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2020 – today
- 2024
[j18]Ruikui Wang, Yuanfang Guo, Ruijie Yang, Yunhong Wang:
Exploring transferable and robust adversarial perturbation generation across network hierarchy. Neurocomputing 610: 128620 (2024)- [j17]Junfu Wang
, Yuanfang Guo, Liang Yang, Yunhong Wang:
Binary Graph Convolutional Network With Capacity Exploration. IEEE Trans. Pattern Anal. Mach. Intell. 46(5): 3031-3046 (2024) - [j16]Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang:
Heterophily-aware graph attention network. Pattern Recognit. 156: 110738 (2024) - [j15]Zhen Yang, Yuanfang Guo, Junfu Wang, Di Huang, Xiuguo Bao, Yunhong Wang:
Towards Video Anomaly Detection in the Real World: A Binarization Embedded Weakly-Supervised Network. IEEE Trans. Circuits Syst. Video Technol. 34(5): 4135-4140 (2024) - [c66]Ruikui Wang, Yuanfang Guo, Yunhong Wang:
AGS: Affordable and Generalizable Substitute Training for Transferable Adversarial Attack. AAAI 2024: 5553-5562 - [c65]Jiaming Zhuo, Feiyang Qin, Can Cui, Kun Fu, Bingxin Niu, Mengzhu Wang, Yuanfang Guo, Chuan Wang, Zhen Wang, Xiaochun Cao, Liang Yang:
Improving Graph Contrastive Learning via Adaptive Positive Sampling. CVPR 2024: 23179-23187 - [c64]Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang:
Understanding Heterophily for Graph Neural Networks. ICML 2024 - [c63]Liang Yang, Weixiao Hu, Jizhong Xu, Runjie Shi, Dongxiao He, Chuan Wang, Xiaochun Cao, Zhen Wang, Bingxin Niu, Yuanfang Guo:
GAUSS: GrAph-customized Universal Self-Supervised Learning. WWW 2024: 582-593 - [c62]Jiaming Zhuo, Can Cui, Kun Fu, Bingxin Niu, Dongxiao He, Chuan Wang, Yuanfang Guo, Zhen Wang, Xiaochun Cao, Liang Yang:
Graph Contrastive Learning Reimagined: Exploring Universality. WWW 2024: 641-651 - [i15]Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang:
Understanding Heterophily for Graph Neural Networks. CoRR abs/2401.09125 (2024) - [i14]Heqi Peng, Yunhong Wang, Ruijie Yang, Beichen Li, Rui Wang, Yuanfang Guo:
AED-PADA: Improving Generalizability of Adversarial Example Detection via Principal Adversarial Domain Adaptation. CoRR abs/2404.12635 (2024) - [i13]Beichen Li, Yuanfang Guo, Heqi Peng, Yangxi Li, Yunhong Wang:
LSP Framework: A Compensatory Model for Defeating Trigger Reverse Engineering via Label Smoothing Poisoning. CoRR abs/2404.12852 (2024) - 2023
- [j14]Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang:
Enabling Homogeneous GNNs to Handle Heterogeneous Graphs via Relation Embedding. IEEE Trans. Big Data 9(6): 1697-1710 (2023) - [c61]Ruikui Wang, Yuanfang Guo, Yunhong Wang:
Global-Local Characteristic Excited Cross-Modal Attacks from Images to Videos. AAAI 2023: 2635-2643 - [c60]Lingfeng Tan, Yunhong Wang, Junfu Wang, Liang Yang, Xunxun Chen, Yuanfang Guo:
Deepfake Video Detection via Facial Action Dependencies Estimation. AAAI 2023: 5276-5284 - [c59]Yucong Suo, Xiaohan Zhao, Yuanfang Guo, Yangxi Li, Yunhong Wang:
