Research Publications

  1. Structured Nonconvex and Nonsmooth Optimization: Algorithms and Iteration Complexity Analysis.
    B Jiang*, T Lin, S Ma and S Zhang.
    Computational Optimization and Applications, 2019.

  2. Preface: Special Issue on Optimization Algorithms and Applications.
    D Ge, ZW Wen, YX Yuan.
    Journal of the Operations Research Society of China, 2019.

  3. Intelligent Site Selection for Bricks-and-Mortar Stores.
    D Ge, L Hu, B Jiang, G Su and X Wu.
    Modern Supply Chain Research and Applications, 2019.

  4. Supervised User Ranking in Signed Social Networks.
    X Li, H Fang, J Zhang.
    AAAI, CCF A, 2019.

  5. Deep Learning-based Sequential Recommender Systems: Concepts, Algorithms, and Evaluations.
    H Fang, G Guo, D Zhang, Y Shu.
    ICWE tutorial, CCF C, 2019.

  6. Exploring Human-Like Reading Strategy for Abstractive Text Summarization.
    M Yang, Q Qu, WT Tu, Y Shen, Z Zhao, XJ Chen.
    Proceedings of the 33rd AAAI Conference on Artifi cial Intelligence (AAAI), 2019.

  7. On doubly positive semidefinite programming relaxations.
    T Fu, D Ge, Y Ye.
    Journal of Computational Mathematics, 2018.

  8. A nonasymptotic approach to analyzing kidney exchange graphs.
    Y Ding, D Ge, S He, CT Ryan.
    Operations Research, 2018.

  9. A tractable discrete fractional programming: application to constrained assortment optimization.
    T Xie, D Ge.
    Journal of Combinatorial Optimization, 2018.

  10. Approximation algorithms for optimization of real-valued general conjugate complex forms.
    T Fu, B Jiang*, and Z Li.
    Journal of Global Optimization, 2018.

  11. On the Information-Adaptive Variants of the ADMM: an Iteration Complexity Perspective.
    X Gao, B Jiang*, and S Zhang.
    Journal of Scientific Computing, 2018.

  12. Highly accurate model for prediction of lung nodule malignancy with CT scans.
    J Causey, J Zhang, S Ma, B Jiang, J Qualls, D Politte, F Prior, S Zhang, and X Huang.
    Scientific Reports, 2018.

  13. Low-M-Rank Tensor Completion and Robust Tensor PCA.
    B Jiang, S Ma, and S Zhang.
    IEEE Journal of Selected Topics in Signal Processing, 2018.

  14. Approximation Algorithms for Capacitated Perishable Inventory Systems with Positive Lead Times.
    XL Chao, XT Gong, C Shi, CL Yang, HA Zhang, SX Zhou.
    Management Science, 2018.

  15. A Generalized Stereotype Learning Approach and its Instantiation in Trust Modeling.
    H Fang, J Zhang, M Sensoy.
    ECRA, 2018.

  16. SCNetworkViz: AWeb-Based System for Interactive Visualization of Supply Chain Network.
    YH Liu, H Fang, Y Bao.
    WITS demo, 2018.

  17. Learning from Mistakes: Constructing and Mining Misdiagnosis Database to Reduce Cognitive Error.
    H Fang, H Huang, G Li, Y Li.
    ICIS, 2018.

  18. FILE: A Novel Framework for Predicting Social Status in Signed Networks.
    X Li, H Fang, J Zhang.
    AAAI, CCF A, 2018.

  19. Who is Your Best Friend?: Ranking Social Network Friends According to Trust Relationship.
    X Li, H Fang, Q Yang, J Zhang.
    UMAP, 2018.

  20. A Stock-movement Aware Approach for Discovering Investors’ Personalized Preferences in Stock Markets.
    J Chang, WT Tu.
    Proceedings of the 30th IEEE International Conference on Tools with Artifi cial Intelligence(ICTAI), 2018.

  21. Personalized Response Generation by Dual-learning based Domain Adaptation.
    M Yang, WT Tu, Q Qu, Z Zhao, X Chen, J Zhu.
    Neural Networks, 2018.

  22. Investment Recommendation by Discovering High-quality Opinions in Investor based Social Networks.
    WT Tu, M Yang, DW Cheung, N Mamoulis.
    Information Systems(Elsevier), 2018.

  23. MARES: Multitask Learning Algorithm for Web Scale Real-time Text Summarization.
    M Yang, WT Tu, Q Qu, K Lei, X Chen, J Zhu, Y Shen.
    World Wide Web Journal (WWWJ), 2018.

