Ranking Users in Social Networks With Higher-Order Structures. - Huan Zhao 002; Xiaogang Xu 002; Yangqiu Song; Dik Lun Lee; Zhao Chen; Han Gao (AAAI, 2018)

No-Reference Stereoscopic Image Quality Assessment Using Convolutional Neural Network for Adaptive Feature Extraction. - Yong Ding 003; Ruizhe Deng; Xin Xie; Xiaogang Xu 002; Yang Zhao; Xiaodong Chen; Andrey S. Krylov (IEEE Access, 2018)

Homomorphic Latent Space Interpolation for Unpaired Image-To-Image Translation. - Ying-Cong Chen; Xiaogang Xu 002; Zhuotao Tian; Jiaya Jia (CVPR, 2019)

View Independent Generative Adversarial Network for Novel View Synthesis. - Xiaogang Xu 002; Ying-Cong Chen; Jiaya Jia (ICCV, 2019)

3D No-Reference Image Quality Assessment via Transfer Learning and Saliency-Guided Feature Consolidation. - Xiaogang Xu 002; Bufan Shi; Zijin Gu; Ruizhe Deng; Xiaodong Chen; Andrey S. Krylov; Yong Ding 003 (IEEE Access, 2019)

Domain Adaptive Image-to-Image Translation. - Ying-Cong Chen; Xiaogang Xu 002; Jiaya Jia (CVPR, 2020)

Self-Supervised 3D Mesh Reconstruction From Single Images. - Tao Hu 011; Liwei Wang 009; Xiaogang Xu 002; Shu Liu 005; Jiaya Jia (CVPR, 2021)

Seeing Dynamic Scene in the Dark: A High-Quality Video Dataset with Mechatronic Alignment. - Ruixing Wang; Xiaogang Xu 002; Chi-Wing Fu; Jiangbo Lu; Bei Yu 001; Jiaya Jia (ICCV, 2021)

Dynamic Divide-and-Conquer Adversarial Training for Robust Semantic Segmentation. - Xiaogang Xu 002; Hengshuang Zhao; Jiaya Jia (ICCV, 2021)

Reference-Based Video Colorization With Multi-Scale Semantic Fusion And Temporal Augmentation. - Yaxin Liu; Xiaoyan Zhang 002; Xiaogang Xu 002 (ICIP, 2021)

Semantic-Aware Video Style Transfer Based on Temporal Consistent Sparse Patch Constraint. - Yaxin Liu; Xiaoyan Zhang 002; Xiaogang Xu 002 (ICME, 2021)

Adversarial Attacks on ML Defense Models Competition. - Yinpeng Dong; Qi-An Fu; Xiao Yang; Wenzhao Xiang 001; Tianyu Pang; Hang Su 006; Jun Zhu 001; Jiayu Tang; Yuefeng Chen; Xiaofeng Mao; Yuan He 011; Hui Xue 001; et al. (CoRR, 2021)

Ranking Users in Social Networks with Motif-Based PageRank. - Huan Zhao 002; Xiaogang Xu 002; Yangqiu Song; Dik Lun Lee; Zhao Chen; Han Gao (IEEE Trans. Knowl. Data Eng., 2021)

Hierarchical Image Generation via Transformer-Based Sequential Patch Selection. - Xiaogang Xu 002; Ning Xu (AAAI, 2022)

SNR-Aware Low-light Image Enhancement. - Xiaogang Xu 002; Ruixing Wang; Chi-Wing Fu; Jiaya Jia (CVPR, 2022)

DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation. - Xin Lai; Zhuotao Tian; Xiaogang Xu 002; Ying-Cong Chen; Shu Liu 005; Hengshuang Zhao; Liwei Wang 009; Jiaya Jia (ECCV (33), 2022)

MTFormer: Multi-task Learning via Transformer and Cross-Task Reasoning. - Xiaogang Xu 002; Hengshuang Zhao; Vibhav Vineet; Ser-Nam Lim; Antonio Torralba 001 (ECCV (27), 2022)

PVDD: A Practical Video Denoising Dataset with Real-World Dynamic Scenes. - Xiaogang Xu 002; Yitong Yu; Nianjuan Jiang; Jiangbo Lu; Bei Yu 001; Jiaya Jia (CoRR, 2022)

Universal Adaptive Data Augmentation. - Xiaogang Xu 002; Hengshuang Zhao; Philip H. S. Torr (CoRR, 2022)

