An improved fingerprint algorithm of 3D-DCT for video fingerprinting. - Mengge Diao; Yuesheng Zhu; Ziqiang Sun; Xiyao Liu 001; Limin Zhang (ISPA, 2013)

A Robust Video Fingerprinting Algorithm Based on Centroid of Spatio-temporal Gradient Orientations. - Ziqiang Sun; Yuesheng Zhu; Xiyao Liu 001; Liming Zhang 002 (KSII Trans. Internet Inf. Syst., 2013)

A digital blind watermarking scheme based on quantization index modulation in depth map for 3D video. - Yang Guan; Yuesheng Zhu; Xiyao Liu 001; Guibo Luo; Ziqiang Sun; Liming Zhang 002 (ICARCV, 2014)

A Lightweight Integrity Authentication Scheme based on Reversible Watermark for Wireless Body Area Networks. - Xiyao Liu 001; Yu Ge 001; Yuesheng Zhu; Dajun Wu (KSII Trans. Internet Inf. Syst., 2014)

A novel robust video fingerprinting-watermarking hybrid scheme based on visual secret sharing. - Xiyao Liu 001; Yuesheng Zhu; Ziqiang Sun; Mengge Diao; Liming Zhang 002 (Multim. Tools Appl., 2015)

Appropriate Feature Selection and Post-processing for the Recognition of Artificial Pornographic Images in Social Networks. - Fangfang Li 004; Siwei Luo; Xiyao Liu 001; Jianbin Li (APSCC, 2016)

A Secure Medical Information Management System for Wireless Body Area Networks. - Xiyao Liu 001; Yuesheng Zhu; Yu Ge 001; Dajun Wu; Beiji Zou 001 (KSII Trans. Internet Inf. Syst., 2016)

A Novel Reversible Watermarking Scheme for Relational Databases Protection Based on Histogram Shifting. - Yu-Jia Ma; Yuesheng Zhu; Xiyao Liu 001 (J. Inf. Hiding Multim. Signal Process., 2016)

Human Target Localization Using Hough Transform and Doppler Processing. - Yipeng Ding; Xiaoyi Lin; Kehui Sun; Xuemei Xu; Xiyao Liu 001 (IEEE Geosci. Remote. Sens. Lett., 2016)

Automatic liver segmentation from abdominal CT volumes using graph cuts and border marching. - Miao Liao; Yu-qian Zhao; Xiyao Liu 001; Ye-zhan Zeng; Beiji Zou 001; Xiaofeng Wang; Frank Y. Shih (Comput. Methods Programs Biomed., 2017)

A Robust Zero-Watermark Scheme with Similarity-based Retrieval for Copyright Protection of 3D Video. - Xiyao Liu 001; Yifan Wang 008; Ziqiang Sun; Beiji Zou 001; Yu-qian Zhao; Yuesheng Zhu (CoRR, 2017)

A robust and synthesized-unseen watermarking for the DRM of DIBR-based 3D video. - Xiyao Liu 001; Fangfang Li 004; Jingyu Du; Yang Guan; Yuesheng Zhu; Beiji Zou 001 (Neurocomputing, 2017)

A Lossless Fingerprinting-Watermarking Hybrid Scheme for Digital Right Management of Fundus Images. - Jingyu Du; Beiji Zou 001; Xiyao Liu 001; Fangfang Li 004; Huanxi Zhao (J. Inf. Hiding Multim. Signal Process., 2017)

A near-duplicate 3D video detection algorithm by using hypercomplex representations. - Ziqiang Sun; Yuesheng Zhu; Xiaomei Xing; Guibo Luo; Xiyao Liu 001 (Multim. Tools Appl., 2017)

Orientation Histogram-Based Center-Surround Interaction: An Integration Approach for Contour Detection. - Rongchang Zhao; Min Wu 002; Xiyao Liu 001; Beiji Zou 001; Fangfang Li 004 (Neural Comput., 2017)

Novel robust zero-watermarking scheme for digital rights management of 3D videos. - Xiyao Liu 001; Rongchang Zhao; Fangfang Li 004; Shenghui Liao; Yipeng Ding; Beiji Zou 001 (Signal Process. Image Commun., 2017)

Multi-Label Classification Scheme Based on Local Regression for Retinal Vessel Segmentation. - Qi He; Beiji Zou 001; Chengzhang Zhu; Xiyao Liu 001; Hongpu Fu; Lei Wang 017 (ICIP, 2018)

Automatic Measurement of Cup-to-Disc Ratio for Retinal Images. - Xin Zhao; Fan Guo 001; Beiji Zou 001; Xiyao Liu 001; Rongchang Zhao (PRCV (1), 2018)

