Teaching
l大数据分析（本科生）
l机器学习（研究生）
Award and Honor：
l澳门研究生科技研发奖，澳门科学技术发展基金（2018）
l研究生全额奖学金，澳门大学（2012-2015）
l重庆大学优秀毕业生，重庆大学（2012）
l国家奖学金，中华人民共和国教育部（2011）
l全国大学生数学建模大赛全国二等奖，教育部（2010）
Positions
●招2022年9月份入学 计算机科学，软件工程，·电子信息，·数学·等方向研究生若干名
●招 博士后 （Postdoc. Position）若干名（税后32W RMB起）
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New!!! One paper is accepted in TITS 2022
New!!! One paper is accepted in TCSS 2021
New!!! One paper is accepted in TMM 2021
New!!! One paper is accepted in ACMMM 2021
New!!! One paper is accepted in TNSE 2021
New!!! One paper is accepted in TNNLS 2021
New!!! two papers are accepted in AAAI 2021
New!!! one paper is accepted in TCSVT 2021
New!!! One paper is accepted in ICC 2021
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Professional Activities and Affiliations
●Member of IEEE (2018-至今)
●中国图像图形学会（CSIG）-数字媒体取证与安全专业委员会委员 (2020.11-至今)
Funding (Principal Investigator)
●National Natural Science Foundation of China (NSFC), 2021.01-2022.12, 300,000RMB.
lOverseas High-Caliber Personnel Fund, 2021.01-2022.12, 2,700,000 RMB.
●Natural Science Foundation of Guangdong, 2020.01-2021.12, 100,000 RMB.
lNatural Science Foundation of Shenzhen University, 2020.01-2022.12, 200,000 RMB.
l横向项目，2020.07-2021.12，185,000 RMB.
Selected Publications
(*Corresponding author)
[1].New!!! Yuanman Li, Jiantao Zhou, Junyang Chen, Jinyu Tian, Li Dong and Xia Li, “Robust Matrix Factorization via Minimum Weighted Error Entropy Criterion”, IEEE Transactions on Computational Social Systems (T-CSS), in press, 2021.
[1].New!!! Yuanman Li, R. Q. Liang, W. Wei, W. Wang, J. T. Zhou and X. Li, “Temporal Pyramid Network with Spatial-Temporal Attention for Pedestrian Trajectory Prediction”, IEEE Transactions on Network Science and Engineering (T-NSE), in press, 2021.
[2].New!!! Yuanman Li, J. T. Zhou, J. Y. Tian, X. W. Zheng and Y. Y .Tang, “Weighted Error Entropy based Information Theoretic Learning for Robust Subspace Representation”, IEEE Transactions on Neural Networks and Learning Systems (T-NNLS), in press, 2021.
[3].New!!! Y. C. Su (Student), J. Du, Yuanman Li*, X. Li, Z. Y. Hua and J. T Zhou, “Trajectory Forecasting Based on Prior-Aware Directed Graph Convolutional Neural Network”, IEEE Transactions on Intelligent Transportation Systems (T-ITS), in press, 2022.
[4].New!!! J. X. You (Student), Yuanman Li*, J. T. Zhou, Z. Y. Hua, W. W. Sun and X. Li, “A Transformer based Approach for Image Manipulation Chain Detection”, ACM Multimedia (ACM MM-21), 2021.
[5].New!!! R. Q. Liang (Student), Yuanman Li *, X. Li, Y. Tang, J. T. Zhou and W. B. Zou, “Temporal Pyramid Network for Pedestrian Trajectory Prediction with Multi-Supervision”, AAAI Conference on Artificial Intelligence (AAAI), 2021.
[6].New!!! J. Y. Tian, J. T. Zhou and Yuanman Li, “Deep Generative Model for Image Inpainting with Local Binary Pattern Learning and Spatial Attention”, IEEE Transactions on Multimedia (T-MM), 2021.
[7].New!!! J. Y. Tian, J. T. Zhou, Yuanman Li and J. Duan, “Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain”, AAAI Conference on Artificial Intelligence (AAAI), 2021.
[8].New!!! W. W. Sun, J. T. Zhou, Yuanman Li, M. Cheung and J. She, “Robust High Capacity Watermarking over Online Social Network Shared Images”, IEEE Transactions on Circuits and Systems for Video Technology (T-SCVT), in press, 2021.
[9].New!!! Z. Y. Hua, K. Y. Zhang, Yuanman Li and Y. C. Zhou, “Visually secure image encryption using adaptive-thresholding sparsification and parallel compressive sensing”, Signal Processing, in press, 2021.
[10].New!!! Z. Y. Hua, Z. H. Zhu, Y. Y. Chen and Yuanman Li, “Color image encryption using orthogonal Latin squares and a new 2D chaotic system”, Nonlinear Dynamics, in press, 2021.