Towards Local Underexposed Photo Enhancement. - Yizhan Huang; Xiaogang Xu 002 (CoRR, 2022)

General Adversarial Defense Against Black-box Attacks via Pixel Level and Feature Level Distribution Alignments. - Xiaogang Xu 002; Hengshuang Zhao; Philip H. S. Torr; Jiaya Jia (CoRR, 2022)

Photo-Realistic Out-of-domain GAN inversion via Invertibility Decomposition. - Xin Yang 020; Xiaogang Xu 002; Yingcong Chen (CoRR, 2022)

Text-Guided Human Image Manipulation via Image-Text Shared Space. - Xiaogang Xu 002; Ying-Cong Chen; Xin Tao 001; Jiaya Jia (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Adversarial CAPTCHAs. - Chenghui Shi; Xiaogang Xu 002; Shouling Ji; Kai Bu; Jianhai Chen; Raheem Beyah; Ting Wang 006 (IEEE Trans. Cybern., 2022)

Deep Parametric 3D Filters for Joint Video Denoising and Illumination Enhancement in Video Super Resolution. - Xiaogang Xu 002; Ruixing Wang; Chi-Wing Fu; Jiaya Jia (AAAI, 2023)

Point2Pix: Photo-Realistic Point Cloud Rendering via Neural Radiance Fields. - Tao Hu 011; Xiaogang Xu 002; Shu Liu 005; Jiaya Jia (CVPR, 2023)

TriVol: Point Cloud Rendering via Triple Volumes. - Tao Hu 011; Xiaogang Xu 002; Ruihang Chu; Jiaya Jia (CVPR, 2023)

Low-Light Image Enhancement via Structure Modeling and Guidance. - Xiaogang Xu 002; Ruixing Wang; Jiangbo Lu (CVPR, 2023)

High Dynamic Range Image Reconstruction via Deep Explicit Polynomial Curve Estimation. - Jiaqi Tang 005; Xiaogang Xu 002; Sixing Hu; Ying-Cong Chen (ECAI, 2023)

Lighting up NeRF via Unsupervised Decomposition and Enhancement. - Haoyuan Wang; Xiaogang Xu 002; Ke Xu 010; Rynson W. H. Lau (ICCV, 2023)

Out-of-domain GAN inversion via Invertibility Decomposition for Photo-Realistic Human Face Manipulation. - Xin Yang 020; Xiaogang Xu 002; Yingcong Chen (ICCV, 2023)

Universal Adaptive Data Augmentation. - Xiaogang Xu 002; Hengshuang Zhao (IJCAI, 2023)

CorresNeRF: Image Correspondence Priors for Neural Radiance Fields. - Yixing Lao; Xiaogang Xu 002; Zhipeng Cai; Xihui Liu; Hengshuang Zhao (NeurIPS, 2023)

FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models. - Lihe Yang; Xiaogang Xu 002; Bingyi Kang; Yinghuan Shi; Hengshuang Zhao (NeurIPS, 2023)

Clarity ChatGPT: An Interactive and Adaptive Processing System for Image Restoration and Enhancement. - Yanyan Wei; Zhao Zhang 001; Jiahuan Ren; Xiaogang Xu 002; Richang Hong; Yi Yang 001; Shuicheng Yan; Meng Wang 001 (CoRR, 2023)

Refine, Discriminate and Align: Stealing Encoders via Sample-Wise Prototypes and Multi-Relational Extraction. - Shuchi Wu; Chuan Ma 001; Kang Wei; Xiaogang Xu 002; Ming Ding 001; Yuwen Qian; Tao Xiang 001 (CoRR, 2023)

Diffusion Noise Feature: Accurate and Fast Generated Image Detection. - Yichi Zhang; Xiaogang Xu 002 (CoRR, 2023)

Self-supervised Learning for Enhancing Geometrical Modeling in 3D-Aware Generative Adversarial Network. - Jiarong Guo; Xiaogang Xu 002; Hengshuang Zhao (CoRR, 2023)

Video Frame Interpolation with Region-Distinguishable Priors from SAM. - Yan Han; Xiaogang Xu 002; Yingqi Lin; Jiafei Wu; Zhe Liu 001 (CoRR, 2023)

Conditional Temporal Variational AutoEncoder for Action Video Prediction. - Xiaogang Xu 002; Yi Wang 074; Liwei Wang 009; Bei Yu 001; Jiaya Jia (Int. J. Comput. Vis., 2023)