Liver vessel segmentation based on centerline constraint and intensity model. - Ye-zhan Zeng; Yu-qian Zhao; Shenghui Liao; Miao Liao; Yan Chen 012; Xiyao Liu 001 (Biomed. Signal Process. Control., 2018)

Localisation and segmentation of optic disc with the fractional-order Darwinian particle swarm optimisation algorithm. - Fan Guo 001; Hui Peng 001; Beiji Zou 001; Rongchang Zhao; Xiyao Liu 001 (IET Image Process., 2018)

Distinguishable zero-watermarking scheme with similarity-based retrieval for digital rights Management of Fundus Image. - Beiji Zou 001; Jingyu Du; Xiyao Liu 001; Yifan Wang 008 (Multim. Tools Appl., 2018)

Multi-index Optic Disc Quantification via MultiTask Ensemble Learning. - Rongchang Zhao; Zailiang Chen 001; Xiyao Liu 001; Beiji Zou 001; Shuo Li 001 (MICCAI (1), 2019)

A Novel Robust Reversible Watermarking Scheme for Protecting Authenticity and Integrity of Medical Images. - Xiyao Liu 001; Jieting Lou; Hui Fang 003; Yan Chen 012; Ping-Bo Ouyang; Yifan Wang 008; Beiji Zou 001; Lei Wang 017 (IEEE Access, 2019)

Robust hybrid image watermarking scheme based on KAZE features and IWT-SVD. - Xiyao Liu 001; Yifan Wang 008; Jingyu Du; Shenghui Liao; Jieting Lou; Beiji Zou 001 (Multim. Tools Appl., 2019)

A weighted feature extraction method based on temporal accumulation of optical flow for micro-expression recognition. - Lei Wang 017; Hai Xiao; Sheng Luo; Jie Zhang; Xiyao Liu 001 (Signal Process. Image Commun., 2019)

Joint compressive autoencoders for full-image-to-image hiding. - Xiyao Liu 001; Ziping Ma 002; Xingbei Guo; Jialu Hou; Lei Wang 017; Jian Zhang 048; Gerald Schaefer; Hui Fang 003 (ICPR, 2020)

Camouflage Generative Adversarial Network: Coverless Full-image-to-image Hiding. - Xiyao Liu 001; Ziping Ma 002; Xingbei Guo; Jialu Hou; Gerald Schaefer; Lei Wang 017; Victoria Wang; Hui Fang 003 (SMC, 2020)

Colour Quantisation using Human Mental Search and Local Refinement. - Seyed Jalaleddin Mousavirad; Gerald Schaefer; M. Emre Celebi 001; Hui Fang 003; Xiyao Liu 001 (SMC, 2020)

Micro-expression Video Clip Synthesis Method based on Spatial-temporal Statistical Model and Motion Intensity Evaluation Function. - Lei Wang 017; Jialu Hou; Xingbei Guo; Ziping Ma 002; Xiyao Liu 001; Hui Fang 003 (SMC, 2020)

Colour Quantisation by Human Mental Search. - Seyed Jalaleddin Mousavirad; Gerald Schaefer; Hui Fang 003; Xiyao Liu 001; Iakov Korovin (ICSI, 2020)

Indoor Target Tracking Using Dual-Frequency Continuous-Wave Radar Based on the Range-Only Measurements. - Yipeng Ding; Guowei Huang 001; Junbo Hu; Zhengmin Li; Juan Zhang; Xiyao Liu 001 (IEEE Trans. Instrum. Meas., 2020)

Direct Cup-to-Disc Ratio Estimation for Glaucoma Screening via Semi-Supervised Learning. - Rongchang Zhao; Xuanlin Chen; Xiyao Liu 001; Zailiang Chen 001; Fan Guo 001; Shuo Li 001 (IEEE J. Biomed. Health Informatics, 2020)

Discriminative and Geometrically Robust Zero-Watermarking Scheme for Protecting DIBR 3D Videos. - Xiyao Liu 001; Yayun Zhang; Sibo Du; Jian Zhang 048; Ming Jiang; Hui Fang 003 (ICME, 2021)

High capacity coverless image steganography method based on geometrically robust and chaotic encrypted image moment feature. - Xiyao Liu 001; Yaokun Fang; Feiyi He; Zhaoying Li; Yayun Zhang; Xiongfei Zeng (SMC, 2021)

A Novel Information Hiding Method for H.266/VVC Based on Selections of Luminance Transform and Chrominance Prediction Modes. - Xiyao Liu 001; Kaiyue Shi; Aihua Li; Hao Zhang 032; Jiang Ming; Hui Fang 003 (SMC, 2021)

Secure Federated Learning Model Verification: A Client-side Backdoor Triggered Watermarking Scheme. - Xiyao Liu 001; Shuo Shao 002; Yue Yang 007; Kangming Wu; Wenyuan Yang; Hui Fang 003 (SMC, 2021)

