Detecting Hidden Messages Using Higher-Order Statistics and Support Vector Machines. - Siwei Lyu; Hany Farid (Information Hiding, 2002)

Higher-order Wavelet Statistics and their Application to Digital Forensics. - Hany Farid; Siwei Lyu (CVPR Workshops, 2003)

Steganalysis using color wavelet statistics and one-class support vector machines. - Siwei Lyu; Hany Farid (Security, Steganography, and Watermarking of Multimedia Contents, 2004)

A digital technique for art authentication. - Siwei Lyu; Daniel N. Rockmore; Hany Farid (Proc. Natl. Acad. Sci. USA, 2004)

Infomax Boosting. - Siwei Lyu (CVPR (1), 2005)

Mercer Kernels for Object Recognition with Local Features. - Siwei Lyu (CVPR (2), 2005)

A Kernel Between Unordered Sets of Data: The Gaussian Mixture Approach. - Siwei Lyu (ECML, 2005)

Automatic image orientation determination with natural image statistics. - Siwei Lyu (ACM Multimedia, 2005)

Steganalysis of recorded speech. - Micah K. Johnson; Siwei Lyu; Hany Farid (Security, Steganography, and Watermarking of Multimedia Contents, 2005)

How realistic is photorealistic? - Siwei Lyu; Hany Farid (IEEE Trans. Signal Process., 2005)

Statistical Modeling of Images with Fields of Gaussian Scale Mixtures. - Siwei Lyu; Eero P. Simoncelli (NIPS, 2006)

Steganalysis using higher-order image statistics. - Siwei Lyu; Hany Farid (IEEE Trans. Inf. Forensics Secur., 2006)

Statistically and perceptually motivated nonlinear image representation. - Siwei Lyu; Eero P. Simoncelli (Human Vision and Electronic Imaging, 2007)

Nonlinear image representation using divisive normalization. - Siwei Lyu; Eero P. Simoncelli (CVPR, 2008)

Reducing statistical dependencies in natural signals using radial Gaussianization. - Siwei Lyu; Eero P. Simoncelli (NIPS, 2008)

Natural image statistics in digital image forensics. - Siwei Lyu (2008)

An implicit Markov random field model for the multi-scale oriented representations of natural images. - Siwei Lyu (CVPR, 2009)

Interpretation and Generalization of Score Matching. - Siwei Lyu (UAI, 2009)

Nonlinear Extraction of Independent Components of Natural Images Using Radial Gaussianization. - Siwei Lyu; Eero P. Simoncelli (Neural Comput., 2009)

Modeling Multiscale Subbands of Photographic Images with Fields of Gaussian Scale Mixtures. - Siwei Lyu; Eero P. Simoncelli (IEEE Trans. Pattern Anal. Mach. Intell., 2009)

Nonnegative matrix factorization with matrix exponentiation. - Siwei Lyu (ICASSP, 2010)

Detecting image region duplication using SIFT features. - Xunyu Pan; Siwei Lyu (ICASSP, 2010)

Estimating vignetting function from a single image for image authentication. - Siwei Lyu (MM&Sec, 2010)

Divisive Normalization: Justification and Effectiveness as Efficient Coding Transform. - Siwei Lyu (NIPS, 2010)

Region Duplication Detection Using Image Feature Matching. - Xunyu Pan; Siwei Lyu (IEEE Trans. Inf. Forensics Secur., 2010)

Exposing image forgery with blind noise estimation. - Xunyu Pan; Xing Zhang; Siwei Lyu (MM&Sec, 2011)

Unifying Non-Maximum Likelihood Learning Objectives with Minimum KL Contraction. - Siwei Lyu (NIPS, 2011)

Dependency Reduction with Divisive Normalization: Justification and Effectiveness. - Siwei Lyu (Neural Comput., 2011)

Boosting with Side Information. - Jixu Chen; Xiaoming Liu 002; Siwei Lyu (ACCV (1), 2012)

Detecting splicing in digital audios using local noise level estimation. - Xunyu Pan; Xing Zhang; Siwei Lyu (ICASSP, 2012)

Exposing image splicing with inconsistent local noise variances. - Xunyu Pan; Xing Zhang; Siwei Lyu (ICCP, 2012)

Blind local noise estimation for medical images reconstructed from rapid acquisition. - Xunyu Pan; Xing Zhang; Siwei Lyu (Image Processing, 2012)

Learning with Target Prior. - Zuoguan Wang; Siwei Lyu; Gerwin Schalk; Qiang Ji (NIPS, 2012)

An upper-bound on second-order dependency. - Siwei Lyu (ChinaSIP, 2013)

Bayesian supervised learning with non-Gaussian latent variables. - Siwei Lyu (ChinaSIP, 2013)

Simultaneous Clustering and Tracklet Linking for Multi-face Tracking in Videos. - Baoyuan Wu; Siwei Lyu; Bao-Gang Hu; Qiang Ji (ICCV, 2013)

A dynamic Bayesian approach to real-time estimation and filtering in grasp acquisition. - Li Zhang 130; Siwei Lyu; Jeff Trinkle (ICRA, 2013)

Deep Feature Learning Using Target Priors with Applications in ECoG Signal Decoding for BCI. - Zuoguan Wang; Siwei Lyu; Gerwin Schalk; Qiang Ji (IJCAI, 2013)

On Algorithms for Sparse Multi-factor NMF. - Siwei Lyu; Xin Wang 045 (NIPS, 2013)

Using Projection Kurtosis Concentration of Natural Images for Blind Noise Covariance Matrix Estimation. - Xing Zhang; Siwei Lyu (CVPR, 2014)

Variational EM Learning of DSBNs with Conditional Deep Boltzmann Machines. - Xing Zhang; Siwei Lyu (ICANN, 2014)

Non-blind image restoration with symmetric generalized Pareto priors. - Xing Mei; Bao-Gang Hu; Siwei Lyu (ICIP, 2014)

Blind estimation of pixel brightness transform. - Xing Zhang; Siwei Lyu (ICIP, 2014)

Analyzing Online Knowledge-Building Discourse Using Probabilistic Topic Models. - Weiyi Sun; Jianwei Zhang 004; Hui Jin; Siwei Lyu (ICLS, 2014)

Exposing Region Splicing Forgeries with Blind Local Noise Estimation. - Siwei Lyu; Xunyu Pan; Xing Zhang (Int. J. Comput. Vis., 2014)

Fast Online Upper Body Pose Estimation from Video. - Ming-Ching Chang; Honggang Qi; Xin Wang 045; Hong Cheng 002; Siwei Lyu (BMVC, 2015)

UniHIST: A unified framework for image restoration with marginal histogram constraints. - Xing Mei; Weiming Dong; Bao-Gang Hu; Siwei Lyu (CVPR, 2015)

Fused methods for visual saliency estimation. - Amanda S. Danko; Siwei Lyu (Image Processing: Machine Vision Applications, 2015)

Modeling transition patterns between events for temporal human action segmentation and classification. - Yelin Kim; Jixu Chen; Ming-Ching Chang; Xin Wang 045; Emily Mower Provost; Siwei Lyu (FG, 2015)

Better together: Fusing visual saliency methods for retrieving perceptually-similar images. - Amanda S. Danko; Siwei Lyu (ICCE, 2015)

Category-Blind Human Action Recognition: A Practical Recognition System. - Wenbo Li 001; Longyin Wen; Mooi Choo Chuah; Siwei Lyu (ICCV, 2015)