S2WAT: Image Style Transfer via Hierarchical Vision Transformer Using Strips Window Attention. - Chiyu Zhang 001; Xiaogang Xu 002; Lei Wang; Zaiyan Dai; Jun Yang 025 (AAAI, 2024)

Learning to Remove Wrinkled Transparent Film with Polarized Prior. - Jiaqi Tang 005; Ruizheng Wu; Xiaogang Xu 002; Sixing Hu; Ying-Cong Chen (CVPR, 2024)

NTIRE 2024 Challenge on Image Super-Resolution (×4): Methods and Results. - Zheng Chen 014; Zongwei Wu; Eduard Zamfir; Kai Zhang 008; Yulun Zhang 001; Radu Timofte; Xiaokang Yang 001; Hongyuan Yu; Cheng Wan 006; Yuxin Hong; Zhijuan Huang; Yajun Zou; et al. (CVPR Workshops, 2024)

UniMODE: Unified Monocular 3D Object Detection. - Zhuoling Li; Xiaogang Xu 002; Ser-Nam Lim; Hengshuang Zhao (CVPR, 2024)

LucidDreamer: Towards High-Fidelity Text-to-3D Generation via Interval Score Matching. - Yixun Liang; Xin Yang 020; Jiantao Lin; Haodong Li; Xiaogang Xu 002; Yingcong Chen (CVPR, 2024)

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. - Bin Ren; Yawei Li 001; Nancy Mehta; Radu Timofte; Hongyuan Yu; Cheng Wan; Yuxin Hong; Bingnan Han; Zhuoyuan Wu; Yajun Zou; Yuqing Liu; Jizhe Li; et al. (CVPR Workshops, 2024)

Boosting Image Restoration via Priors from Pre-Trained Models. - Xiaogang Xu 002; Shu Kong; Tao Hu 011; Zhe Liu 001; Hujun Bao (CVPR, 2024)

Depth Anything: Unleashing the Power of Large-Scale Unlabeled Data. - Lihe Yang; Bingyi Kang; Zilong Huang; Xiaogang Xu 002; Jiashi Feng; Hengshuang Zhao (CVPR, 2024)

An Incremental Unified Framework for Small Defect Inspection. - Jiaqi Tang 005; Hao Lu 009; Xiaogang Xu 002; Ruizheng Wu; Sixing Hu; Tong Zhang 001; Tsz Wa Cheng; Ming Ge; Ying-Cong Chen; Fugee Tsung (ECCV (31), 2024)

Refine, Discriminate and Align: Stealing Encoders via Sample-Wise Prototypes and Multi-relational Extraction. - Shuchi Wu; Chuan Ma 001; Kang Wei; Xiaogang Xu 002; Ming Ding 001; Yuwen Qian; Di Xiao 001; Tao Xiang 001 (ECCV (34), 2024)

Unveiling Advanced Frequency Disentanglement Paradigm for Low-Light Image Enhancement. - Kun Zhou 001; Xinyu Lin; Wenbo Li 002; Xiaogang Xu 002; Yuanhao Cai; Zhonghang Liu; Xiaoguang Han 001; Jiangbo Lu (ECCV (7), 2024)

HELPD: Mitigating Hallucination of LVLMs by Hierarchical Feedback Learning with Vision-enhanced Penalty Decoding. - Fan Yuan; Chi Qin; Xiaogang Xu 002; Piji Li (EMNLP, 2024)

Generative Active Learning for Long-tailed Instance Segmentation. - Muzhi Zhu; Chengxiang Fan; Hao Chen 041; Yang Liu 357; Weian Mao; Xiaogang Xu 002; Chunhua Shen (ICML, 2024)

HAWK: Learning to Understand Open-World Video Anomalies. - Jiaqi Tang 005; Hao Lu 009; Ruizheng Wu; Xiaogang Xu 002; Ke Ma; Cheng Fang; Bin Guo 001; Jiangbo Lu; Qifeng Chen; Yingcong Chen (NeurIPS, 2024)

Depth Anything V2. - Lihe Yang; Bingyi Kang; Zilong Huang; Zhen Zhao 001; Xiaogang Xu 002; Jiashi Feng; Hengshuang Zhao (NeurIPS, 2024)

