招生

聂秀山，博士、三级教授、博士生导师，主要研究领域为机器学习与数据挖掘、可视媒体检索与计算等。2006年至2019年在山东财经大学计算机科学与技术学院工作，2019年10月调动至山东建筑大学计算机科学与技术学院。聂秀山博士分别于2003年7月和2006年7月毕业于山东大学数学院，获理学学士、硕士学位；2011年12月于山东大学信息科学与工程学院获工学博士学位；2013-2014年美国密苏里大学访问学者。2014年12月破格晋升教授。中国计算机学会人工智能与模式识别专委会委员，计算机视觉专委会委员，山东省电子政务专家咨询委员会委员，山东省优势学科人才培育计划（机器学习与财经大数据分析）核心成员。近年来，主持国家自然基金面上项目1项，青年项目1项，省级项目3项；主持CCF-腾讯犀牛鸟创意基金1项。在TKDE、TIFS、TMM、MM、AAAI、IJCAI、SIGIR等国内外核心期刊和重要学术会议上发表论文30余篇；授权专利4项；获吴文俊人工智能科学技术三等奖1项（第1位），获得山东省自然科学学术创新奖1次（个人奖励），获得山东省高校优秀科研成果一等奖、二等奖各1次（首位）。

 

每年招生研究生1-3人（接收推免、一志愿报考、调剂等形式的学生），招生对象是计算机、电子信息、数学和统计等相关专业学生，并积极推荐其与985、211高校合作交流的机会，针对想去工业界的硕士生，会重点培养动手能力；针对想继续学术深造的硕士生，会按博士标准培养。

 

希望申请学生具有有很强的上进心和科研热情；至少熟悉一门编程语言；同时具有扎实的英语和数学基础。 有意向的同学可以电邮咨询：niexiushan@163.com 或 niexsh@hotmail.com。

 

Resume [TOP]

I am currently a professor at School of Computer Science and Technology, Shandong Jianzhu University, Jinan, China (since 2019.10). I was with the School of Computer Science and Technology, Shandong University of Finance and Economics from 2006 to 2019. I got my Bachelor (2003) and Master (2006) degrees from School of Mathematics, Shandong University. I started to work at Shandong University of Finace and Economics from 2006. I got my PhD from  School of Information Science and Engineering, Shandong University in 2011. I was a visiting scholar in University of Missouri-Columbia, USA from 2013 to 2014.

 

Research Interests [TOP]

Machine Learning and Application, Multimedia Analysis

 

Selected Publications（full list DBLP）： [ Journal paper][Conference paper] [TOP]

[Journal paper] (*corresponding author)

Nie Xiushan,Wang Bowei, Li Jiajia, Hao Fanchang, Jian Muwei, Yin Yilong*,Deep multi-scale fusion hashing for cross-modal retrieval, IEEE Transactions on Circuits and Systems for Video Technology,, 2020, DOI (identifier) 10.1109/TCSVT.2020.2974877

Xinbo Liu, Nie Xiushan*, Quan Zhou, Liqiang Nie, Yilong Yin, Model Optimization Boosting Framework for Linear Model Hash Learning, IEEE Transactions on Image Processing, 2020. 1, Digital Object Identifier: 10.1109/TIP.2020.2970577

Dan Shi, Lei Zhu, Yikun Li, Jingjing Li, Nie Xiushan, Robust Structured Graph Clustering, IEEE Transactions on Neural Networks and Learning Systemss, 2019. 12, Digital Object Identifier: 10.1109/TNNLS.2019.2955209

Yingxin Wang, Nie Xiushan*, Yang Shi, Xin Zhou, Yilong Yin, Attention-based Video Hashing for Large-Scale Video Retrieval, IEEE Transactions on Cognitive and Developmental Systems, 2019. 12, Digital Object Identifier: 10.1109/TCDS.2019.2963339

Nie Xiushan*, Jing Weizhen, Cui Chaoran, Zhang Chen, Zhu Lei, Yin Yilong, Joint Multi-view Hashing for Large-scale Near-Duplicate Video Retrieval, IEEE Transactions on Knowledge and Data Engineering, 2019. 4, Digital Object Identifier: 10.1109/TKDE.2019.2913383