[11].New!!! Z. Y. Hua, J. X. Li, Yuanman Li and Y. Y. Chen “Image encryption using value-differencing transformation and modified ZigZag transformation”, Nonlinear Dynamics, in press, 2021.
[12].New!!! W. Wang, B. X. Lu, Yuanman Li, W. Wei, J. Q. Li, S. Mumtaz and M. Guizani, “Task Scheduling Game Optimization for Mobile Edge Computing”, IEEE International Conference on Communications (ICC), in press, 2021.
JOURNAL:
[1].J. Duan, J. T. Zhou and Yuanman Li, “Privacy-Preserving distributed deep learning based on secret sharing”, Information Science (Inf. Sci.), vol. 527, pp. 108-127, 2020.
[2].J. Duan, J. T. Zhou and Yuanman Li, “Secure and Verifiable Outsourcing of Large-scale Nonnegative Matrix Factorization (NMF)”, accepted in IEEE Trans. on Services Computing (T-SC), 2019.
[3].Yuanman Li and J. T. Zhou, “Fast and Effective Image Copy-Move Forgery Detection via Hierarchical Feature Point Matching”, IEEE Trans. on Inf. Forensics and Security (T-IFS), vol. 14, no. 5, pp. 1307-1322, 2019.
[4].Yuanman Li, J. T. Zhou, and A. Cheng, “SIFT Keypoint Removal via Directed Graph Construction for Color Images”, IEEE Trans. on Inf. Forensics and Security (T-IFS), vol. 12, no. 12, pp. 2971-2985, 2017.
[5].Yuanman Li, J. T. Zhou, A. Cheng, X. M. Liu, and Y. Y. Tang, “SIFT Keypoint Removal and Injection via Convex Relaxation”, IEEE Trans. on Inf. Forensics and Security (T-IFS), vol. 11, no. 8, pp. 1722-1735, 2016.
[6].Yuanman Li and J. T. Zhou, “Anti-Forensics of Lossy Predictive Image Compression”, IEEE Signal Processing Letters (SPL), vol. 22, no. 12, pp. 2219-2223, 2015.
CONFERENCE
[1].Yuanman Li, J. T. Zhou, X. W. Zheng, J. Y. Tian and Y. Y. Tang, “Robust Subspace Clustering with Independent and Piecewise Identically Distributed (i.p.i.d.) Noise Modeling”, IEEE Conf. Comput. Vis. and Pattern Recogn. (CVPR), 2019 (Oral, AR 5.6%).
[2].H.W.WU, J.T. Zhou, Yuanman Li, “Image Reconstruction from Local Descriptors Using Conditional Adversarial Networks“, In Proceedings of APSIPA Annual Summit and Conference (ASC-2019), 2019. (Oral)
[3].Yuanman Li and J. T. Zhou, “Image Copy-Move Forgery Detection Using Hierarchical Feature Point Matching”, In Proceedings of APSIPA Annual Summit and Conference (ASC-2016), 2016. (Oral)
[4].J. Duan, J. T. Zhou, and Yuanman Li, “Secure and Verifiable Outsourcing of Nonnegative Matrix Factorization (NMF)”, In Proceedings of ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec-16), 2016.
[5].Y. Y. Li, J. T. Zhou, and Yuanman Li, “Ciphertext-Only Attack on an Image Homomorphic Encryption Scheme with Small Ciphertext Expansion”, In Proceedings of ACM Multimedia (ACM MM-15), 2015.
[6].A. Cheng, Yuanman Li, and J. T. Zhou, “SIFT Keypoint Removal via Convex Relaxation”, In Proceedings of IEEE International Conference on Multimedia and Expo (ICME-15), 2015 (Oral, AR 15%).
[7].Y. Y. Li, J. T. Zhou, Yuanman Li, and O. C. Au, “Reducing the Ciphertext Expansion in Image Homomorphic Encryption via Linear Interpolation Technique”, In Proceedings of IEEE Global Conference on Signal and Information Processing (GlobalSIP-15), 2015.
[8].Yuanman Li and J. T. Zhou, “Sparsity-driven reconstruction of L]-decoded images”, In Proceedings of IEEE International Conference on Image Processing (ICIP-14), 2014.
[9].L. Dong, J. Wang, Yuanman Li and Y. Y. Tang,“Sector projection fourier descriptor for Chinese character recognition”, In Proceedings of IEEE International Conference on Cybernetics (CYBCONF), 2013.
[10].H. W. Luo, L. N. Wang, Yuanman Li, H. L. Yuan and Y. Y. Tang, “Feature extraction based on discriminant analysis with penalty constraint for hyperspectral image classification”, In Proceedings of International Conference on Machine Learning and Cybernetics (CYBCONF), 2013.
联系方式
办公室：深圳市南山区南海大道365游戏大厅沧海校区电子与信息工程学院N605
E-mail: yuanmanli@szu.edu.cn
个人主页：https://yuanmanli.github.io/