Improving Image Restoration with Soft-Rounding. - Xing Mei; Honggang Qi; Bao-Gang Hu; Siwei Lyu (ICCV, 2015)

ML-MG: Multi-label Learning with Missing Labels Using a Mixed Graph. - Baoyuan Wu; Siwei Lyu; Bernard Ghanem (ICCV, 2015)

Seeing as it happens: Real time 3D video event visualization. - Yueming Yang; Ming-Ching Chang; Peter H. Tu; Siwei Lyu (ICIP, 2015)

State estimation for dynamic systems with intermittent contact. - Shuai Li 015; Siwei Lyu; Jeff Trinkle (ICRA, 2015)

A comparative study of contact models for contact-aware state estimation. - Shuai Li 015; Siwei Lyu; Jeff Trinkle; Wolfram Burgard (IROS, 2015)

DETRAC: A New Benchmark and Protocol for Multi-Object Tracking. - Longyin Wen; Dawei Du; Zhaowei Cai; Zhen Lei 001; Ming-Ching Chang; Honggang Qi; Jongwoo Lim; Ming-Hsuan Yang 001; Siwei Lyu (CoRR, 2015)

Multi-label learning with missing labels for image annotation and facial action unit recognition. - Baoyuan Wu; Siwei Lyu; Bao-Gang Hu; Qiang Ji (Pattern Recognit., 2015)

Co-Regularized PLSA for Multi-Modal Learning. - Xin Wang 045; Ming-Ching Chang; Yiming Ying; Siwei Lyu (AAAI, 2016)

Constrained Submodular Minimization for Missing Labels and Class Imbalance in Multi-label Learning. - Baoyuan Wu; Siwei Lyu; Bernard Ghanem (AAAI, 2016)

Fast Convergence of Online Pairwise Learning Algorithms. - Martin Boissier 002; Siwei Lyu; Yiming Ying; Ding-Xuan Zhou (AISTATS, 2016)

Efficient large-scale photometric reconstruction using Divide-Recon-Fuse 3D Structure from Motion. - Yueming Yang; Ming-Ching Chang; Longyin Wen; Peter H. Tu; Honggang Qi; Siwei Lyu (AVSS, 2016)

The Thermal Infrared Visual Object Tracking VOT-TIR2016 Challenge Results. - Michael Felsberg; Matej Kristan; Jiri Matas; Ales Leonardis; Roman P. Pflugfelder; Gustav Häger; Amanda Berg; Abdelrahman Eldesokey; Jörgen Ahlberg; Luka Cehovin; Tomás Vojír; Alan Lukezic; et al. (ECCV Workshops (2), 2016)

The Visual Object Tracking VOT2016 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Luka Cehovin; Tomás Vojír; Gustav Häger; Alan Lukezic; Gustavo Fernández; Abhinav Gupta 001; Alfredo Petrosino; et al. (ECCV Workshops (2), 2016)

Stochastic Online AUC Maximization. - Yiming Ying; Longyin Wen; Siwei Lyu (NIPS, 2016)

Exploiting Hierarchical Dense Structures on Hypergraphs for Multi-Object Tracking. - Longyin Wen; Zhen Lei 001; Siwei Lyu; Stan Z. Li; Ming-Hsuan Yang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2016)

Online Deformable Object Tracking Based on Structure-Aware Hyper-Graph. - Dawei Du; Honggang Qi; Wenbo Li 001; Longyin Wen; Qingming Huang; Siwei Lyu (IEEE Trans. Image Process., 2016)

Measuring and Predicting Visual Importance of Similar Objects. - Yan Kong; Weiming Dong; Xing Mei; Chongyang Ma; Tong-Yee Lee; Siwei Lyu; Feiyue Huang; Xiaopeng Zhang 001 (IEEE Trans. Vis. Comput. Graph., 2016)

Unsupervised Learning of Multi-Level Descriptors for Person Re-Identification. - Yang Yang 062; Longyin Wen; Siwei Lyu; Stan Z. Li (AAAI, 2017)

UA-DETRAC 2017: Report of AVSS2017 & IWT4S Challenge on Advanced Traffic Monitoring. - Siwei Lyu; Ming-Ching Chang; Dawei Du; Longyin Wen; Honggang Qi; Yuezun Li; Yi Wei 006; Lipeng Ke; Tao Hu 011; Marco Del Coco; Pierluigi Carcagnì; Dmitriy Anisimov; et al. (AVSS, 2017)

Adaptive RNN Tree for Large-Scale Human Action Recognition. - Wenbo Li 001; Longyin Wen; Ming-Ching Chang; Ser Nam Lim; Siwei Lyu (ICCV, 2017)

The Visual Object Tracking VOT2017 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Luka Cehovin Zajc; Tomas Vojir; Gustav Häger; Alan Lukezic; Abdelrahman Eldesokey; Gustavo Fernández; Álvaro García-Martín; et al. (ICCV Workshops, 2017)

Hybrid structure hypergraph for online deformable object tracking. - Shengkun Li; Dawei Du; Longyin Wen; Ming-Ching Chang; Siwei Lyu (ICIP, 2017)

LSTM with working memory. - Andrew Pulver; Siwei Lyu (IJCNN, 2017)

Learning with Average Top-k Loss. - Yanbo Fan; Siwei Lyu; Yiming Ying; Bao-Gang Hu (NIPS, 2017)

The NVIDIA AI City Challenge. - Milind Naphade; David C. Anastasiu; Anuj Sharma; Vamsi Jagrlamudi; Hyeran Jeon; Kaikai Liu; Ming-Ching Chang; Siwei Lyu; Jerry Zeyu Gao (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Street object detection / tracking for AI city traffic analysis. - Yi Wei 006; Nenghui Song; Lipeng Ke; Ming-Ching Chang; Siwei Lyu (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2017)

Robust Localized Multi-view Subspace Clustering. - Yanbo Fan; Jian Liang 001; Ran He 001; Bao-Gang Hu; Siwei Lyu (CoRR, 2017)

Multi-Camera Multi-Target Tracking with Space-Time-View Hyper-graph. - Longyin Wen; Zhen Lei 001; Ming-Ching Chang; Honggang Qi; Siwei Lyu (Int. J. Comput. Vis., 2017)

Geometric Hypergraph Learning for Visual Tracking. - Dawei Du; Honggang Qi; Longyin Wen; Qi Tian 001; Qingming Huang; Siwei Lyu (IEEE Trans. Cybern., 2017)

Evolvement Constrained Adversarial Learning for Video Style Transfer. - Wenbo Li 001; Longyin Wen; Xiao Bian; Siwei Lyu (ACCV (1), 2018)

Pixel Offset Regression (POR) for Single-shot Instance Segmentation. - Yuezun Li; Xiao Bian; Ming-Ching Chang; Longyin Wen; Siwei Lyu (AVSS, 2018)

UA-DETRAC 2018: Report of AVSS2018 & IWT4S Challenge on Advanced Traffic Monitoring. - Siwei Lyu; Ming-Ching Chang; Dawei Du; Wenbo Li 001; Yi Wei 006; Marco Del Coco; Pierluigi Carcagnì; Arne Schumann; Bharti Munjal; Dinh-Quoc-Trung Dang; Doo-Hyun Choi; Erik Bochinski; et al. (AVSS, 2018)

Robust Adversarial Perturbation on Deep Proposal-based Models. - Yuezun Li; Daniel Tian; Ming-Ching Chang; Xiao Bian; Siwei Lyu (BMVC, 2018)

