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A Simple yet Effective Layered Loss for Pre-training of Network Embedding Journal article
IEEE Transactions on Network Science and Engineering, 2022
Authors:  Chen, Junyang;  Li, Xueliang;  Li, Yuanman;  Li, Paul;  Wang, Mengzhu;  Zhang, Xiang;  Gong, Zhiguo;  Wu, Kaishun;  Leung, Victor C.M.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Graph Neural Networks  Layered Loss  Network Embedding  Pre-training Of Unlabeled Nodes  
Meta-path Based Neighbors for Behavioral Target Generalization in Sequential Recommendation Journal article
IEEE Transactions on Network Science and Engineering, 2022
Authors:  Chen, Junyang;  Gong, Zhiguo;  Li, Yuanman;  Zhang, Huanjian;  Yu, Hongyong;  Zhu, Junzhang;  Fan, Ge;  Wu, Xiao Ming;  Wu, Kaishun
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2022/05/17
Behavioral Target Generalization  Ctr Prediction  Predictive Models  Recommender Systems  Recommender Systems  Semantics  Sequential Recommendation  Task Analysis  Training  Transformers  User Experience  
Privacy-preserving and verifiable deep learning inference based on secret sharing Journal article
Neurocomputing, 2022,Volume: 483,Page: 221-234
Authors:  Duan, Jia;  Zhou, Jiantao;  Li, Yuanman;  Huang, Caishi
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Deep Learning Prediction  Deep Neural Network Inference  Privacy-preserving  Secure Multi-party Computation  Verifiable Computation  
An Edge-Aware Transformer Framework for Image Inpainting Detection Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Hu, Liangpei;  Li, Yuanman;  You, Jiaxiang;  Liang, Rongqin;  Li, Xia
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Cross attention  Inpainting forensics  Transformer  
Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022,Volume: 23,Issue: 9,Page: 16773-16785
Authors:  Su, Yuchao;  Du, Jie;  Li, Yuanman;  Li, Xia;  Liang, Rongqin;  Hua, Zhongyun;  Zhou, Jiantao
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Asymmetric Interactions.  Cooperative Intelligent Transportation Systems  Directed Graph Convolutional Neural Network  Directed Graphs  Feature Extraction  Forecasting  Generative Adversarial Networks  Predictive Models  Topology  Trajectory  Trajectory Prediction  
A Transformer based Approach for Image Manipulation Chain Detection Conference paper
MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia, Chengdu, 2021-10
Authors:  You, Jiaxiang;  Li, Yuanman;  Zhou, Jiantao;  Hua, Zhongyun;  Sun, Weiwei;  Li, Xia
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/12/08
Image Forensics  Machine Translation  Manipulation Chain Detection  Transformer  
Visually secure image encryption using adaptive-thresholding sparsification and parallel compressive sensing Journal article
Signal Processing, 2021,Volume: 183
Authors:  Hua, Zhongyun;  Zhang, Kuiyuan;  Li, Yuanman;  Zhou, Yicong
Favorite |  | TC[WOS]:27 TC[Scopus]:32 | Submit date:2021/12/08
Image Compression  Image Security  Parallel Compressive Sensing  Separable Wavelet Transform  
Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain Conference paper
Proceedings of the AAAI Conference on Artificial Intelligence 2021, Palo Alto, California USA, February 2–9, 2021
Authors:  Jinyu Tian;  Jiantao Zhou;  Yuanman Li;  Jia Duan
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Temporal Pyramid Network for Pedestrian Trajectory Prediction with Multi-Supervision Conference paper
Proceedings of the AAAI Conference on Artificial Intelligence 2021, Palo Alto, California USA, February 2–9, 2021
Authors:  Rongqin Liang;  Yuanman Li;  Xia Li;  Yi Tang;  Jiantao Zhou;  Wenbin Zou
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Robust High-Capacity Watermarking over Online Social Network Shared Images Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2021,Volume: 31,Issue: 3,Page: 1208-1221
Authors:  Sun, Weiwei;  Zhou, Jiantao;  Li, Yuanman;  Cheung, Ming;  She, James
Adobe PDF | Favorite |  | TC[WOS]:6 TC[Scopus]:11 | Submit date:2021/12/07
Dct Domain  Deep Convolutional Neural Network  Image Watermarking  Online Social Networks