Robust and discriminative zero-watermark scheme based on invariant features and similarity-based retrieval to protect large-scale DIBR 3D videos. - Xiyao Liu 001; Yifan Wang 008; Ziqiang Sun; Lei Wang 017; Rongchang Zhao; Yuesheng Zhu; Beiji Zou 001; Yu-qian Zhao; Hui Fang 003 (Inf. Sci., 2021)

A novel zero-watermarking scheme with enhanced distinguishability and robustness for volumetric medical imaging. - Xiyao Liu 001; Yuying Sun; Jiahui Wang; Cundian Yang; Yayun Zhang; Lei Wang 017; Yan Chen 012; Hui Fang 003 (Signal Process. Image Commun., 2021)

Image Disentanglement Autoencoder for Steganography without Embedding. - Xiyao Liu 001; Ziping Ma 002; Junxing Ma; Jian Zhang 048; Gerald Schaefer; Hui Fang 003 (CVPR, 2022)

MuSCLe: A Multi-Strategy Contrastive Learning Framework for Weakly Supervised Semantic Segmentation. - Kunhao Yuan; Gerald Schaefer; Yu-Kun Lai; Yifan Wang 008; Xiyao Liu 001; Lin Guan; Hui Fang 003 (CoRR, 2022)

Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring. - Wenyuan Yang; Shuo Shao 002; Yue Yang 007; Xiyao Liu 001; Zhihua Xia; Gerald Schaefer; Hui Fang 003 (CoRR, 2022)

DIBR Zero-Watermarking Based on Invariant Feature and Geometric Rectification. - Xiyao Liu 001; Yayun Zhang; Sibo Du; Jian Zhang 048; Ming Jiang; Hui Fang 003 (IEEE Multim., 2022)

Multi-task joint training model for machine reading comprehension. - Fangfang Li 004; Youran Shan; Xingliang Mao; Xingkai Ren; Xiyao Liu 001; Shichao Zhang 001 (Neurocomputing, 2022)

Multiple-feature-based zero-watermarking for robust and discriminative copyright protection of DIBR 3D videos. - Xiyao Liu 001; Yayun Zhang; Jiayu Wang; Yuying Sun; Wei Zhang; Di Zhou; Gerald Schaefer; Hui Fang 003 (Inf. Sci., 2022)

Robust coverless steganography using limited mapping images. - Xiyao Liu 001; Zhaoying Li; Junxing Ma; Wei Zhang; Jian Zhang 048; Yipeng Ding (J. King Saud Univ. Comput. Inf. Sci., 2022)

Multi-task deep learning model based on hierarchical relations of address elements for semantic address matching. - Fangfang Li 004; Yiheng Lu; Xingliang Mao; Junwen Duan; Xiyao Liu 001 (Neural Comput. Appl., 2022)

Hiding multiple images into a single image via joint compressive autoencoders. - Xiyao Liu 001; Ziping Ma 002; Zhihong Chen; Fangfang Li 004; Ming Jiang; Gerald Schaefer; Hui Fang 003 (Pattern Recognit., 2022)

A Novel Class Activation Map for Visual Explanations in Multi-Object Scenes. - Yifan Wang 008; Siyuan Deng; Kunhao Yuan; Gerald Schaefer; Xiyao Liu 001; Hui Fang 003 (ICIP, 2023)

Robust Steganography without Embedding Based on Secure Container Synthesis and Iterative Message Recovery. - Ziping Ma 002; Yuesheng Zhu; Guibo Luo; Xiyao Liu 001; Gerald Schaefer; Hui Fang 003 (IJCAI, 2023)

An event-based automatic annotation method for datasets of interpersonal relation extraction. - Fangfang Li 004; Guikai Chen; Xiyao Liu 001 (Appl. Intell., 2023)

Contrastive learning-based general Deepfake detection with multi-scale RGB frequency clues. - Fengkai Dong; Xiaoqiang Zou; Jiahui Wang; Xiyao Liu 001 (J. King Saud Univ. Comput. Inf. Sci., 2023)

A multi-strategy contrastive learning framework for weakly supervised semantic segmentation. - Kunhao Yuan; Gerald Schaefer; Yu-Kun Lai; Yifan Wang 008; Xiyao Liu 001; Lin Guan; Hui Fang 003 (Pattern Recognit., 2023)

Heterogeneous attention based transformer for sign language translation. - Hao Zhang 032; Yixiang Sun; Zenghui Liu; Qiyuan Liu 010; Xiyao Liu 001; Ming Jiang; Gerald Schaefer; Hui Fang 003 (Appl. Soft Comput., 2023)