Video Analytics in Smart Transportation for the AIC'18 Challenge. - Ming-Ching Chang; Yi Wei; Nenghui Song; Siwei Lyu (CVPR Workshops, 2018)

The 2018 NVIDIA AI City Challenge. - Milind Naphade; Ming-Ching Chang; Anuj Sharma; David C. Anastasiu; Vamsi Jagarlamudi; Pranamesh Chakraborty; Tingting Huang; Shuo Wang; Ming-Yu Liu 001; Rama Chellappa; Jenq-Neng Hwang; Siwei Lyu (CVPR Workshops, 2018)

Tagging Like Humans: Diverse and Distinct Image Annotation. - Baoyuan Wu; Weidong Chen; Peng Sun 011; Wei Liu 005; Bernard Ghanem; Siwei Lyu (CVPR, 2018)

Multi-Scale Structure-Aware Network for Human Pose Estimation. - Lipeng Ke; Ming-Ching Chang; Honggang Qi; Siwei Lyu (ECCV (2), 2018)

Multi-Scale Supervised Network for Human Pose Estimation. - Lipeng Ke; Honggang Qi; Ming-Ching Chang; Siwei Lyu (ICIP, 2018)

Stochastic Proximal Algorithms for AUC Maximization. - Michael Natole; Yiming Ying; Siwei Lyu (ICML, 2018)

Explain Black-box Image Classifications Using Superpixel-based Interpretation. - Yi Wei 006; Ming-Ching Chang; Yiming Ying; Ser Nam Lim; Siwei Lyu (ICPR, 2018)

Global Contrast Enhancement Detection via Deep Multi-Path Network. - Cong Zhang; Dawei Du; Lipeng Ke; Honggang Qi; Siwei Lyu (ICPR, 2018)

Efficient State Estimation with Constrained Rao-Blackwellized Particle Filter. - Shuai Li 015; Siwei Lyu; Jeff Trinkle (IROS, 2018)

A Univariate Bound of Area Under ROC. - Siwei Lyu; Yiming Ying (UAI, 2018)

In Ictu Oculi: Exposing AI Created Fake Videos by Detecting Eye Blinking. - Yuezun Li; Ming-Ching Chang; Siwei Lyu (WIFS, 2018)

Countering JPEG anti-forensics based on noise level estimation. - Hui Zeng 002; Jingjing Yu; Xiangui Kang; Siwei Lyu (Sci. China Inf. Sci., 2018)

A Univariate Bound of Area Under ROC. - Siwei Lyu (CoRR, 2018)

STS Classification with Dual-stream CNN. - Shuchen Weng; Wenbo Li 001; Yi Zhang 070; Siwei Lyu (CoRR, 2018)

In Ictu Oculi: Exposing AI Generated Fake Face Videos by Detecting Eye Blinking. - Yuezun Li; Ming-Ching Chang; Siwei Lyu (CoRR, 2018)

Who did What at Where and When: Simultaneous Multi-Person Tracking and Activity Recognition. - Wenbo Li 001; Ming-Ching Chang; Siwei Lyu (CoRR, 2018)

Attacking Object Detectors via Imperceptible Patches on Background. - Yuezun Li; Xian Bian; Siwei Lyu (CoRR, 2018)

Multi-label Learning with Missing Labels Using Mixed Dependency Graphs. - Baoyuan Wu; Fan Jia; Wei Liu 005; Bernard Ghanem; Siwei Lyu (Int. J. Comput. Vis., 2018)

Iterative Graph Seeking for Object Tracking. - Dawei Du; Longyin Wen; Honggang Qi; Qingming Huang; Qi Tian 001; Siwei Lyu (IEEE Trans. Image Process., 2018)

Contrast Enhancement Estimation for Digital Image Forensics. - Longyin Wen; Honggang Qi; Siwei Lyu (ACM Trans. Multim. Comput. Commun. Appl., 2018)

Scale Invariant Fully Convolutional Network: Detecting Hands Efficiently. - Dan Liu; Dawei Du; Libo Zhang 001; Tiejian Luo; Yanjun Wu; Feiyue Huang; Siwei Lyu (AAAI, 2019)

Learning Non-Uniform Hypergraph for Multi-Object Tracking. - Longyin Wen; Dawei Du; Shengkun Li; Xiao Bian; Siwei Lyu (AAAI, 2019)

Graph-to-Graph Energy Minimization for Video Object Segmentation. - Yuezun Li; Longyin Wen; Ming-Ching Chang; Siwei Lyu (AVSS, 2019)

Exploring the Vulnerability of Single Shot Module in Object Detectors via Imperceptible Background Patches. - Yuezun Li; Xiao Bian; Ming-Ching Chang; Siwei Lyu (BMVC, 2019)

Detecting AI-Synthesized Speech Using Bispectral Analysis. - Ehab A. AlBadawy; Siwei Lyu; Hany Farid (CVPR Workshops, 2019)

Exposing DeepFake Videos By Detecting Face Warping Artifacts. - Yuezun Li; Siwei Lyu (CVPR Workshops, 2019)

Object-Driven Text-To-Image Synthesis via Adversarial Training. - Wenbo Li 001; Pengchuan Zhang; Lei Zhang 001; Qiuyuan Huang; Xiaodong He 001; Siwei Lyu; Jianfeng Gao 001 (CVPR, 2019)

The 2019 AI City Challenge. - Milind Naphade; Zheng Tang; Ming-Ching Chang; David C. Anastasiu; Anuj Sharma; Rama Chellappa; Shuo Wang; Pranamesh Chakraborty; Tingting Huang; Jenq-Neng Hwang; Siwei Lyu (CVPR Workshops, 2019)

Dual-stream CNN for Structured Time Series Classification. - Shuchen Weng; Wenbo Li 001; Yi Zhang 070; Siwei Lyu (ICASSP, 2019)

Exposing Deep Fakes Using Inconsistent Head Poses. - Xin Yang; Yuezun Li; Siwei Lyu (ICASSP, 2019)

De-identification Without Losing Faces. - Yuezun Li; Siwei Lyu (IH&MMSec, 2019)

Exposing GAN-synthesized Faces Using Landmark Locations. - Xin Yang; Yuezun Li; Honggang Qi; Siwei Lyu (IH&MMSec, 2019)

Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification. - Zhe Xue; Junping Du 001; Dawei Du; Wenqi Ren; Siwei Lyu (IJCAI, 2019)

Residual Attention Based Network for Hand Bone Age Assessment. - Eric Wu; Bin Kong 001; Xin Wang 045; Junjie Bai; Yi Lu 019; Feng Gao; Shaoting Zhang 001; Kunlin Cao; Qi Song 001; Siwei Lyu; Youbing Yin (ISBI, 2019)

A Multi-modality Network for Cardiomyopathy Death Risk Prediction with CMR Images and Clinical Information. - Chaoyang Xia; Xiaojie Li 001; Xin Wang 045; Bin Kong 001; Yucheng Chen 003; Youbing Yin; Kunlin Cao; Qi Song 001; Siwei Lyu; Xi Wu 004 (MICCAI (2), 2019)

Data Priming Network for Automatic Check-Out. - Congcong Li; Dawei Du; Libo Zhang 001; Tiejian Luo; Yanjun Wu; Qi Tian 001; Longyin Wen; Siwei Lyu (ACM Multimedia, 2019)

Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding. - Bin Kong 001; Xin Wang 045; Junjie Bai; Yi Lu 019; Feng Gao; Kunlin Cao; Qi Song 001; Shaoting Zhang 001; Siwei Lyu; Youbing Yin (CoRR, 2019)