Diving Deep into Regions: Exploiting Regional Information Transformer for Single Image Deraining. - Baiang Li; Zhao Zhang 001; Huan Zheng; Xiaogang Xu 002; Yanyan Wei; Jingyi Zhang; Jicong Fan 001; Meng Wang 001 (CoRR, 2024)

NTIRE 2024 Challenge on Image Super-Resolution (⨉4): Methods and Results. - Zheng Chen 014; Zongwei Wu; Eduard Zamfir; Kai Zhang 008; Yulun Zhang 001; Radu Timofte; Xiaokang Yang 001; Hongyuan Yu; Cheng Wan 006; Yuxin Hong; Zhijuan Huang; Yajun Zou; et al. (CoRR, 2024)

The Ninth NTIRE 2024 Efficient Super-Resolution Challenge Report. - Bin Ren; Yawei Li 001; Nancy Mehta; Radu Timofte; Hongyuan Yu; Cheng Wan 006; Yuxin Hong; Bingnan Han; Zhuoyuan Wu; Yajun Zou; Yuqing Liu; Jizhe Li; et al. (CoRR, 2024)

Towards Better Adversarial Purification via Adversarial Denoising Diffusion Training. - Yiming Liu; Kezhao Liu; Yao Xiao; Ziyi Dong; Xiaogang Xu 002; Pengxu Wei; Liang Lin (CoRR, 2024)

CG-FedLLM: How to Compress Gradients in Federated Fune-tuning for Large Language Models. - Huiwen Wu; Xiaohan Li; Deyi Zhang; Xiaogang Xu 002; Jiafei Wu; Puning Zhao; Zhe Liu 001 (CoRR, 2024)

Distinguish Any Fake Videos: Unleashing the Power of Large-scale Data and Motion Features. - Lichuan Ji; Yingqi Lin; Zhenhua Huang; Yan Han; Xiaogang Xu 002; Jiafei Wu; Chong Wang 001; Zhe Liu 001 (CoRR, 2024)

Low-Light Video Enhancement via Spatial-Temporal Consistent Illumination and Reflection Decomposition. - Xiaogang Xu 002; Kun Zhou 001; Tao Hu 011; Ruixing Wang; Hujun Bao (CoRR, 2024)

LARM: Large Auto-Regressive Model for Long-Horizon Embodied Intelligence. - Zhuoling Li; Xiaogang Xu 002; Zhenhua Xu; Ser-Nam Lim; Hengshuang Zhao (CoRR, 2024)

Sagiri: Low Dynamic Range Image Enhancement with Generative Diffusion Prior. - Baiang Li; Sizhuo Ma; Yanhong Zeng; Xiaogang Xu 002; Youqing Fang; Zhao Zhang 001; Jian Wang 111; Kai Chen 026 (CoRR, 2024)

Iter-AHMCL: Alleviate Hallucination for Large Language Model via Iterative Model-level Contrastive Learning. - Huiwen Wu; Xiaohan Li; Xiaogang Xu 002; Jiafei Wu; Deyi Zhang; Zhe Liu 001 (CoRR, 2024)

GADT: Enhancing Transferable Adversarial Attacks through Gradient-guided Adversarial Data Transformation. - Yating Ma; Xiaogang Xu 002; Liming Fang 001; Zhe Liu 001 (CoRR, 2024)

Adversarial Attacks of Vision Tasks in the Past 10 Years: A Survey. - Chiyu Zhang 001; Xiaogang Xu 002; Jiafei Wu; Zhe Liu 001; Lu Zhou 002 (CoRR, 2024)

FashionComposer: Compositional Fashion Image Generation. - Sihui Ji; Yiyang Wang; Xi Chen 042; Xiaogang Xu 002; Hao Luo 004; Hengshuang Zhao (CoRR, 2024)

MalGNE: Enhancing the Performance and Efficiency of CFG-Based Malware Detector by Graph Node Embedding in Low Dimension Space. - Hao Peng 002; Jieshuai Yang; Dandan Zhao; Xiaogang Xu 002; Yuwen Pu; Jianmin Han; Xing Yang 004; Ming Zhong 009; Shouling Ji (IEEE Trans. Inf. Forensics Secur., 2024)

Particle Rendering: Implicitly Aggregating Incident and Outgoing Light Fields for Novel View Synthesis. - Tao Hu 011; Zhiwen Yan; Xiaogang Xu 002; Gim Hee Lee (3DV, 2025)

