Limeng Cui

Ph.D. Student

PIKE research group

The Pennsylvania State University

E301 Westgate Building, University Park, PA 16802

Email: lzc334@ist.psu.edu

CV: [English Version] [中文版]

About Me

I am pursuing my second Ph.D. degree at College of Information Science and Technology, The Pennsylvania State University, supervised by Prof. Dongwon Lee. I received a Ph.D. degree in Computer Applied Technology at School of Computer and Control Engineering, University of Chinese Academy Sciences in 2018, supervised by Prof. Yong Shi. Before that, I received my Bachelor degree in Software Engineering from Beijing Institute of Technology in June, 2013.

Research Interest

  • Machine Learning: learning from label proportions, multi-view learning, deep learning
  • Computer Vision: contour detection, multimodal learning
  • Network Analysis: network embedding, community detection

Selected Publication [DBLP]

  • Multi-view Fusion through Cross-modal Retrieval
    Limeng Cui, Zhensong Chen, Jiawei Zhang, Lifang He, Yong Shi and Philip S. Yu
    Proceedings of IEEE International Conferenceon Image Processing (ICIP), 2018 [Code]


  • Multi-view Collective Tensor Decomposition for Cross-modal Hashing
    Limeng Cui, Zhensong Chen, Jiawei Zhang, Lifang He, Yong Shi and Philip S. Yu
    Proceedings of ACM International Conference on Multimedia Retrieval (ICMR), 2018 [Code]


  • Learning with label proportions based on nonparallel support vector machines
    Zhensong Chen, Zhiquan Qi, Bo Wang, Limeng Cui, Fan Meng and Yong Shi
    Knowledge Based Systems (KBS), 2017


  • Inverse extreme learning machine for learning with label proportions
    Limeng Cui, Jiawei Zhang, Zhensong Chen, Yong Shi and Philip S. Yu
    Proceedings of IEEE International Conference on Big Data (BigData), 2017 [Code]


  • Learning from Label Proportions with Pinball Loss
    Yong Shi, Limeng Cui (Main Contributor), Zhensong Chen and Zhiquan Qi
    International Journal of Machine Learning and Cybernetics (IJMLC), 2017 (online) [Code]


  • BL-ECD: Broad Learning based Enterprise Community Detection via Hierarchical Structure Fusion
    Jiawei Zhang, Limeng Cui, Philip S. Yu and Yuanhua Lv
    Proceedings of ACM International Conference on Information and Knowledge Management (CIKM), 2017


  • BL-MNE: Emerging Heterogeneous Social Network Embedding Through Broad Learning with Aligned Autoencoder
    Jiawei Zhang, Congying Xia, Chenwei Zhang, Limeng Cui, Yanjie Fu and Philip S. Yu
    Proceedings of IEEE International Conference on Data Mining (ICDM), 2017


  • Automatic Road Crack Detection Using Random Structured Forests
    Yong Shi, Limeng Cui (Main Contributor), Zhiquan Qi, Fan Meng and Zhensong Chen
    IEEE Transactions on Intelligent Transportation Systems (T-ITS), (2016) [Code][Dataset]


  • Laplacian SVM for Learning from Label Proportions
    Limeng Cui, Zhensong Chen, Fan Meng and Yong Shi
    IEEE International Conference on Data Mining Workshops, (ICDMW), 2016


  • Pavement Distress Detection Using Random Decision Forests
    Limeng Cui, Zhiquan Qi, Zhensong Chen, Fan Meng and Yong Shi
    Proceedings of International Conference on Data Science, (ICDS), 2015


  • A Hierarchy Method Based on LDA and SVM for News Classification
    Limeng Cui, Fan Meng, Yong Shi, Minqiang Li and An Liu
    IEEE International Conference on Data Mining Workshops, (ICDMW), 2014


Research Experiences

  • Aug. 2018 – Present
    PIKE research group @ PSU, Research Assistant
    Supervisor: Prof. Dongwon Lee


  • Sep. 2013 – June. 2018
    Research Center on Fictitious Economy & Data Science @ CAS, Research Assistant
    Research Topic: Weakly labeled learning with applications to computer vision.
    Supervisor: Prof. Yong Shi


  • Oct. 2016 – Nov. 2017
    Big Data and Social Computing Lab @ UIC, Student Intern
    Research Topic: Heterogeneous data fusion and multi-view learning with applications tocomputer vision.
    Supervisor: Prof. Philip S. Yu


Honors and Awards

  • Scholarship of China Scholarship Council, 2016
  • Outstanding student of UCAS, 2014
  • Second Prize, Scholarship of BIT, 2013
  • Honorable Mention, American Mathematical Contest in Modeling, 2012
  • Second Prize, Scholarship of BIT, 2012
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