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Yuhong Li, 李裕宏Daniel
Ph.D in Department of Computer and Information Science
University of Macau
Address: Xixi area, Hangzhou, Zhejiang, China
E-mail: daniel(dot)yuhong(--at--)gmail(dot)com
I am currently a senior algorithm expert at the Security Department of Alibaba Group.
I got my Ph.D. degree from the Department of CIS, University of Macau in 2016. Prior that, I received my bachelor degree in software engineering from Xidian University, Xi'an. My research focuses on spatio-temporal data management and minng, machine learning and high performance parallel computing.
Publications
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GAP++: Learning to generate target-conditioned adversarial examples Xiaofeng Mao, Yuefeng Chen, Yuhong Li, Yuan He, Hui Xue. AIBS@IJCAI, 2019.
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Bilinear Representation for Language-based Image Editing using Cconditional Generative Adversarial Networks Xiaofeng Mao, Yuefeng Chen, Yuhong Li, Tao Xiong, Yuan He, Hui Xue. ICASSP, 2019.
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DeMalC: A Feature-rich Machine Learning Framework for Malicious Call Detection Yuhong Li, Dongmei Hou, Aimin Pan, Zhiguo Gong. ACM International Conference on Information and Knowledge Management(CIKM), 2017.
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Mining the Most Influential k-Location Set From Massive Trajectories Yuhong Li, Jie Bao, Yanhua Li, Yingcai Wu, Zhiguo Gong, Yu Zheng. IEEE Transactions on Big Data (TBD), 2017. [With a Conference Version in ACMGIS 2016]
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Fast Subsequence Search on Time Series Data Yuhong Li*, Bo Tang*, Leong Hou U, Man Lung Yiu, Zhiguo Gong. International Conference on Extending Database Technology (EDBT), 2017. [* Indicates Equal Contribution]
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Exploit Every Cycle: Vectorized Time Series Algorithms on Modern Commodity CPUs Bo Tang, Man Lung Yiu, Yuhong Li, Leong Hou U. ADMS@VLDB, 2016.
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Efficient Discovery of Longest-lasting Correlation in Sequence Databases Yuhong Li, Leong Hou U, Man Lung Yiu, Zhiguo Gong. THe VLDB Journal (VLDBJ), 2016.
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SmartAdP: Visual Analytics of Large-scale Taxi Trajectories for Selecting Billboard Locations Dongyu Liu, Di Weng, Yuhong Li, Jie Bao, Yu Zheng, Huamin Qu, and Yingcai Wu. IEEE Transactions on Visualization and Computer Graphics (TVCG), 2016.
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Location Selection for Ambulance Stations: A Data-Driven Approach Yuhong Li, Yu Zheng. Shenggong Ji, Wenjun Wu, Leong Hou U, Zhiguo Gong. Proceedings of the ACM SIGSPATIAL (ACMGIS), 2015.
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A Topic-based Reviewer Assignment System Ngai Meng Kou, Leong Hou U, Nikos Mamoulis, Yuhong Li, Ye Li, Zhiguo Gong. Proceedings of the VLDB Endowment (PVLDB), 2015.
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Quick-Motif: An Efficient and Scalable Framework for Exact Motif Discovery Yuhong Li, Leong Hou U, Man Lung Yiu, Zhiguo Gong. IEEE International Conference on Data Engineering (ICDE), 2015.
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Towards Online Shortest Paths Computation Leong Hou U, Hongjun Zhao, Man Lung Yiu, Yuhong Li, Zhiguo Gong. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2014.
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Discovering Longest-lasting Correlation in Sequence Databases Yuhong Li, Leong Hou U, Man Lung Yiu, Zhiguo Gong. Proceedings of the VLDB Endowment (PVLDB), 2013.
Awards
- Star of Tomorrow (Award of Excellence), Microsoft Research Asia, 2016
- ACM SIGMOD Student Travel Award, ACM SIGMOD, 2015
- IEEE ICDE Student Travel Award, IEEE ICDE, 2015
- 教育部-澳门特区政府研究生奖学金(~每年10名)
- 西电-大学生科技英才(~每年10名)
Talks
- "Efficient Query Processing in Time Series", Southern University of Science and Technology, July 2017
Community Service
- Reviewer (invited by Associate Editor): TKDE'15, TBD'16, TIST'16, GeoInformatica'17, TKDE'17, TMC'17, TKDE'18
- External Reviewer (invited by my advisors): KDD'12,14, TKDE'12, SIGMOD'13~14, WAIM'13~14, CIKM'13~14, DASFAA'14~15, IS'14~15, GIS'15, SSTD'15, AAAI'16, VLDB'19
- Local Organizing Volunteer: WIC'12, WAIM'14
- Conference Organizing: IJCAI'19 Student Volunteer Chair, AIBS 2019
Useful links
- Research Group: DBGroup@HKPOLYU, Urban Computing Group@MSRA
- Datasets: UCR Time Series, Stanford Graph Data, Data@Yahoo Lab, DATA.GOV.UK
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