DiMSOD: A Diffusion-Based Framework for Multi-Modal Salient Object Detection. - Shuo Zhang 013; Jiaming Huang; Wenbing Tang 001; Yan Wu; Terrence Hu; Xiaogang Xu 002; Jing Liu 012 (AAAI, 2025)

DR-Encoder: Encode Low-rank Gradients with Random Prior for Large Language Models Differentially Privately. - Huiwen Wu; Deyi Zhang; Xiaohan Li; Xiaogang Xu 002; Jiafei Wu; Zhe Liu 001 (AAAI, 2025)

Towards Understanding the Robustness of Diffusion-Based Purification: A Stochastic Perspective. - Yiming Liu; Kezhao Liu; Yao Xiao; Ziyi Dong; Xiaogang Xu 002; Pengxu Wei; Liang Lin (ICLR, 2025)

CFSynthesis: Controllable and Free-view 3D Human Video Synthesis. - Liyuan Cui; Xiaogang Xu 002; Wenqi Dong; Zesong Yang; Hujun Bao; Zhaopeng Cui (ICMR, 2025)

Geometric-Aware Low-Light Image and Video Enhancement via Depth Guidance. - Yingqi Lin; Xiaogang Xu 002; Jiafei Wu; Yan Han; Zhe Liu 001 (IEEE Trans. Image Process., 2025)

Generative Visual Commonsense Answering and Explaining with Generative Scene Graph Constructing. - Fan Yuan; Xiaoyuan Fang; Rong Quan; Jing Li; Wei Bi; Xiaogang Xu 002; Piji Li (CoRR, 2025)

DiffDoctor: Diagnosing Image Diffusion Models Before Treating. - Yiyang Wang; Xi Chen 042; Xiaogang Xu 002; Sihui Ji; Yu Liu 063; Yujun Shen; Hengshuang Zhao (CoRR, 2025)

SEE: See Everything Every Time - Adaptive Brightness Adjustment for Broad Light Range Images via Events. - Yunfan Lu; Xiaogang Xu 002; Hao Lu 009; Yanlin Qian; Pengteng Li; Huizai Yao; Bin Yang 002; Junyi Li; Qianyi Cai; Weiyu Guo; Hui Xiong 001 (CoRR, 2025)

From Events to Enhancement: A Survey on Event-Based Imaging Technologies. - Yunfan Lu; Xiaogang Xu 002; Pengteng Li; Yusheng Wang 001; Yi Cui; Huizai Yao; Hui Xiong 001 (CoRR, 2025)

LPO: Towards Accurate GUI Agent Interaction via Location Preference Optimization. - Jiaqi Tang 005; Yu Xia; Yi-Feng Wu; Yuwei Hu; Yuhui Chen; Qing-Guo Chen; Xiaogang Xu 002; Xiangyu Wu; Hao Lu 009; Yanqing Ma; Shiyin Lu; Qifeng Chen (CoRR, 2025)

MiCo: Multi-image Contrast for Reinforcement Visual Reasoning. - Xi Chen 042; Mingkang Zhu; Shaoteng Liu; Xiaoyang Wu 002; Xiaogang Xu 002; Yu Liu 063; Xiang Bai; Hengshuang Zhao (CoRR, 2025)

LoViC: Efficient Long Video Generation with Context Compression. - Jiaxiu Jiang; Wenbo Li 002; Jingjing Ren; Yuping Qiu; Yong Guo; Xiaogang Xu 002; Han Wu; Wangmeng Zuo (CoRR, 2025)

Generative Distribution Distillation. - Jiequan Cui; Beier Zhu; Qingshan Xu 001; Xiaogang Xu 002; Pengguang Chen; Xiaojuan Qi 001; Bei Yu 001; Hanwang Zhang; Richang Hong (CoRR, 2025)

Jailbreaking Commercial Black-Box LLMs with Explicitly Harmful Prompts. - Chiyu Zhang 001; Lu Zhou 002; Xiaogang Xu 002; Jiafei Wu; Liming Fang 001; Zhe Liu 001 (CoRR, 2025)

Toward Unified 3D Object Detection via Algorithm and Data Unification. - Zhuoling Li; Xiaogang Xu 002; Ser-Nam Lim; Hengshuang Zhao (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Parametric Linear Blend Skinning Model for Multiple-Shape 3D Garments. - Xipeng Chen; Guangrun Wang; Xiaogang Xu 002; Philip Torr 001; Liang Lin (IEEE Trans. Vis. Comput. Graph., 2025)