  24. Nonsmooth Variants of Powell’s BFGS Convergence Theorem.
    JY Guo∗, AS LEWIS†.
    SIAM Journal on Optimization, 2018.

  25. Measuring and Testing for Interval Quantile Dependence.
    L Zhu, YW Zhang, K Xu.

  26. An improved algorithm for L2-Lp minimization problem.
    D Ge, R He, S He.
    Mathematical Programming, 2017.

  27. On New Classes of Nonnegative Symmetric Tensors.
    Bilian Chen, Simai He, Zhening Li, Shuzhong Zhang.
    Siam Journal on Optimization, 2017.

  28. Tensor and Its Tucker Core: the Invariance Relationships.
    B. Jiang, F. Yang and S. Zhang
    Numerical Linear Algebra with Applications, 2017.

  29. On Cones of Nonnegative Quartic Forms.
    B. Jiang, Z. Li, and S. Zhang.
    Journal of Foundations of Computational Mathematics, 2017.

  30. An improved algorithm for fixed-hub single allocation problems.
    D Ge, ZZ Wang, L Wei, JW Zhang.
    Journal of the Operations Research Society of China, 2017.

  31. Strong NP-hardness result for sparse optimization with concave penalty functions.
    D Ge, Z Wang, Y Ye, H Yin.
    In International Conference on Machine Learning, 2017.

  32. A NonCooperative Approach to Cost Allocation in Joint Replenishment.
    SM He, Sethuraman J, X Wang, JW Zhang.

  33. Mitigating Inventory Overstocking: Optimal Order-up-to Level to Achieve a Target Fill Rate over a Finite Horizon.
    Y Tan, AA Paul, Q Deng, L Wei.

  34. Rethinking the Link Prediction Problem in Signed Social Networks.
    X Li, H Fang, J Zhang.
    AAAI student abstract program, 2017.

  35. A Feature-based Approach for the Redefined Link Prediction Problem in Signed Networks.
    X Li, H Fang, J Zhang.
    ADMA, 2017.

  36. Activity Recommendation with Partners.
    WT Tu, DW Cheung, N Mamoulis, M Yang, Z Lu.
    ACM Transactions on the Web (TWEB), 2017.

  37. More Focus on What You Care About: Personalized Top Reviews Set.
    WT Tu, DW Cheung, N Mamoulis.
    Neurocomputing, 2017.

  38. A Topic Drift Model for Authorship Attribution.
    M Yang, X Chen, WT Tu, Z Lu, J Zhu, Q Fin.
    Neurocomputing, 2017.

  39. Personalized Location Recommendation by Aggregating Multiple Recommenders in Diversity.
    Z Lu, H Wang, N Mamoulis, WT Tu, DW Cheung.
    Geoinformatica, 2017.

  40. Detecting Time Synchronization Attacks in Cyber-Physical Systems with Machine Learning Techniques.
    J Wang, WT Tu, LCK Hui, SM Yiu, EK Wang.
    IEEE Proceedings of the 37th International Conference on Distributed Computing Systems (ICDCS), 2017.

  41. Attention Based LSTM for Target Dependent Sentiment Classifi cation.
    M Yang, WT Tu, J Wang, F Xu, X Chen.
    Proceedings of the 31st AAAI Conference on Artifi cial Intelligence( AAAI), 2017.

  42. Efficient Dimension Reduction for Multivariate Response Data.
    YW Zhang, L Zhu, Y Ma.

    YW Zhang, L Zhu.

  44. Continuous-review (r, nQ) policies for inventory systems with dual delivery modes.
    S. X. Zhou, Chaolin Yang(Corresponding author).
    Operations Research, 2016.

  45. SparRec: An effective matrix completion framework of missing data imputation for GWAS.
    B. Jiang, S. Ma, M. P. Hardin, L. Qiao, J. Causey, I. Bitts, D. Johnson, S. Zhang* and X. Huang*
    Scientific Reports: A Journal of the Nature Publishing Group, 2016.

  46. A Note on Semidefinite Programming Relaxations for Polynomial Optimization over A Single Sphere.
    J. Hu, B. Jiang, X. Liu and Z. Wen
    Science China Mathematics, 2016.

  47. Characterizing Real-Valued Multivariate Complex Polynomials and Their Symmetric Tensor Representations.
    B. Jiang, Z. Li, and S. Zhang
    SIAM Journal on Matrix Analysis and Applications, 2016.