Hiding Faces in Plain Sight: Disrupting AI Face Synthesis with Adversarial Perturbations. - Yuezun Li; Xin Yang 008; Baoyuan Wu; Siwei Lyu (CoRR, 2019)

Celeb-DF: A New Dataset for DeepFake Forensics. - Yuezun Li; Xin Yang; Pu Sun 001; Honggang Qi; Siwei Lyu (CoRR, 2019)

Fast Portrait Segmentation with extremely light-weight network. - Yuezun Li; Ao Luo; Siwei Lyu (CoRR, 2019)

Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network. - Longyin Wen; Dawei Du; Pengfei Zhu 001; Qinghua Hu; Qilong Wang 001; Liefeng Bo; Siwei Lyu (CoRR, 2019)

Stochastic AUC Optimization Algorithms With Linear Convergence. - Michael Natole; Yiming Ying; Siwei Lyu (Frontiers Appl. Math. Stat., 2019)

Single-Shot Scale-Aware Network for Real-Time Face Detection. - Shifeng Zhang; Longyin Wen; Hailin Shi; Zhen Lei 001; Siwei Lyu; Stan Z. Li (Int. J. Comput. Vis., 2019)

Deep low-rank subspace ensemble for multi-view clustering. - Zhe Xue; Junping Du 001; Dawei Du; Siwei Lyu (Inf. Sci., 2019)

Efficient algorithms for graph regularized PLSA for probabilistic topic modeling. - Xin Wang 045; Ming-Ching Chang; Lan Wang; Siwei Lyu (Pattern Recognit., 2019)

Deep Constrained Low-Rank Subspace Learning for Multi-View Semi-Supervised Classification. - Zhe Xue; Junping Du 001; Dawei Du; Guorong Li; Qingming Huang; Siwei Lyu (IEEE Signal Process. Lett., 2019)

3D Single-Person Concurrent Activity Detection Using Stacked Relation Network. - Yi Wei 006; Wenbo Li 001; Yanbo Fan; Linghan Xu; Ming-Ching Chang; Siwei Lyu (AAAI, 2020)

MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network. - Yi Wei 006; Zhe Gan; Wenbo Li 001; Siwei Lyu; Ming-Ching Chang; Lei Zhang 001; Jianfeng Gao 001; Pengchuan Zhang (ACCV (4), 2020)

Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics. - Yuezun Li; Xin Yang; Pu Sun 001; Honggang Qi; Siwei Lyu (CVPR, 2020)

Learning Semantic Neural Tree for Human Parsing. - Ruyi Ji; Dawei Du; Libo Zhang 001; Longyin Wen; Yanjun Wu; Chen Zhao; Feiyue Huang; Siwei Lyu (ECCV (13), 2020)

Cascade Graph Neural Networks for RGB-D Salient Object Detection. - Ao Luo; Xin Li 079; Fan Yang 054; Zhicheng Jiao; Hong Cheng 002; Siwei Lyu (ECCV (12), 2020)

Fast Portrait Segmentation With Highly Light-Weight Network. - Yuezun Li; Ao Luo; Siwei Lyu (ICIP, 2020)

Deepfake Detection: Current Challenges and Next Steps. - Siwei Lyu (ICME Workshops, 2020)

Fast Local Attack: Generating Local Adversarial Examples for Object Detectors. - Quanyu Liao; Xin Wang 045; Bin Kong 001; Siwei Lyu; Youbing Yin; Qi Song 001; Xi Wu 004 (IJCNN, 2020)

Voice Conversion Using Speech-to-Speech Neuro-Style Transfer. - Ehab A. AlBadawy; Siwei Lyu (INTERSPEECH, 2020)

Explainable and Efficient Sequential Correlation Network for 3D Single Person Concurrent Activity Detection. - Yi Wei 006; Wenbo Li 001; Ming-Ching Chang; Hongxia Jin; Siwei Lyu (IROS, 2020)

Guided Attention Network for Object Detection and Counting on Drones. - Yuanqiang Cai; Dawei Du; Libo Zhang 001; Longyin Wen; Weiqiang Wang 001; Yanjun Wu; Siwei Lyu (ACM Multimedia, 2020)

Learning by Minimizing the Sum of Ranked Range. - Shu Hu 001; Yiming Ying; Xin Wang 045; Siwei Lyu (NeurIPS, 2020)

Landmark Breaker: Obstructing DeepFake By Disturbing Landmark Extraction. - Pu Sun 001; Yuezun Li; Honggang Qi; Siwei Lyu (WIFS, 2020)

Groupwise Ranking Loss for Multi-Label Learning. - Yanbo Fan; Baoyuan Wu; Ran He 001; Bao-Gang Hu; Yong Zhang 034; Siwei Lyu (IEEE Access, 2020)

Domain Embedded Multi-model Generative Adversarial Networks for Image-based Face Inpainting. - Xian Zhang 008; Xin Wang 045; Bin Kong 001; Youbing Yin; Qi Song 001; Siwei Lyu; Jiancheng Lv 001; Canghong Shi; Xiaojie Li 001 (CoRR, 2020)

Category-wise Attack: Transferable Adversarial Examples for Anchor Free Object Detection. - Quanyu Liao; Xin Wang 045; Bin Kong 001; Siwei Lyu; Youbing Yin; Qi Song 001; Xi Wu 004 (CoRR, 2020)

Backdoor Attack with Sample-Specific Triggers. - Yuezun Li; Yiming Li 004; Baoyuan Wu; Longkang Li; Ran He 001; Siwei Lyu (CoRR, 2020)

UA-DETRAC: A new benchmark and protocol for multi-object detection and tracking. - Longyin Wen; Dawei Du; Zhaowei Cai; Zhen Lei 001; Ming-Ching Chang; Honggang Qi; Jongwoo Lim; Ming-Hsuan Yang 001; Siwei Lyu (Comput. Vis. Image Underst., 2020)

Stability and Differential Privacy of Stochastic Gradient Descent for Pairwise Learning with Non-Smooth Loss. - Zhenhuan Yang; Yunwen Lei; Siwei Lyu; Yiming Ying (AISTATS, 2021)

FlagDetSeg: Multi-Nation Flag Detection and Segmentation in the Wild. - Shou-Fang Wu; Ming-Ching Chang; Siwei Lyu; Cheng-Shih Wong; Abhineet Kumar Pandey; Po-Chi Su (AVSS, 2021)

A Video Analytic System for Rail Crossing Point Protection. - Guangliang Zhao; Abhineet Kumar Pandey; Ming-Ching Chang; Siwei Lyu (AVSS, 2021)

Multi-Teacher Single-Student Visual Transformer with Multi-Level Attention for Face Spoofing Detection. - Yao-Hui Huang; Jun-Wei Hsieh; Ming-Ching Chang; Lipeng Ke; Siwei Lyu; Arpita Samanta Santra (BMVC, 2021)

Learnable Discrete Wavelet Pooling (LDW-Pooling) for Convolutional Networks. - Bor-Shiun Wang; Jun-Wei Hsieh; Ping-Yang Chen; Ming-Ching Chang; Lipeng Ke; Siwei Lyu (BMVC, 2021)

Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark. - Longyin Wen; Dawei Du; Pengfei Zhu 001; Qinghua Hu; Qilong Wang 001; Liefeng Bo; Siwei Lyu (CVPR, 2021)

Exposing GAN-Generated Faces Using Inconsistent Corneal Specular Highlights. - Shu Hu 001; Yuezun Li; Siwei Lyu (ICASSP, 2021)

