Yong Zhuang

Conference Papers

  1. Y. Zhuang and O. Yağan. A Vector Threshold Model for the Simultaneous Spread of Correlated Influence, IEEE International Conference on Communications (ICC), Shanghai, China, May 2019.

  2. Y. Zhuang*, Y.-C. Juan*, G.-X. Yuan, and C.-J. Lin. Naive Parallelization of Coordinate Descent Methods and an Application on Multi-core L1-regularized Classification. ACM International Conference on Information and Knowledge Management (CIKM), Turin, Italy, 2018 (Supplementary materials, code for paper's experiments).

  3. R. Eletreby, Y. Zhuang, and O. Yağan, Evolution of Spreading Processes on Complex Networks, Information Theory and Applications Workshop (ITA), San Diego (CA), February 2018 (Invited).

  4. T. Yu, Y. Zhuang, O. J. Mengshoel, and O. Yağan, Hybridizing Personal and Impersonal Machine Learning Models for Activity Recognition on Mobile Devices, The 8th EAI International Conference on Mobile Computing, Applications and Services (MobiCASE), London, UK, December 2016.

  5. Y.-C. Juan, Y. Zhuang, W.-S. Chin, and C.-J. Lin. Field-aware factorization machines for CTR prediction, In Proceedings of ACM Recommender Systems (RecSys), Boston (MA), US, September 2016.

  6. Y. Zhuang and O. Yağan. Bond percolation in clustered multilayer networks, The Asilomar Conference on Signals, Systems, and Computers (ACSSC), Pacific Grove (CA), US, November 2015 (Invited).

  7. Y. Zhuang, W.-S. Chin, Y.-C. Juan, and C.-J. Lin. Distributed Newton Method for Regularized Logistic Regression, Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Ho Chi Minh, Vietnam, 2015.

  8. W.-S. Chin, Y. Zhuang, Y.-C. Juan, and C.-J. Lin. A Learning-rate Schedule for Stochastic Gradient Methods to Matrix Factorization, Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Ho Chi Minh, Vietnam, 2015.

  9. Y. Zhuang, W.-S. Chin, Y.-C. Juan, and C.-J. Lin. A Fast Parallel SGD for Matrix Factorization in Shared Memory Systems. In Proceedings of the ACM Recommender Systems (RecSys), 2013. (Best Paper Award).

  10. Y. Zhuang, G. Wisniewski, and F. Yvon. Non-linear Models for Confidence Estimation, In Proceedings of the Seventh Workshop on Statistical Machine Translation (WMT@NAACL-HLT), 2012.