Peng, Decheng Liu, Nannan Wang, Xinbo Gao
2022 J jnl
TransFA: Transformer-based Representation for Face Attribute Evaluation.
CoRR
Decheng Liu, Weijie He, Chunlei Peng, Nannan Wang, Jie Li, Xinbo Gao
2022 J jnl
Visual Privacy Protection Based on Type-I Adversarial Attack.
CoRR
Zhigang Su, Dawei Zhou, Decheng Liu, Nannan Wang, Zhen Wang, Xinbo Gao
2021 J jnl
A blind color digital image watermarking method based on image correction and eigenvalue decomposition.
Signal Process. Image Commun.
Decheng Liu, Qingtang Su, Zihan Yuan, Xueting Zhang
2021 J jnl
A blind image watermarking scheme combining spatial domain and frequency domain.
Vis. Comput.
Zihan Yuan, Qingtang Su, Decheng Liu, Xueting Zhang
2021 J jnl
A color watermarking scheme in frequency domain based on quaternary coding.
Vis. Comput.
Decheng Liu, Qingtang Su, Zihan Yuan, Xueting Zhang
2021 J jnl
A fusion-domain color image watermarking based on Haar transform and image correction.
Expert Syst. Appl.
Decheng Liu, Qingtang Su, Zihan Yuan, Xueting Zhang
2021 J jnl
Iterative local re-ranking with attribute guided synthesis for face sketch recognition.
Pattern Recognit.
Decheng Liu, Xinbo Gao, Nannan Wang, Chunlei Peng, Jie Li
2021 J jnl
Principal Component Analysis-Based Ensemble Detector for Incipient Faults in Dynamic Processes.
IEEE Trans. Ind. Informatics
Decheng Liu, Jun Shang, Maoyin Chen
2020 J jnl
A blind color image watermarking scheme with variable steps based on Schur decomposition.
Multim. Tools Appl.
Decheng Liu, Zihan Yuan, Qingtang Su
2020 J jnl
A combined domain watermarking algorithm of color image.
Multim. Tools Appl.
Qingtang Su, Huanying Wang, Decheng Liu, Zihan Yuan, Xueting Zhang
2020 J jnl
Coupled Attribute Learning for Heterogeneous Face Recognition.
IEEE Trans. Neural Networks Learn. Syst.
Decheng Liu, Xinbo Gao, Nannan Wang, Jie Li, Chunlei Peng
2020 J jnl
DCT-based color digital image blind watermarking method with variable steps.
Multim. Tools Appl.
Zihan Yuan, Decheng Liu, Xueting Zhang, Huanying Wang, Qingtang Su
2020 J jnl
Fast and robust image watermarking method in the spatial domain.
IET Image Process.
Zihan Yuan, Qingtang Su, Decheng Liu, Xueting Zhang, Tao Yao
2020 — conf
Temporal Consistency Based Deep Face Forgery Detection Network.
ML4CS (3)
Chunlei Peng, Wenbo Zhang, Decheng Liu, Nannan Wang, Xinbo Gao
2019 J jnl
A new watermarking scheme for colour image using QR decomposition and ternary coding.
Multim. Tools Appl.
Qingtang Su, Yonghui Liu, Decheng Liu, Zihan Yuan, Hongye Ning
2019 J jnl
An Approximate Schur Decomposition-Based Spatial Domain Color Image Watermarking Method.
IEEE Access
Qingtang Su, Zihan Yuan, Decheng Liu
2019 — conf
Fault Detection Based on Modified t-SNE.
CAA SAFEPROCESS
Decheng Liu, Tianxu Guo, Maoyin Chen
2019 J jnl
New Rapid and Robust Color Image Watermarking Technique in Spatial Domain.
IEEE Access
Qingtang Su, Decheng Liu, Zihan Yuan, Gang Wang, Xiaofeng Zhang, Beijing Chen, Tao Yao
2018 J jnl
Auto-Extraction of Linear Archaeological Traces of
Remote. Sens.
Lei Luo, Xinyuan Wang, Rosa Lasaponara, Bo Xiang, Jing Zhen, Lanwei Zhu, Ruixia Yang, Decheng Liu, Chuansheng Liu
2018 J jnl
Composite components-based face sketch recognition.
Neurocomputing
Decheng Liu, Jie Li, Nannan Wang, Chunlei Peng, Xinbo Gao
2018 A* conf
Deep Attribute Guided Representation for Heterogeneous Face Recognition.
IJCAI
Decheng Liu, Nannan Wang, Chunlei Peng, Jie Li, Xinbo Gao
2016 — conf
Composite face sketch recognition based on components.
WCSP
Decheng Liu, Chunlei Peng, Nannan Wang, Jie Li, Xinbo Gao