DFGC 2021: A DeepFake Game Competition. - Bo Peng 002; Hongxing Fan; Wei Wang 025; Jing Dong 003; Yuezun Li; Siwei Lyu; Qi Li 005; Zhenan Sun; Han Chen; Baoying Chen; Yanjie Hu; Shenghai Luo; et al. (IJCB, 2021)

NIR Iris Challenge Evaluation in Non-cooperative Environments: Segmentation and Localization. - Caiyong Wang; Yunlong Wang 003; Kunbo Zhang; Jawad Muhammad; Tianhao Lu; Qi Zhang 015; Qichuan Tian; Zhaofeng He; Zhenan Sun; Yiwen Zhang; Tianbao Liu; Wei Yang 006; et al. (IJCB, 2021)

TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning. - Shu Hu 001; Lipeng Ke; Xin Wang 045; Siwei Lyu (ICCV, 2021)

Invisible Backdoor Attack with Sample-Specific Triggers. - Yuezun Li; Yiming Li 004; Baoyuan Wu; Longkang Li; Ran He 001; Siwei Lyu (ICCV, 2021)

Imperceptible Adversarial Examples For Fake Image Detection. - Quanyu Liao; Yuezun Li; Xin Wang 045; Bin Kong 001; Bin Zhu 008; Siwei Lyu; Youbing Yin; Qi Song 001; Xi Wu 004 (ICIP, 2021)

Face Forgery Detection Based On Segmentation Network. - Yingbin Zhou; Anwei Luo; Xiangui Kang; Siwei Lyu (ICIP, 2021)

Transferable Adversarial Examples for Anchor Free Object Detection. - Quanyu Liao; Xin Wang 045; Bin Kong 001; Siwei Lyu; Bin Zhu 008; Youbing Yin; Qi Song 001; Xi Wu 004 (ICME, 2021)

Stochastic Actor-Executor-Critic for Image-to-Image Translation. - Ziwei Luo; Jing Hu 009; Xin Wang 045; Siwei Lyu; Bin Kong 001; Youbing Yin; Qi Song 001; Xi Wu 004 (IJCAI, 2021)

Understanding Linear Style Transfer Auto-Encoders. - Ian Pradhan; Siwei Lyu (MLSP, 2021)

Fighting AI-synthesized Fake Media. - Siwei Lyu (ADGD @ ACM Multimedia, 2021)

DeepFake-o-meter: An Open Platform for DeepFake Detection. - Yuezun Li; Cong Zhang; Pu Sun 001; Lipeng Ke; Yan Ju; Honggang Qi; Siwei Lyu (SP (Workshops), 2021)

DeepFake-o-meter: An Open Platform for DeepFake Detection. - Yuezun Li; Cong Zhang; Pu Sun 001; Honggang Qi; Siwei Lyu (CoRR, 2021)

TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning. - Shu Hu 001; Lipeng Ke; Xin Wang 045; Siwei Lyu (CoRR, 2021)

Robust Attentive Deep Neural Network for Exposing GAN-generated Faces. - Hui Guo; Shu Hu 001; Xin Wang 045; Ming-Ching Chang; Siwei Lyu (CoRR, 2021)

TransRPN: Towards the Transferable Adversarial Perturbations using Region Proposal Networks and Beyond. - Yuezun Li; Ming-Ching Chang; Pu Sun 001; Honggang Qi; Junyu Dong; Siwei Lyu (Comput. Vis. Image Underst., 2021)

End-to-end multimodal image registration via reinforcement learning. - Jing Hu 009; Ziwei Luo; Xin Wang 045; Shanhui Sun; Youbing Yin; Kunlin Cao; Qi Song 001; Siwei Lyu; Xi Wu 004 (Medical Image Anal., 2021)

Fast Online Video Pose Estimation by Dynamic Bayesian Modeling of Mode Transitions. - Ming-Ching Chang; Lipeng Ke; Honggang Qi; Longyin Wen; Siwei Lyu (IEEE Trans. Cybern., 2021)

Toward the Creation and Obstruction of DeepFakes. - Yuezun Li; Pu Sun 001; Honggang Qi; Siwei Lyu (Handbook of Digital Face Manipulation and Detection, 2022)

Future Trends in Digital Face Manipulation and Detection. - Ruben Tolosana; Christian Rathgeb; Rubén Vera-Rodríguez; Christoph Busch 001; Luisa Verdoliva; Siwei Lyu; Huy H. Nguyen; Junichi Yamagishi; Isao Echizen; Peter Rot; Klemen Grm; Vitomir Struc; et al. (Handbook of Digital Face Manipulation and Detection, 2022)

Towards To-a-T Spatio-Temporal Focus for Skeleton-Based Action Recognition. - Lipeng Ke; Kuan-Chuan Peng; Siwei Lyu (AAAI, 2022)

Stochastic Planner-Actor-Critic for Unsupervised Deformable Image Registration. - Ziwei Luo; Jing Hu 009; Xin Wang 045; Shu Hu 001; Bin Kong 001; Youbing Yin; Qi Song 001; Xi Wu 004; Siwei Lyu (AAAI, 2022)

PseudoProp: Robust Pseudo-Label Generation for Semi-Supervised Object Detection in Autonomous Driving Systems. - Shu Hu 001; Chun-Hao Liu; Jayanta Dutta; Ming-Ching Chang; Siwei Lyu; Naveen Ramakrishnan (CVPR Workshops, 2022)

Adaptive Face Forgery Detection in Cross Domain. - Luchuan Song; Zheng Fang; Xiaodan Li; Xiaoyi Dong; Zhenchao Jin; Yuefeng Chen; Siwei Lyu (ECCV (34), 2022)

Vocbench: A Neural Vocoder Benchmark for Speech Synthesis. - Ehab A. AlBadawy; Andrew Gibiansky; Qing He; Jilong Wu; Ming-Ching Chang; Siwei Lyu (ICASSP, 2022)

Eyes Tell All: Irregular Pupil Shapes Reveal GAN-Generated Faces. - Hui Guo; Shu Hu 001; Xin Wang 045; Ming-Ching Chang; Siwei Lyu (ICASSP, 2022)

Text-Image De-Contextualization Detection Using Vision-Language Models. - Mingzhen Huang; Shan Jia; Ming-Ching Chang; Siwei Lyu (ICASSP, 2022)

DFGC 2022: The Second DeepFake Game Competition. - Bo Peng 002; Wei Xiang; Yue Jiang; Wei Wang 025; Jing Dong 003; Zhenan Sun; Zhen Lei 001; Siwei Lyu (IJCB, 2022)

Uncertainty Aware Multitask Pyramid Vision Transformer for UAV-Based Object Re-Identification. - Syeda Nyma Ferdous; Xin Li 005; Siwei Lyu (ICIP, 2022)

Model Attribution of Face-Swap Deepfake Videos. - Shan Jia; Xin Li 005; Siwei Lyu (ICIP, 2022)

Fusing Global and Local Features for Generalized AI-Synthesized Image Detection. - Yan Ju; Shan Jia; Lipeng Ke; Hongfei Xue; Koki Nagano; Siwei Lyu (ICIP, 2022)

Faketracer: Exposing Deepfakes with Training Data Contamination. - Pu Sun 001; Yuezun Li; Honggang Qi; Siwei Lyu (ICIP, 2022)

Contrastive Class-Specific Encoding for Few-Shot Object Detection. - Dizhong Lin; Ying Fu 003; Xin Wang 045; Shu Hu 001; Bin Zhu 008; Qi Song 001; Xi Wu 004; Siwei Lyu (ICME, 2022)