Nie Xiushan*, Li Xiaoyu, Chai Yan'e, Cui Chaoran, Xi Xiaoming, Yin Yilong, Robust image fingerprinting based on feature point relationship mining, IEEE Transactions on Information Forensics and Security, 2018, 13(6): 1509-1523

Nie Xiushan, Yin Yilong*, Liu Ju, Sun Jiande, Cui Chaor, Comprehensive feature-based robust video fingerprinting using tensor model, IEEE Trans. on Multimedia, vol. 19, no. 4, pp. 785-796, 2017

聂秀山, 刘兴波，袭肖明，尹义龙，基于相似度驱动的线性哈希模型参数再优化方法。软件学报 ，2020，31（4）.

聂秀山, 林培光，杨明哲，尹义龙，基于层次特征融合哈希的近似重复视频检索方法。中国科学：信息科学 ，2018，48（12）: 1697-1708.

M Jian, C Cui, X Nie, H Zhang, L Nie, Y Yin，Multi-view face hallucination using SVD and a mapping model.nformation Sciences ，2019, 488, 181-189.

Weizhen Jing, Xiushan Nie*, Chaoran Cui, Xiaoming Xi, Gongping Yang, Yilong Yin, Global-view hashing: harnessing global relations in near-duplicate video retrieval, World Wide Web (WWWJ), 2018, https://doi.org/10.1007/s11280-018-0536-7

Fei Dong, Xiushan Nie*, Xingbo Liu, Leilei Geng, Qian Wang, Cross-modal hashing based on category structure preserving. Journal of Visual Communication and Image Representation 2018, https://doi.org/10.1016/j.jvcir.2018.10.006

Hui Cui, Lei Zhu, Chaoran Cui, Xiushan Nie,Huaxiang Zhang, Efficient weakly-supervised discrete hashing for large-scale social image retrieval. Pattern Recognition Letters 2018, https://doi.org/10.1016/j.patrec.2018.08.033

Muwei Jian, Quan Zhou, Chaoran Cui, Xiushan Nie, Hanjiang Luo, Jianli Zhao, Yilong Yin, Assessment of Feature Fusion Strategies in Visual Attention Mechanism for Saliency Detection. Pattern Recognition Letters 2018

Y Ma, C Cui, X Nie, G Yang, K Shaheed, Y Yin,Pre-course student performance prediction with multi-instance multi-label learning. SCIENCE CHINA Information Sciences 62 (2), 29101, 2018

Xi Xiaoming, Meng Xianjing, Yang Lu, Nie Xiushan et al., Learned Local Similarity Prior Embedded Active Contour Model for Choroidal Neovascularization Segmentation in Optical Coherence Tomography Images. SCIENCE CHINA Information Sciences 10.1007/s11432-017-9247-8, 2017

Cui Chaoran, Lin Peiguang, Nie Xiushan, Yin Yilong, Zhu Qingfeng, Hybrid textual-visual relevance learning for content-based image retrieval, Journal of Visual Communication and Image Representation, doi: 10.1016/j.jvcir.2017.03.011, 2017

Nie Xiushan*, Chai Yane，Liu Ju ，Sun Jiande，Yin Yilong, Spherical torus-based video hashing for near-duplicate video detection , SCIENCE CHINA：Information Science, v.59, n.5, pp.059101-1:3, 2016

聂秀山*，柴彦娥，滕聪，基于支配集的视频关键帧提取方法，计算机研究与发展，v. 52, n. 12, pp. 2879-2887, 2015

Nie Xiushan*, Liu Ju, Wang Qian, Zeng Wenjun, Graph-based video fingerprinting using double optimal projection, Journal of Visual Communication and Image Representation, vol. 32, no. 10, pp. 120-129, 2015

Wan, Wenbo, Liu Ju, Sun Jiande, Ge Chuan, Nie Xiushan, "Logarithmic STDM watermarking using visual saliency-based JND model", IET Electronics Letters,v. 51, n. 10, p 758-759, 2015.

Wan, Wenbo, Liu Ju, Sun Jiande, Ge Chuan, Nie Xiushan et al., "Improved spread transform dither modulation based on robust perceptual just noticeable distortion model", Journal of Electronic Imaging,v. 24, n. 2, 2015.