Semantics-guided generative diffusion model with a 3DMM model condition for face swapping. - Xiyao Liu 001; Yang Liu; Yuhao Zheng; Ting Yang 009; Jian Zhang 048; Victoria Wang; Hui Fang 003 (Comput. Graph. Forum, 2023)

Towards Compact Reversible Image Representations for Neural Style Transfer. - Xiyao Liu 001; Siyu Yang; Jian Zhang 048; Gerald Schaefer; Jiya Li; Xunli Fan; Songtao Wu; Hui Fang 003 (ECCV (66), 2024)

Micro-expression recognition by fusing action unit detection and Spatio-temporal features. - Lei Wang 017; Pinyi Huang; Wangyang Cai; Xiyao Liu 001 (ICASSP, 2024)

Multi-Strategy Adversarial Learning for Robust Face Forgery Detection Under Heterogeneous and Composite Attacks. - Xiyao Liu 001; Fengkai Dong; Xin Liao; Yuhan Guo; Jianbiao He; Jian Zhang 048; Gerald Schaefer; Hui Fang 003 (ICME, 2024)

Two-Stage Facial Expression Spotting with Spectrum-Based Post-Processing. - Lei Wang 017; Tianfu Cai; Pinyi Huang; Xiyao Liu 001; Wangyang Cai (ICME, 2024)

Guided Diffusion-based Adversarial Purification Model with Denoised Prior Constraint. - Xiyao Liu 001; Ting Yang 009; Jiaqi Li; Xi Li; Hui Fang 003 (IJCNN, 2024)

A divide-and-conquer reconstruction method for defending against adversarial example attacks. - Xiyao Liu 001; Jiaxin Hu; Qingying Yang; Ming Jiang; Jianbiao He; Hui Fang 003 (Vis. Intell., 2024)

Watermarking in Secure Federated Learning: A Verification Framework Based on Client-Side Backdooring. - Wenyuan Yang; Shuo Shao 002; Yue Yang 007; Xiyao Liu 001; Ximeng Liu; Zhihua Xia; Gerald Schaefer; Hui Fang 003 (ACM Trans. Intell. Syst. Technol., 2024)

Recoverable Facial Identity Protection via Adaptive Makeup Transfer Adversarial Attacks. - Xiyao Liu 001; Junxing Ma; Xinda Wang 006; Qianyu Lin; Jian Zhang 048; Gerald Schaefer; Cagatay Turkay; Hui Fang 003 (AAAI, 2025)

Robust Image Hashing Based on Contrastive Masked Autoencoder with Weak-Strong Augmentation Alignment. - Cundian Yang; Guibo Luo; Yuesheng Zhu; Jiaqi Li; Xiyao Liu 001 (AAAI, 2025)

Robust Image Hashing Based on Mixture-of-Experts with Hard-Sample Mining Contrastive Learning. - Cundian Yang; Guibo Luo; Yuesheng Zhu; Xiyao Liu 001 (CSCWD, 2025)

Federated Dynamic Aggregation Learning Based on Parameter Decomposition to Combat Noisy Data. - Xuyan Zhang; Da Huang; Zhencheng Fan; Yuhua Tang; Xiyao Liu 001 (ICIC (15), 2025)

Chinese sign language recognition and translation with virtual digital human dataset. - Hao Zhang 032; Zenghui Liu; Zhihang Yan; Songrui Guo; Chunming Gao; Xiyao Liu 001 (Displays, 2025)

An adversarial contrastive learning based cross-modality zero-watermarking scheme for DIBR 3D video copyright protection. - Xiyao Liu 001; Qingyu Dang; Huiyi Wang; Xiaoheng Deng; Xunli Fan; Cundian Yang; Zhihong Chen; Hui Fang 003 (Neurocomputing, 2025)

A memory-based conditional neural process for video instance segmentation. - Kunhao Yuan; Gerald Schaefer; Yu-Kun Lai; Xiyao Liu 001; Lin Guan; Hui Fang 003 (Neurocomputing, 2025)

Class activation map guided level sets for weakly supervised semantic segmentation. - Yifan Wang 008; Gerald Schaefer; Xiyao Liu 001; Jing Dong 009; Linglin Jing; Ye Wei; Xianghua Xie; Hui Fang 003 (Pattern Recognit., 2025)

Attack-Defending Contrastive Learning for Volumetric Medical Image Zero-Watermarking. - Xiyao Liu 001; Cundian Yang; Jianbiao He; Hui Fang 003; Gerald Schaefer; Jian Zhang 048; Yuesheng Zhu; Shichao Zhang 001 (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Refining pseudo-labels through iterative mix-up for weakly supervised semantic segmentation. - Yifan Wang 008; Kunhao Yuan; Gerald Schaefer; Xiyao Liu 001; Linglin Jing; Kehua Guo; James Z. Wang 001; Hui Fang 003 (Pattern Recognit., 2026)