Open-Eye: An Open Platform to Study Human Performance on Identifying AI-Synthesized Faces. - Hui Guo; Shu Hu 001; Xin Wang 045; Ming-Ching Chang; Siwei Lyu (MIPR, 2022)

Counterfactual Image Enhancement for Explanation of Face Swap Deepfakes. - Bo Peng 002; Siwei Lyu; Wei Wang 025; Jing Dong 003 (PRCV (2), 2022)

Differentially private SGDA for minimax problems. - Zhenhuan Yang; Shu Hu 001; Yunwen Lei; Kush R. Varshney; Siwei Lyu; Yiming Ying (UAI, 2022)

Robust Attentive Deep Neural Network for Detecting GAN-Generated Faces. - Hui Guo; Shu Hu 001; Xin Wang 045; Ming-Ching Chang; Siwei Lyu (IEEE Access, 2022)

Fusion-based Few-Shot Morphing Attack Detection and Fingerprinting. - Na Zhang; Shan Jia; Siwei Lyu; Xin Li 005 (CoRR, 2022)

GLFF: Global and Local Feature Fusion for Face Forgery Detection. - Yan Ju; Shan Jia; Jialing Cai; Haiying Guan; Siwei Lyu (CoRR, 2022)

Simultaneous multi-person tracking and activity recognition based on cohesive cluster search. - Wenbo Li 001; Yi Wei 006; Siwei Lyu; Ming-Ching Chang (Comput. Vis. Image Underst., 2022)

Sum of Ranked Range Loss for Supervised Learning. - Shu Hu 001; Yiming Ying; Xin Wang 045; Siwei Lyu (J. Mach. Learn. Res., 2022)

Average Top-k Aggregate Loss for Supervised Learning. - Siwei Lyu; Yanbo Fan; Yiming Ying; Bao-Gang Hu (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Learning a deep dual-level network for robust DeepFake detection. - Wenbo Pu; Jing Hu 009; Xin Wang 045; Yuezun Li; Shu Hu 001; Bin Zhu 008; Rui Song 006; Qi Song 001; Xi Wu 004; Siwei Lyu (Pattern Recognit., 2022)

DE-GAN: Domain Embedded GAN for High Quality Face Image Inpainting. - Xian Zhang 008; Xin Wang 045; Canghong Shi; Zhe Yan; Xiaojie Li 001; Bin Kong 001; Siwei Lyu; Bin Zhu 008; Jiancheng Lv 001; Youbing Yin; Qi Song 001; Xi Wu 004; et al. (Pattern Recognit., 2022)

LandmarkGAN: Synthesizing faces from landmarks. - Pu Sun 001; Yuezun Li; Honggang Qi; Siwei Lyu (Pattern Recognit. Lett., 2022)

A Unified Framework for High Fidelity Face Swap and Expression Reenactment. - Bo Peng 002; Hongxing Fan; Wei Wang 025; Jing Dong 003; Siwei Lyu (IEEE Trans. Circuits Syst. Video Technol., 2022)

DetPoseNet: Improving Multi-Person Pose Estimation via Coarse-Pose Filtering. - Lipeng Ke; Ming-Ching Chang; Honggang Qi; Siwei Lyu (IEEE Trans. Image Process., 2022)

Anti-Forensics for Face Swapping Videos via Adversarial Training. - Feng Ding 007; Guopu Zhu; Yingcan Li; Xinpeng Zhang 001; Pradeep K. Atrey; Siwei Lyu (IEEE Trans. Multim., 2022)

Outlier Robust Adversarial Training. - Shu Hu 001; Zhenhuan Yang; Xin Wang 045; Yiming Ying; Siwei Lyu (ACML, 2023)

Harnessing the Power of Text-image Contrastive Models for Automatic Detection of Online Misinformation. - Hao Chen; Peng Zheng; Xin Wang 045; Shu Hu 001; Bin Zhu 008; Jinrong Hu; Xi Wu 004; Siwei Lyu (CVPR Workshops, 2023)

Tracking Multiple Deformable Objects in Egocentric Videos. - Mingzhen Huang; Xiaoxing Li; Jun Hu; Honghong Peng; Siwei Lyu (CVPR, 2023)

AutoSplice: A Text-prompt Manipulated Image Dataset for Media Forensics. - Shan Jia; Mingzhen Huang; Zhou Zhou 009; Yan Ju; Jialing Cai; Siwei Lyu (CVPR Workshops, 2023)

NTIRE 2023 Challenge on Efficient Super-Resolution: Methods and Results. - Yawei Li 001; Yulun Zhang 001; Radu Timofte; Luc Van Gool; Lei Yu; Youwei Li; Xinpeng Li 002; Ting Jiang; Qi Wu 017; Mingyan Han; Wenjie Lin; Chengzhi Jiang; et al. (CVPR Workshops, 2023)

AI-Synthesized Voice Detection Using Neural Vocoder Artifacts. - Chengzhe Sun 001; Shan Jia; Shuwei Hou; Siwei Lyu (CVPR Workshops, 2023)

GAN-Generated Faces Detection: A Survey and New Perspectives. - Xin Wang 045; Hui Guo; Shu Hu 001; Ming-Ching Chang; Siwei Lyu (ECAI, 2023)

Detection of Real-Time Deepfakes in Video Conferencing with Active Probing and Corneal Reflection. - Hui Guo; Xin Wang 045; Siwei Lyu (ICASSP, 2023)

Face Poison: Obstructing DeepFakes by Disrupting Face Detection. - Yuezun Li; Jiaran Zhou; Siwei Lyu (ICME, 2023)

Forensics Forest: Multi-scale Hierarchical Cascade Forest for Detecting GAN-generated Faces. - Jiucui Lu; Yuezun Li; Jiaran Zhou; Bin Li 011; Siwei Lyu (ICME, 2023)

Controlling Neural Style Transfer with Deep Reinforcement Learning. - Chengming Feng; Jing Hu 009; Xin Wang 045; Shu Hu 001; Bin Zhu 008; Xi Wu 004; Hongtu Zhu; Siwei Lyu (IJCAI, 2023)

RMBench: Benchmarking Deep Reinforcement Learning for Robotic Manipulator Control. - Yanfei Xiang; Xin Wang 045; Shu Hu 001; Bin Zhu 008; Xiaomeng Huang; Xi Wu 004; Siwei Lyu (IROS, 2023)

Language-guided Human Motion Synthesis with Atomic Actions. - Yuanhao Zhai 001; Mingzhen Huang; Tianyu Luan; Lu Dong 004; Ifeoma Nwogu; Siwei Lyu; David S. Doermann; Junsong Yuan 001 (ACM Multimedia, 2023)

DeepfakeBench: A Comprehensive Benchmark of Deepfake Detection. - Zhiyuan Yan 002; Yong Zhang 034; Xinhang Yuan; Siwei Lyu; Baoyuan Wu (NeurIPS, 2023)

Attention Guided Policy Optimization for 3D Medical Image Registration. - Jing Hu 009; Zhikun Shuai; Xin Wang 045; Shu Hu 001; Shanhui Sun; Siwei Lyu; Xi Wu 004 (IEEE Access, 2023)

Attacking Important Pixels for Anchor-free Detectors. - Yunxu Xie; Shu Hu 001; Xin Wang 045; Quanyu Liao; Bin Zhu 008; Xi Wu 004; Siwei Lyu (CoRR, 2023)