Xiushan Nie*, Wenjun Zeng, Hua Yan et al., "Structural similarity-based video fingerprinting for video copy detection", IET Image Processing,v. 8, n. 11, p 655-661, 2014.

Xiushan Nie*, Jiande Sun, Zhihui Xing, and Xiaocui Liu, "Video fingerprinting based on graph model", Multimedia Tools and Applications,v. 69, n. 2, p 429-442, 2014.

Xiushan Nie, Ju Liu*, Jiande Sun, Lianqi Wang, and Xiaohui Yang, "Robust video hashing based on representative-dispersive frames", Science China: Information Science, 2013, 56（6），p. 1-11.

聂秀山*, 刘琚, 孙建德, “基于二叉树和随机邻域嵌入的视频指纹算法”, 电子学报, v.41, n. 12, p. 2409-2415, 2013.

Xiushan Nie*, Jianping Qiao, "Robust video copy detection approach based on local tangent space alignment", Optical Engineering, v. 51, n. 4, 047001-1-8, 2012.

Jing Wang, Jiande Sun, Ju Liu, Xiushan Nie, Ju Liu, "Video Hashing Algorithm With Weighted Matching Based on Visual Saliency", IEEE Signal Processing Lettersv.19,n.6, p. 328-331, 2012.

Xiushan Nie*, Ju Liu, Jiande Sun, and Wei Liu, "Robust video hashing based on double-layer embedding", IEEE Signal Processing Letters, v 18, n 5, p. 307-310, 2011.

[Conference paper] (*corresponding author) 

Quan Zhou, Xiushan Nie*, Yang Shi, Xinbo Liu, Yilong Yin*, Deep Multi-Region Hashing. ICASSP 2020

Quan Zhou, Xiushan Nie*, Yang Shi, Xinbo Liu, Yilong Yin*, Focusing on Detail: Deep Hashing Based on Multiple Region Details. AAAI 2020

Xingbo Liu, Xiushan Nie*, Xiaoming Xi, Lei Zhu, Yilong Yin*, MoBoost: A Self-improvement Framework for Linear-based Hashing. The 28th ACM International Conference on Information and Knowledge Management (CIKM 2019), 2019

Xingbo Liu, Xiushan Nie*, Quan Zhou, Yilong Yin*, Supervised Discrete Hashing With Mutual Linear Regression. The 27th ACM International Conference on Multimedia (MM-2019), 2019

Xu Lu, Lei Zhu, Zhiyong Cheng, Jingjing Li, Xiushan Nie and Huaxiang Zhang, Flexible Online Multi-modal Hashing for Large-scale Multimedia Retrieval. The 27th ACM International Conference on Multimedia (MM-19), 2019

Xingbo Liu, Xiushan Nie*, Quan Zhou, Xiaoming Xi, Yilong Yin*, Supervised Short-Length Hashing. The 28th International Joint Conference on Artificial Intelligence (IJCAI-19), 2019

Yang Shi, Xiushan Nie*, Xin Zhou, Xiaoming Xi, Yilong Yin*, VARIABLE-LENGTH QUANTIZATION STRATEGY FOR HASHING. The 26th IEEE International Conference on Image Processing (ICIP), 2019, oral

Xingbo Liu, Xiushan Nie*, Yingxing Wang, Yilong Yin*, Jointly Multiple Length Hashing. The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-19), 2019, accepted as student abstract paper

Xingbo Liu, Xiushan Nie*, Wenjun Zeng, Chaoran Cui, Lei Zhu, Yilong Yin*, Fast Discrete Cross-modal Hashing With Regressing From Semantic Labels. ACM Multimedia (MM 18), 2018, accepted as an oral paper

Xingbo Liu, Xiushan Nie*, Chaoran Cui, Haoling Sun, Yilong Yin*,Modality-specific Structure Preserving Hashing For Cross-modal Retrieval. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2018), 2018

Jie Guo, Xiushan Nie*, Chaoran Cui, Xiaoming Xi, Yuling Ma, Yilong Yin. Getting More from One Attractive Scene: Venue Retrieval in Micro-videos, Advances in Multimedia Information Processing-PCM 2018, 2018

L Geng, X Nie, S Niu, Y Yin, J Lin, Structural Compact Core Tensor Dictionary Learning for Multispec-Tral Remote Sensing Image Deblurring, 25th IEEE International Conference on Image Processing (ICIP 2018), 2865-2869, 2018