A Dual Domain Attention Mechanism for Face Forgery Detection. IJCB 2023: 1-10 - [c58]Jiaming Zhuo, Can Cui, Kun Fu, Bingxin Niu, Dongxiao He, Yuanfang Guo, Zhen Wang, Chuan Wang, Xiaochun Cao, Liang Yang:
Propagation is All You Need: A New Framework for Representation Learning and Classifier Training on Graphs. ACM Multimedia 2023: 481-489 - [c57]Liang Yang, Jiayi Wang, Tingting Zhang, Dongxiao He, Chuan Wang, Yuanfang Guo, Xiaochun Cao, Bingxin Niu, Zhen Wang:
Long Short-Term Graph Memory Against Class-imbalanced Over-smoothing. ACM Multimedia 2023: 2955-2963 - [c56]Tonghui Li, Yuanfang Guo, Yunhong Wang:
Deepfake Detection via Fine-Grained Classification and Global-Local Information Fusion. PRCV (6) 2023: 309-321 - [c55]Liang Yang, Qiuliang Zhang, Runjie Shi, Wenmiao Zhou, Bingxin Niu, Chuan Wang, Xiaochun Cao, Dongxiao He, Zhen Wang, Yuanfang Guo:
Graph Neural Networks without Propagation. WWW 2023: 469-477 - [i12]Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang:
Heterophily-Aware Graph Attention Network. CoRR abs/2302.03228 (2023) - [i11]Ruijie Yang, Yuanfang Guo, Junfu Wang, Jiantao Zhou, Yunhong Wang:
Common Knowledge Learning for Generating Transferable Adversarial Examples. CoRR abs/2307.00274 (2023) - [i10]Hui Miao, Yuanfang Guo, Yunhong Wang:
RFDforFin: Robust Deep Forgery Detection for GAN-generated Fingerprint Images. CoRR abs/2308.09285 (2023) - 2022
- [j13]Liang Yang, Yuanfang Guo, Junhua Gu, Di Jin, Bo Yang, Xiaochun Cao:
Probabilistic Graph Convolutional Network via Topology-Constrained Latent Space Model. IEEE Trans. Cybern. 52(4): 2123-2136 (2022) - [c54]Liang Yang, Cheng Chen, Weixun Li, Bingxin Niu, Junhua Gu, Chuan Wang, Dongxiao He, Yuanfang Guo, Xiaochun Cao:
Self-Supervised Graph Neural Networks via Diverse and Interactive Message Passing. AAAI 2022: 4327-4336 - [c53]Ruijie Yang, Yuanfang Guo, Ruikui Wang, Xiaohan Zhao, Yunhong Wang:
Exploring the Impact of Adding Adversarial Perturbation onto Different Image Regions. ISCAS 2022: 2363-2367 - [c52]Liang Yang, Weihang Peng, Wenmiao Zhou, Bingxin Niu, Junhua Gu, Chuan Wang, Yuanfang Guo, Dongxiao He, Xiaochun Cao:
Difference Residual Graph Neural Networks. ACM Multimedia 2022: 3356-3364 - [c51]Liang Yang, Lina Kang, Qiuliang Zhang, Mengzhe Li, Bingxin Niu, Dongxiao He, Zhen Wang, Chuan Wang, Xiaochun Cao, Yuanfang Guo:
OPEN: Orthogonal Propagation with Ego-Network Modeling. NeurIPS 2022 - [c50]Xiaohan Zhao, Yunhong Wang, Ruijie Yang, Yuanfang Guo:
JoinTW: A Joint Image-to-Image Translation and Watermarking Method. PRCV (3) 2022: 758-772 - [i9]Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang:
Relation Embedding based Graph Neural Networks for Handling Heterogeneous Graph. CoRR abs/2209.11414 (2022) - [i8]Junfu Wang, Yuanfang Guo, Liang Yang, Yunhong Wang:
Binary Graph Convolutional Network with Capacity Exploration. CoRR abs/2210.13149 (2022) - 2021
- [j12]Liang Yang, Weixun Li, Yuanfang Guo, Junhua Gu:
Graph-CAT: Graph Co-Attention Networks via local and global attribute augmentations. Future Gener. Comput. Syst. 118: 170-179 (2021) - [j11]Haoran An, Hai-Miao Hu, Yuanfang Guo, Qianli Zhou, Bo Li:
Hierarchical Reasoning Network for Pedestrian Attribute Recognition. IEEE Trans. Multim. 23: 268-280 (2021) - [j10]Rui Wang, Dong Liang, Xiaochun Cao, Yuanfang Guo:
Semantic Correspondence with Geometric Structure Analysis. ACM Trans. Multim. Comput. Commun. Appl. 17(3): 83:1-83:21 (2021) - [c49]Junfu Wang, Yunhong Wang, Zhen Yang, Liang Yang, Yuanfang Guo:
Bi-GCN: Binary Graph Convolutional Network. CVPR 2021: 1561-1570 - [c48]Yang Zhen, Yuanfang Guo, Jinjie Wei, Xiuguo Bao, Di Huang:
Multi-Scale Background Suppression Anomaly Detection In Surveillance Videos. ICIP 2021: 1114-1118 - [c47]Liang Yang, Fan Wu, Zichen Zheng, Bingxin Niu, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo:
Heterogeneous Graph Information Bottleneck. IJCAI 2021: 1638-1645 - [c46]Liang Yang, Mengzhe Li, Liyang Liu, Bingxin Niu, Chuan Wang, Xiaochun Cao, Yuanfang Guo:
Diverse Message Passing for Attribute with Heterophily. NeurIPS 2021: 4751-4763 - [i7]Ruijie Yang, Yunhong Wang, Yuanfang Guo:
A Perceptual Distortion Reduction Framework for Adversarial Perturbation Generation. CoRR abs/2105.00278 (2021) - [i6]Ruikui Wang, Yuanfang Guo, Ruijie Yang, Yunhong Wang:
Exploring Transferable and Robust Adversarial Perturbation Generation from the Perspective of Network Hierarchy. CoRR abs/2108.07033 (2021) - 2020
- [j9]Shuyuan Zhu, Zhiying He, Xiandong Meng, Jiantao Zhou, Yuanfang Guo, Bing Zeng:
A New Polyphase Down-Sampling-Based Multiple Description Image Coding. IEEE Trans. Image Process. 29: 5596-5611 (2020) - [c45]Mingda Wu, Di Huang, Yuanfang Guo, Yunhong Wang:
Distraction-Aware Feature Learning for Human Attribute Recognition via Coarse-to-Fine Attention Mechanism. AAAI 2020: 12394-12401 - [c44]Yanyang Yan, Shengdong Zhang, Mingye Ju, Wenqi Ren, Rui Wang, Yuanfang Guo:
A Point Light Source Interference Removal Method for Image Dehazing. CVPR Workshops 2020: 3817-3825 - [c43]Liang Yang, Junhua Gu, Chuan Wang, Xiaochun Cao, Lu Zhai, Di Jin, Yuanfang Guo:
Toward Unsupervised Graph Neural Network: Interactive Clustering and Embedding via Optimal Transport. ICDM 2020: 1358-1363 - [c42]Yong Bai, Yuanfang Guo, Jinjie Wei, Lin Lu, Rui Wang, Yunhong Wang:
Fake Generated Painting Detection Via Frequency Analysis. ICIP 2020: 1256-1260 - [c41]Liang Yang, Yuexue Wang, Junhua Gu, Chuan Wang, Xiaochun Cao, Yuanfang Guo:
JANE: Jointly Adversarial Network Embedding. IJCAI 2020: 1381-1387 - [c40]Liang Yang, Fan Wu, Junhua Gu, Chuan Wang, Xiaochun Cao, Di Jin, Yuanfang Guo:
Graph Attention Topic Modeling Network. WWW 2020: 144-154 - [i5]Yong Bai, Yuanfang Guo, Jinjie Wei, Lin Lu, Rui Wang, Yunhong Wang:
Fake Generated Painting Detection via Frequency Analysis. CoRR abs/2003.02467 (2020) - [i4]Junfu Wang, Yunhong Wang, Zhen Yang, Liang Yang, Yuanfang Guo:
Bi-GCN: Binary Graph Convolutional Network. CoRR abs/2010.07565 (2020)
2010 – 2019
- 2019
- [j8]Shuyuan Zhu, Zhiying He, Chen Chen, Shuaicheng Liu, Jiantao Zhou, Yuanfang Guo, Bing Zeng:
High-Quality Color Image Compression by Quantization Crossing Color Spaces. IEEE Trans. Circuits Syst. Video Technol. 29(5): 1474-1487 (2019) - [j7]Shuyuan Zhu, Chang Cui, Ruiqin Xiong, Yuanfang Guo, Bing Zeng:
Efficient Chroma Sub-Sampling and Luma Modification for Color Image Compression. IEEE Trans. Circuits Syst. Video Technol. 29(5): 1559-1563 (2019) - [c39]Yidong Zhang, Yunhong Wang, Yuanfang Guo:
Scene Graph Generation via Convolutional Message Passing and Class-Aware Memory Embeddings. ICANN (3) 2019: 620-633 - [c38]Liang Yang, Zesheng Kang, Xiaochun Cao, Di Jin, Bo Yang, Yuanfang Guo:
Topology Optimization based Graph Convolutional Network. IJCAI 2019: 4054-4061 - [c37]Liang Yang, Zhiyang Chen, Junhua Gu, Yuanfang Guo:
Dual Self-Paced Graph Convolutional Network: Towards Reducing Attribute Distortions Induced by Topology. IJCAI 2019: 4062-4069 - [c36]Liang Yang, Fan Wu, Yingkui Wang, Junhua Gu, Yuanfang Guo:
Masked Graph Convolutional Network. IJCAI 2019: 4070-4077 - [c35]Lian Gao, Di Huang, Yuanfang Guo, Yunhong Wang:
Pedestrian Attribute Recognition via Hierarchical Multi-task Learning and Relationship Attention. ACM Multimedia 2019: 1340-1348 - [c34]Yan Wang, Shuyuan Zhu, Xiandong Meng, Bing Zeng, Yuanfang Guo, Ruiqin Xiong:
Color Image Compression with Transform Domain Down-Sampling and Deep Convolutional Reconstruction. VCIP 2019: 1-4 - [i3]Mingda Wu, Di Huang, Yuanfang Guo, Yunhong Wang:
Distraction-Aware Feature Learning for Human Attribute Recognition via Coarse-to-Fine Attention Mechanism. CoRR abs/1911.11351 (2019) - 2018
- [j6]Yuanfang Guo, Xiaochun Cao, Wei Zhang, Rui Wang:
Fake Colorized Image Detection. IEEE Trans. Inf. Forensics Secur. 13(8): 1932-1944 (2018) - [j5]Yuanfang Guo, Oscar C. Au, Rui Wang, Lu Fang, Xiaochun Cao:
Halftone Image Watermarking by Content Aware Double-Sided Embedding Error Diffusion. IEEE Trans. Image Process. 27(7): 3387-3402 (2018) - [c33]Liang Yang, Yuanfang Guo, Xiaochun Cao:
Multi-Facet Network Embedding: Beyond the General Solution of Detection and Representation. AAAI 2018: 499-506 - [c32]Yuanfang Guo, Xiaochun Cao, Rui Wang, Cheng Jin:
A New Data Embedding Method with a New Data Embedding Domain for JPEG Images. BigMM 2018: 1-5 - [c31]Liang Yang, Yuanfang Guo, Di Jin, Huazhu Fu, Xiaochun Cao:
3-in-1 Correlated Embedding via Adaptive Exploration of the Structure and Semantic Subspaces. IJCAI 2018: 3613-3619 - [c30]Wei Cheng, Lan Xu, Lei Han, Yuanfang Guo, Lu Fang:
iHuman3D: Intelligent Human Body 3D Reconstruction using a Single Flying Camera. ACM Multimedia 2018: 1733-1741 - [i2]Yuanfang Guo, Xiaochun Cao, Wei Zhang, Rui Wang:
Fake Colorized Image Detection. CoRR abs/1801.02768 (2018) - 2017
- [c29]Wei Zhang, Xiaochun Cao, Rui Wang, Yuanfang Guo, Zhineng Chen:
Binarized Mode Seeking for Scalable Visual Pattern Discovery. CVPR 2017: 6827-6835 - [c28]Yanyang Yan, Wenqi Ren, Yuanfang Guo, Rui Wang, Xiaochun Cao:
Image Deblurring via Extreme Channels Prior. CVPR 2017: 6978-6986 - [c27]Daojuan Zhang, Yuanfang Guo, Dianjie Guo, Rui Wang, Guangming Yu:
Contextual approach for identifying malicious Inter-Component privacy leaks in Android apps. ISCC 2017: 228-235 - [c26]Qing Wang, Jiansu Pu, Yuanfang Guo, Zheng Hu, Hui Tian:
egoPortray: Visual Exploration of Mobile Communication Signature from Egocentric Network Perspective. MMM (1) 2017: 649-661 - [i1]Yuanfang Guo, Oscar C. Au, Rui Wang, Lu Fang, Xiaochun Cao:
Halftone Image Watermarking by Content Aware Double-sided Embedding Error Diffusion. CoRR abs/1707.05726 (2017) - 2016
- [j4]Yuanfang Guo, Oscar C. Au, Jiantao Zhou, Ketan Tang, Xiaopeng Fan:
Halftone image watermarking via optimization. Signal Process. Image Commun. 41: 85-100 (2016) - [j3]Amin Zheng, Yuan Yuan, Jiantao Zhou, Yuanfang Guo, Haitao Yang, Oscar C. Au:
Adaptive Block Coding Order for Intra Prediction in HEVC. IEEE Trans. Circuits Syst. Video Technol. 26(11): 2152-2158 (2016) - [j2]Jiahao Pang, Lu Fang, Jin Zeng, Yuanfang Guo, Ketan Tang:
Subpixel-Based Image Scaling for Grid-like Subpixel Arrangements: A Generalized Continuous-Domain Analysis Model. IEEE Trans. Image Process. 25(3): 1017-1032 (2016) - [c25]Jiaxin Yin, Rui Wang, Yuanfang Guo, Feng Liu:
An Adaptive Reversible Data Hiding Scheme for JPEG Images. IWDW 2016: 456-469 - 2015
- [j1]Yuanfang Guo, Oscar C. Au, Ketan Tang:
Watermark Embedding for Multiscale Error Diffused Halftone Images by Adopting Visual Cryptography. Int. J. Digit. Crime Forensics 7(1): 51-68 (2015) - 2014
- [c24]Jin Zeng, Oscar C. Au, Yuanfang Guo, Jiahao Pang, Ketan Tang, Yonggen Ling:
Analysis of sampling pattern and Luma-Chroma filter design for subpixel-based image downsampling. ICASSP 2014: 5834-5838 - [c23]Jiahao Pang, Oscar C. Au, Yukihiko Yamashita, Yonggen Ling, Yuanfang Guo, Jin Zeng:
Self-similarity-based image colorization. ICIP 2014: 4687-4691 - [c22]Ketan Tang, Oscar C. Au, Lu Fang, Jiahao Pang, Yuanfang Guo, Jiali Li:
Fast algorithm of arbitrary factor subpixel downsampling based on frequency analysis. ICME 2014: 1-6 - [c21]Sunil Prasad Jaiswal, Oscar C. Au, Vinit Jakhetiya, Andy Yuanfang Guo, Anil Kumar Tiwari:
Adaptive Predictor Structure Based Interpolation for Reversible Data Hiding. IWDW 2014: 276-288 - 2013
- [c20]Jiahao Pang, Oscar C. Au, Ketan Tang, Yuanfang Guo:
Image colorization using sparse representation. ICASSP 2013: 1578-1582 - [c19]Ketan Tang, Oscar C. Au, Yuanfang Guo, Jiahao Pang, Jiali Li:
Arbitrary factor image interpolation using geodesic distance weighted 2D autoregressive modeling. ICASSP 2013: 2217-2221 - [c18]Ketan Tang, Oscar C. Au, Yuanfang Guo, Jiahao Pang, Jiali Li, Lu Fang:
Arbitrary factor image interpolation by convolution kernel constrained 2-D autoregressive modeling. ICIP 2013: 996-1000 - [c17]Sunil Prasad Jaiswal, Oscar C. Au, Vinit Jakhetiya, Yuanfang Guo, Anil Kumar Tiwari, Yue Kong:
Efficient adaptive prediction based reversible image watermarking. ICIP 2013: 4540-4544 - [c16]Xingyu Zhang, Oscar C. Au, Chao Pang, Wei Dai, Yuanfang Guo, Lu Fang:
Additional sign bit hiding of transform coefficients in HEVC. ICME Workshops 2013: 1-4 - [c15]Hong Zhang, Oscar C. Au, Yongfang Shi, Xingyu Zhang, Ketan Tang, Yuanfang Guo:
HEVC-based adaptive quantization for screen content by detecting low contrast edge regions. ISCAS 2013: 49-52 - [c14]Lingfeng Xu, Oscar C. Au, Wenxiu Sun, Lu Fang, Ketan Tang, Jiali Li, Yuanfang Guo:
Stereo matching by adaptive weighting selection based cost aggregation. ISCAS 2013: 1420-1423 - [c13]Yuanfang Guo, Oscar C. Au, Ketan Tang, Jiahao Pang, Wenxiu Sun, Lingfeng Xu, Jiali Li, Xingyu Zhang:
Data hiding in error diffused color halftone images. ISCAS 2013: 2996-2999 - [c12]Yuanfang Guo, Oscar C. Au, Ketan Tang, Jiahao Pang:
Hiding a Secret Pattern into Color Halftone Images. IWDW 2013: 465-474 - [c11]Ketan Tang, Oscar C. Au, Lu Fang, Yuanfang Guo, Jiahao Pang:
Chroma Replacing and adaptive Chroma Blending for subpixel-based downsampling. MMSP 2013: 212-217 - 2012
- [c10]Lin Sun, Oscar C. Au, Wei Dai, Yuanfang Guo, Ruobing Zou:
An adaptive frame complexity based rate quantization model for intra-frame rate control of High Efficiency Video Coding (HEVC). APSIPA 2012: 1-6 - [c9]Ketan Tang, Oscar C. Au, Lu Fang, Yuanfang Guo, Pengfei Wan, Lingfeng Xu:
Super resolution for subpixel-based downsampled images. APSIPA 2012: 1-4 - [c8]Pengfei Wan, Oscar C. Au, Ketan Tang, Yuanfang Guo:
Image de-quantization via spatially varying sparsity prior. ICIP 2012: 953-956 - [c7]Pengfei Wan, Oscar C. Au, Ketan Tang, Yuanfang Guo, Lu Fang:
From 2D Extrapolation to 1D Interpolation: Content Adaptive Image Bit-Depth Expansion. ICME 2012: 170-175 - 2011
- [c6]Ketan Tang, Oscar C. Au, Lu Fang, Zhiding Yu, Yuanfang Guo:
Image Interpolation Using Autoregressive Model and Gauss-Seidel Optimization. ICIG 2011: 66-69 - [c5]Ketan Tang, Oscar C. Au, Lu Fang, Zhiding Yu, Yuanfang Guo:
Multi-scale analysis of color and texture for salient object detection. ICIP 2011: 2401-2404 - [c4]Yuanfang Guo, Oscar C. Au, Ketan Tang, Lu Fang, Zhiding Yu:
Data hiding in dot diffused halftone images. ICME 2011: 1-6 - [c3]Ketan Tang, Oscar C. Au, Lu Fang, Zhiding Yu, Yuanfang Guo:
How anti-aliasing filter affects image contrast: An analysis from majorization theory perspective. ICME 2011: 1-6 - [c2]Zhiding Yu, Oscar C. Au, Ketan Tang, Lingfeng Xu, Wenxiu Sun, Yuanfang Guo:
Towards robust and efficient segmentation: An approach based on inter-region contour and intra-region content analysis. ICME 2011: 1-6 - 2010
- [c1]John S. Ho, Oscar C. Au, Jiantao Zhou, Yuanfang Guo:
Inter-channel demosaicking traces for digital image forensics. ICME 2010: 1475-1480
Coauthor Index
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