Exposing AI-Synthesized Human Voices Using Neural Vocoder Artifacts. - Chengzhe Sun 001; Shan Jia; Shuwei Hou; Ehab AlBadawy; Siwei Lyu (CoRR, 2023)

Adversarial Machine Learning: A Systematic Survey of Backdoor Attack, Weight Attack and Adversarial Example. - Baoyuan Wu; Li Liu 036; Zihao Zhu 001; Qingshan Liu; Zhaofeng He; Siwei Lyu (CoRR, 2023)

FakeTracer: Proactively Defending Against Face-swap DeepFakes via Implanting Traces in Training. - Pu Sun 001; Honggang Qi; Yuezun Li; Siwei Lyu (CoRR, 2023)

Contrastive Multi-FaceForensics: An End-to-end Bi-grained Contrastive Learning Approach for Multi-face Forgery Detection. - Cong Zhang; Honggang Qi; Yuezun Li; Siwei Lyu (CoRR, 2023)

Deep Reinforcement Learning for Image-to-Image Translation. - Xin Wang 045; Ziwei Luo; Jing Hu 009; Chengming Feng; Shu Hu 001; Bin Zhu 008; Xi Wu 004; Siwei Lyu (CoRR, 2023)

Improving Cross-dataset Deepfake Detection with Deep Information Decomposition. - Shanmin Yang; Shu Hu 001; Bin Zhu 008; Ying Fu 003; Siwei Lyu; Xi Wu 004; Xin Wang 045 (CoRR, 2023)

Integrating Audio-Visual Features for Multimodal Deepfake Detection. - Sneha Muppalla; Shan Jia; Siwei Lyu (CoRR, 2023)

UMedNeRF: Uncertainty-aware Single View Volumetric Rendering for Medical Neural Radiance Fields. - Jing Hu 009; Qinrui Fan; Shu Hu 001; Siwei Lyu; Xi Wu 004; Xin Wang 045 (CoRR, 2023)

Robust Scene Parsing by Mining Supportive Knowledge From Dataset. - Ao Luo; Fan Yang 054; Xin Li 079; Yuezun Li; Zhicheng Jiao; Hong Cheng 002; Siwei Lyu (IEEE Trans. Neural Networks Learn. Syst., 2023)

Rank-Based Decomposable Losses in Machine Learning: A Survey. - Shu Hu 001; Xin Wang 045; Siwei Lyu (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

ExS-GAN: Synthesizing Anti-Forensics Images via Extra Supervised GAN. - Feng Ding 007; Zhangyi Shen; Guopu Zhu; Sam Kwong; Yicong Zhou; Siwei Lyu (IEEE Trans. Cybern., 2023)

Transcending Forgery Specificity with Latent Space Augmentation for Generalizable Deepfake Detection. - Zhiyuan Yan 002; Yuhao Luo; Siwei Lyu; Qingshan Liu; Baoyuan Wu (CVPR, 2024)

Can ChatGPT Detect DeepFakes? A Study of Using Multimodal Large Language Models for Media Forensics. - Shan Jia; Reilin Lyu; Kangran Zhao; Yize Chen; Zhiyuan Yan 002; Yan Ju; Chuanbo Hu; Xin Li 005; Baoyuan Wu; Siwei Lyu (CVPR Workshops, 2024)

Enhancing Adversarial Robustness of DNNS Via Weight Decorrelation in Training. - Cong Zhang; Yuezun Li; Honggang Qi; Siwei Lyu (ICASSP, 2024)

Exposing Text-Image Inconsistency Using Diffusion Models. - Mingzhen Huang; Shan Jia; Zhou Zhou 009; Yan Ju; Jialing Cai; Siwei Lyu (ICLR, 2024)

Exposing Lip-syncing Deepfakes from Mouth Inconsistencies. - Soumyya Kanti Datta; Shan Jia; Siwei Lyu (ICME, 2024)

Explicit Correlation Learning for Generalizable Cross-Modal Deepfake Detection. - Cai Yu; Shan Jia; Xiaomeng Fu; Jin Liu 020; Jiahe Tian; Jiao Dai; Xi Wang 014; Siwei Lyu; Jizhong Han (ICME, 2024)

On the Trajectory Regularity of ODE-based Diffusion Sampling. - Defang Chen 001; Zhenyu Zhou; Can Wang 001; Chunhua Shen; Siwei Lyu (ICML, 2024)

UMedNeRF: Uncertainty-Aware Single View Volumetric Rendering For Medical Neural Radiance Fields. - Jing Hu 009; Qinrui Fan; Shu Hu 001; Siwei Lyu; Xi Wu 004; Xin Wang (ISBI, 2024)

DeepFake-o-meter v2.0: An Open Platform for DeepFake Detection. - Yan Ju; Chengzhe Sun 001; Shan Jia; Shuwei Hou; Zhaofeng Si; Soumyya Kanti Datta; Lipeng Ke; Riky Zhou; Anita Nikolich; Siwei Lyu (MIPR, 2024)

ParallelEdits: Efficient Multi-Aspect Text-Driven Image Editing with Attention Grouping. - Mingzhen Huang; Jialing Cai; Shan Jia; Vishnu Suresh Lokhande; Siwei Lyu (NeurIPS, 2024)

First-Order Minimax Bilevel Optimization. - Yifan Yang; Zhaofeng Si; Siwei Lyu; Kaiyi Ji (NeurIPS, 2024)

Simple and Fast Distillation of Diffusion Models. - Zhenyu Zhou; Defang Chen 001; Can Wang 001; Chun Chen 001; Siwei Lyu (NeurIPS, 2024)

Improving Fairness in Deepfake Detection. - Yan Ju; Shu Hu 001; Shan Jia; George H. Chen; Siwei Lyu (WACV, 2024)

DeepFake-O-Meter v2.0: An Open Platform for DeepFake Detection. - Shuwei Hou; Yan Ju; Chengzhe Sun 001; Shan Jia; Lipeng Ke; Riky Zhou; Anita Nikolich; Siwei Lyu (CoRR, 2024)

Self-Supervised Learning Based Handwriting Verification. - Mihir Chauhan; Mohammad Abuzar Shaikh; Bina Ramamurthy; Mingchen Gao; Siwei Lyu; Sargur N. Srihari (CoRR, 2024)

MultiEdits: Simultaneous Multi-Aspect Editing with Text-to-Image Diffusion Models. - Mingzhen Huang; Jialing Cai; Shan Jia; Vishnu Suresh Lokhande; Siwei Lyu (CoRR, 2024)

Vision-Language Model Based Handwriting Verification. - Mihir Chauhan; Abhishek Satbhai; Mohammad Abuzar Hashemi; Mir Basheer Ali; Bina Ramamurthy; Mingchen Gao; Siwei Lyu; Sargur N. Srihari (CoRR, 2024)

Dense Feature Interaction Network for Image Inpainting Localization. - Ye Yao; Tingfeng Han; Shan Jia; Siwei Lyu (CoRR, 2024)

An Explainable Non-local Network for COVID-19 Diagnosis. - Jingfu Yang; Peng Huang; Jing Hu 009; Shu Hu 001; Siwei Lyu; Xin Wang; Jun Guo; Xi Wu 004 (CoRR, 2024)

Knowledge Distillation with Refined Logits. - Wujie Sun; Defang Chen 001; Siwei Lyu; Genlang Chen; Chun Chen 001; Can Wang 001 (CoRR, 2024)