Huidi Fang, Chaoran Cui, Xiang Deng, Xiushan Nie, Muwei Jian, Yilong Yin,Image Aesthetic Distribution Prediction with Fully Convolutional Network. International Conference on Multimedia Modeling （MMM2018）, pp 267-278, 2018

X Deng, C Cui, H Liu, X Nie, X Xi, Y Yin, Automatic image cropping with a single fully convolutional network, Proceedings of the 10th International Conference on Internet Multimedia Computing and Service (ICIMCS '18), 2018

Xiushan Nie*, Xiaoyu Li, Jiande Sun, Yilong Yin, UFvH: Unified Feature Video Hashing for Near-Duplicate Video Retrieval, Proceedings of ACM Multimedia Workshop on Visual Analysis in Smart and Connected Communities (MM 2017 workshop), 2017

Xiang Deng, Chaoran Cui, Huidi Fang, Xiushan Nie, Yilong Yin. Personalized image aesthetics assessment. The 26th ACM Conference on Information and Knowledge Management (CIKM 2017), 2017

Chaoran Cui, Huidi Fang, Xiang Deng, Xiushan Nie, Hongshuai Dai, Yilong Yin. Distribution-oriented Aesthetics Assessment for Image Search.The 40th International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR 2017), 2017

Xiushan Nie*, Weizhen Jing, Linyuan Ma, Chaoran Cui, Yilong Yin, Two-layer video fingerprinting strategy for near-duplicate video detection, The IEEE International Conference on Multimedia & Expo (ICME 2017) workshop, 2017

JingWang, Jiande Sun, Ju Liu, Xiushan Nie, Hua Yan, "A Visual Saliency Video Hashing Algorithm", International Conference on Image Processing (ICIP 2012), 2012.

Xiushan Nie*, Ju Liu, and Jiande Sun, "Robust Video Hashing for Identi cation Based on MDS", IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings (ICASSP 2010), p. 1834-1837, 2010.

Xiushan Nie*, Ju Liu, Jiande Sun, and Jianping Qiao, "Independent Triangles Set-Based Water-marking for 3D Models", Proceedings -2009 IEEE International Conference on Multimedia and Expo (ICME 2009), p. 1066-1069, 2009.

Funding and Grants [TOP]    

Research of visual media robust hashing accuracy based on heterogeneous unification, National Science Foundation of China, PI, 2017.1-2020.12

Video Content Understanding, CCF-Tencent funding，PI, 2016-2017.

Video fingerprinting technology research based on graph model and graph embedding, National Science Foundation of China, PI, 2012.1-2014.12

Video content authentication technology research based on video fingerprint, Scientific Research Foundation for the Excellent Middle-Aged and Youth Scientists of Shandong Province，PI, 2013.10-2015.10

Copyright protection research in cultural and creative industry, Shandong province information fusion and industrialization of special research subject, PI, 2012.1-2012.12

Video copy detection based on perceptual hashing and manifold dimensionality reduction，National Science Foundation of China, CO-PI, 2012.1-2014.12.

Honors and Awards [TOP]

山东省科技进步二等奖（第二位），2019

吴文俊人工智能科学技术三等奖（第一位），2018

山东省学术创新奖（个人），2018

山东省高校优秀科研成果一等奖（第一位），2014

山东省高校优秀科研成果二等奖（第一位），2013

山东省教学研究成果二等奖，2018（第二位）

山东省高校青年教师教学大赛二等奖，2017

山东财经大学青年优秀人才支持计划，2014;

Professional Activity [TOP]

    

Organization Services:

Member CCF Artificial Intelligence and Pattern Recognition Technical Committee

Member CCF Computer Vision Technical Committees

    

PC Member:

ACM Multimedia 2018,2019

IJCAI 2019

ICME 2020,2019，2018，2017

CCDM 2018

BigMM 2018

China MM 2018，2019

……

    

Review Services:

IEEE Transactions on Information Forensics and Security

IEEE Transactions on Multimedia

ACM Transactions on Intelligent Systems and Technology

IEEE Transactions on Cybernetics

Neurocomputing

Multimedia Tools and Applications

Neural Networks

电子学报

自动化学报

……