Limeng Cui

Ph.D. Candidate

PIKE research group

Pennsylvania State University

E343 Westgate Building, University Park, PA 16802

Email: lzc334 AT psu DOT edu

CV: [English Version] [中文版]

About Me

Thank you for dropping by my website! ♥
I am pursuing my second Ph.D. degree at College of Information Science and Technology, 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 and Prof. Philip S. Yu. Before that, I received my Bachelor degree in Software Engineering from Beijing Institute of Technology in June, 2013.

Research Interest

  • Healthcare: EHR, rare disease detection

  • Fake News Detection

  • Multimedia: cross-modal / multi-modal search

FAQ (if you're interested)

  • How did you get into university at age 14? I was admitted to the Experimental Class for Exceptionally Gifted Children in Beijing No. 8 High School when I was 10 years old. Here's the introduction page (in Chinese). After 4 years of study, I went to college at age 14.

  • Why do you pursue another PhD degree? Because there is still a lot for me to learn and improve when I was graduated. And I want to embrace more possibilities in life.

Publication

Conference Papers
  • SAME: Sentiment-Aware Multi-modal Embedding for Detecting Fake News
    Limeng Cui, Suhang Wang, and Dongwon Lee
    Proceedings of IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM), 2019 [Code]


  • dEFEND: Explainable Fake News Detection
    Kai Shu, Limeng Cui, Suhang Wang, Dongwon Lee, and Huan Liu
    Proceedings of ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2019 [Code]


  • 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 (Oral)
    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]


  • Real Time Social Attitude Expression Prediction
    Jiawei Zhang, Philip S. Yu, Charu C. Aggarwal and Limeng Cui
    BigData Congress, 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]


  • 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


Journal Papers
  • 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), 2019 [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


  • 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]


Workshop and Demo Papers
  • dEFEND: An Explainable Fake News Detection System
    Limeng Cui, Kai Shu, Suhang Wang, Dongwon Lee and Huan Liu
    Proceedings of ACM International Conference on Information and Knowledge Management (CIKM), 2019 [Demo]


Research Experiences

Honors and Awards

  • KDD Student Travel Award, 2019
  • Robert W. Graham Endowed Graduate Fellowship, 2018
  • 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
Top