Semantics-Oriented Multitask Learning for DeepFake Detection: A Joint Embedding Approach. - Mian Zou; Baosheng Yu; Yibing Zhan; Siwei Lyu; Kede Ma (CoRR, 2024)

X2-DFD: A framework for eXplainable and eXtendable Deepfake Detection. - Yize Chen; Zhiyuan Yan 002; Siwei Lyu; Baoyuan Wu (CoRR, 2024)

Meta-Learning with Heterogeneous Tasks. - Zhaofeng Si; Shu Hu 001; Kaiyi Ji; Siwei Lyu (CoRR, 2024)

Hiding Faces in Plain Sight: Defending DeepFakes by Disrupting Face Detection. - Delong Zhu; Yuezun Li; Baoyuan Wu; Jiaran Zhou; Zhibo Wang; Siwei Lyu (CoRR, 2024)

HMGIE: Hierarchical and Multi-Grained Inconsistency Evaluation for Vision-Language Data Cleansing. - Zihao Zhu 001; Hongbao Zhang; Guanzong Wu; Siwei Lyu; Baoyuan Wu (CoRR, 2024)

A Self-Learning Multimodal Approach for Fake News Detection. - Hao Chen; Hui Guo; Baochen Hu; Shu Hu 001; Jinrong Hu; Siwei Lyu; Xi Wu 004; Xin Wang (CoRR, 2024)

LandmarkBreaker: A proactive method to obstruct DeepFakes via disrupting facial landmark extraction. - Yuezun Li; Pu Sun 001; Honggang Qi; Siwei Lyu (Comput. Vis. Image Underst., 2024)

ForensicsForest Family: A Series of Multi-Scale Hierarchical Cascade Forests for Detecting GAN-Generated Faces. - Jiucui Lu; Jiaran Zhou; Junyu Dong; Bin Li 011; Siwei Lyu; Yuezun Li (IEEE Trans. Inf. Forensics Secur., 2024)

GLFF: Global and Local Feature Fusion for AI-Synthesized Image Detection. - Yan Ju; Shan Jia; Jialing Cai; Haiying Guan; Siwei Lyu (IEEE Trans. Multim., 2024)

AdaNI: Adaptive Noise Injection to improve adversarial robustness. - Yuezun Li; Cong Zhang; Honggang Qi; Siwei Lyu (Comput. Vis. Image Underst., 2024)

COMICS: End-to-End Bi-Grained Contrastive Learning for Multi-Face Forgery Detection. - Cong Zhang; Honggang Qi; Shuhui Wang; Yuezun Li; Siwei Lyu (IEEE Trans. Circuits Syst. Video Technol., 2024)

ASVspoof 5: Design, Collection and Validation of Resources for Spoofing, Deepfake, and Adversarial Attack Detection Using Crowdsourced Speech. - Xin Wang 037; Héctor Delgado; Hemlata Tak; Jee-weon Jung; Hye-jin Shim; Massimiliano Todisco; Ivan Kukanov; Xuechen Liu; Md. Sahidullah; Tomi Kinnunen; Nicholas W. D. Evans; Kong Aik Lee; et al. (Zenodo, 2024)

HOIGPT: Learning Long-Sequence Hand-Object Interaction with Language Models. - Mingzhen Huang; Fu-Jen Chu; Bugra Tekin; Kevin J. Liang; Haoyu Ma; Weiyao Wang 001; Xingyu Chen; Pierre Gleize; Hongfei Xue; Siwei Lyu; Kris Kitani; Matt Feiszli; et al. (CVPR, 2025)

Modality-Agnostic Deepfakes Detection. - Yu Cai; Peng Chen; Jiahe Tian; Jin Liu 020; Jiao Dai; Xi Wang 014; Shan Jia; Siwei Lyu; Jizhong Han (IH&MMSec, 2025)

FakeTracer: Catching Face-Swap DeepFakes via Implanting Traces in Training. - Pu Sun 001; Honggang Qi; Yuezun Li; Siwei Lyu (IEEE Trans. Emerg. Top. Comput., 2025)

Semantic Contextualization of Face Forgery: A New Definition, Dataset, and Detection Method. - Mian Zou; Baosheng Yu; Yibing Zhan; Siwei Lyu; Kede Ma (IEEE Trans. Inf. Forensics Secur., 2025)

Conditional Image Synthesis with Diffusion Models: A Survey. - Zheyuan Zhan; Defang Chen 001; Jian-Ping Mei; Zhenghe Zhao; Jiawei Chen 007; Chun Chen 001; Siwei Lyu; Can Wang 001 (Trans. Mach. Learn. Res., 2025)

VB-KGN: Variational Bayesian Kernel Generation Networks for Motion Image Deblurring. - Ying Fu 003; Xinyu Zhu; Xiaojie Li 001; Xin Wang 045; Xi Wu 004; Shu Hu 001; Yi Wu; Siwei Lyu; Wei Liu 044 (IEEE Trans. Multim., 2025)

DICE: Distilling Classifier-Free Guidance into Text Embeddings. - Zhenyu Zhou; Defang Chen 001; Can Wang 001; Chun Chen 001; Siwei Lyu (CoRR, 2025)

Recent Advances on Generalizable Diffusion-generated Image Detection. - Qijie Xu; Defang Chen 001; Jiawei Chen 007; Siwei Lyu; Can Wang 001 (CoRR, 2025)

Your Text Encoder Can Be An Object-Level Watermarking Controller. - Naresh Kumar Devulapally; Mingzhen Huang; Vishal Asnani; Shruti Agarwal; Siwei Lyu; Vishnu Suresh Lokhande (CoRR, 2025)

Detecting Lip-Syncing Deepfakes: Vision Temporal Transformer for Analyzing Mouth Inconsistencies. - Soumyya Kanti Datta; Shan Jia; Siwei Lyu (CoRR, 2025)

Tamper-evident Image using JPEG Fixed Points. - Zhaofeng Si; Siwei Lyu (CoRR, 2025)

Forensic deepfake audio detection using segmental speech features. - Tianle Yang; Chengzhe Sun 001; Siwei Lyu; Phil Rose (CoRR, 2025)

Geometric Regularity in Deterministic Sampling of Diffusion-based Generative Models. - Defang Chen 001; Zhenyu Zhou; Can Wang 001; Siwei Lyu (CoRR, 2025)

Generating Higher-Quality Anti-Forensics DeepFakes with Adversarial Sharpening Mask. - Bing Fan; Feng Ding 007; Guopu Zhu; Jiwu Huang; Sam Kwong; Pradeep K. Atrey; Siwei Lyu (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Celeb-DF++: A Large-scale Challenging Video DeepFake Benchmark for Generalizable Forensics. - Yuezun Li; Delong Zhu; Xinjie Cui; Siwei Lyu (CoRR, 2025)

Spotting the Fakes: A Deep Dive into GAN-Generated Face Detection. - Xin Wang 045; Ting Yu Tsai; Li Lin; Hui Guo; Shu Hu 001; Ming-Ching Chang; Pradeep K. Atrey; Siwei Lyu (ACM Trans. Multim. Comput. Commun. Appl., 2025)

ASVspoof 5: Design, collection and validation of resources for spoofing, deepfake, and adversarial attack detection using crowdsourced speech. - Xin Wang 037; Héctor Delgado; Hemlata Tak; Jee-weon Jung; Hye-jin Shim; Massimiliano Todisco; Ivan Kukanov; Xuechen Liu; Md. Sahidullah; Tomi Kinnunen; Nicholas W. D. Evans; Kong Aik Lee; et al. (Comput. Speech Lang., 2026)