Publication

2025

  • L. Cui, S. Yang, X. Zhang, X. Zhao, J. Yuan, Q. Wang, “An infeasible projection-type algorithm for finding nonnegative ground state solutions of nonlinear Schrödinger equations,” J. Comput. Appl. Math., 475, 117040.

  • H. Zhang, T.Z. Huang, X. Zhao, L. Cui, M.K. Ng, “Slice-Wise Irregular Tensor Decomposition and Its Application,” J. Sci. Comput., 104, 1–25.

  • R.N. Monemi, S. Gelareh, P.H. González, L. Cui, K. Bouamrane, Y. Dai, N. Maculan, “Graph Convolutional Networks for Logistics Optimization: A Survey of Scheduling and Operational Applications,” Transportation Research Part E: Logistics and Transportation Review, 197, 104083.

  • L. Cui, G. Guo, M. Ng, Q. Zou, Y. Qiu, “GSTRPCA: Irregular Tensor Singular Value Decomposition for Single-Cell Multi-Omics Data Clustering,” Briefings in Bioinformatics, 26, bba649.

  • Y. Xia, “Best Subset Selection: Optimal Pursuit for Feature Selection and Elimination,” ICML 2025 (to appear).

  • Y. Xia, “Globally Solving the Fractional Squared Least Squares Model for GPS Localization,” Numerical Algorithms, 99, 1855–1870.

  • Y. Xia, “Convergence Rate of Projected Subgradient Method with Time-Varying Step Sizes,” Optimization Letters, 19, 1027–1031.

  • Y. Xia, “Cubic NK-SVD: An Algorithm for Designing Parametric Dictionary in Frequency Estimation,” Signal Processing, 235, 110029.

  • Y. Xia, “Inertial Accelerated Stochastic Mirror Descent for Large-Scale Generalized Tensor CP Decomposition,” Computational Optimization and Applications, 91, 201–233.

  • Y. Xia, “Numerical Range of Real-Valued Linear Mapping on Complex Stiefel Manifold,” Linear Algebra and its Applications, 710, 95–110.

2024
  • R.N. Monemi, S. Gelareh, N. Maculan, “Neural Benders Decomposition for Mixed-Integer Programming,” TOP, Springer (Online).
  • R.N. Monemi, S. Gelareh, N. Maculan, W. Chen, “A Neural Branch-and-Price for Truck Scheduling in Cross-Docks,” Science China Mathematics, Springer (Online).
  • R.N. Monemi, S. Gelareh, N. Maculan, “Solution Algorithms for Dock Scheduling and Truck Sequencing in Cross-Docks,” Computers & Operations Research, 2024.
  • R.N. Monemi, S. Gelareh, N. Maculan, “A Machine Learning Based Cut-Branch-and-Benders for Dock Assignment and Truck Scheduling,” Transportation Research Part E, 178, October 2023 (Online in 2024).
  • H. Karimi, et al., “User Preferences in Ride-Sharing Mathematical Models for Enhanced Matching,” Scientific Reports, 14(1), 27338.
  • H. Karimi, et al., “Enhancing Efficiency in Delivering Petroleum Products,” International Journal of Management Science and Engineering Management, 1–24.
  • H. Karimi, et al., “Technicians Scheduling and Routing for Elevator Maintenance,” Expert Systems with Applications, 235, 121133.
  • Y. Xia, “Linear Programming on the Stiefel Manifold,” SIAM Journal on Optimization, 34(1), 718–741.
  • Y. Xia, “A Family of Barzilai–Borwein Step Lengths,” Computational Optimization and Applications, 87, 1011–1031.
  • R. Beard, “Recursive Deep Learning Framework for Forecasting the Decadal World Economic Outlook,” IEEE Access, 12, 152921–152944.
  • Julie-Anne Kerandel et al., “Implications of Climate Change for Fisheries and Aquaculture,” SPC Book Chapter, forthcoming.
2023

  • R.N. Monemi, S. Gelareh, N. Maculan, “Machine Learning-Based Branch-Cut-and-Benders for Dock Assignment and Truck Scheduling,” Transportation Research Part E, 178.
  • H. Karimi, N. Bakmohammadi, H. Vahdani, “Optimal Policy of Ordering Blood Units in Hospitals,” Transfusion and Apheresis Science, 62(2), 103529.
  • Y. Xia, “Calabi–Polyak Convexity Theorem, Yuan’s Lemma and S-Lemma,” Journal of Global Optimization, 85(3), 743–756.
  • Y. Xia, “An Indefinite Proximal Subgradient-Based Algorithm for Nonsmooth Composite Optimization,” Journal of Global Optimization, 87, 533–550.
  • R. Beard, “Economics of Fisheries Licenses,” University of Copenhagen Conference Paper, Oct 2023.
2022

 

  • R.N. Monemi, S. Gelareh, N. Maculan, “Dock Assignment and Truck Scheduling Problem,” Transportation Research Part E, 2022.

  • H. Karimi, Z. Nikkhah-Farkhani, “Performance Appraisal of Knowledge Workers Using Augmented ARAS,” IEEE Transactions on Engineering Management, 69(5), 2285–2295.

  • Y. Xia, “Trust-Region Subproblem and Extension,” SIAM Journal on Optimization, 33(1), 267–293.

  • Y. Xia, “Toward Nonquadratic S-Lemma,” Journal of Optimization Theory and Applications, 194(1), 353–363.

  • M. Li, W. Li, “Nonconvex Multi-View Subspace Clustering,” Inverse Problems, 38:105008.

2021

  • R.N. Monemi, S. Gelareh, A. Nagih, N. Maculan, “Multiple Allocation Hub Location Problem with Serial Demand,” Transportation Research Part E, 2021.

  • H. Karimi, M. Fallahtafti, E. Ardjmand, “Time Slot Management in Pickup and Delivery Problems,” Computers & Industrial Engineering, 159, 107512.

  • Y. Xia, “Chebyshev Center of the Intersection of Balls: Complexity, Relaxation, and Approximation,” Mathematical Programming, 187(1–2), 287–315.

  • Y. Xia, “Semidefinite Relaxation for Total Least Squares,” Optimization, 70(2), 251–268.

  • M. Li, W. Li, “Tensor Robust Principal Component Analysis,” Journal of Scientific Computing, 89:67.

2020

  • R.N. Monemi, D. Jones, A. Nagih, S. Gelareh, “Bi-Objective Load Balancing Multiple Allocation Hub Location: A Compromise Programming Approach,” Annals of Operations Research, 2020.

  • H. Karimi, A. Ramezanzade, “Hybrid Decision-Making Framework to Rank Power Supply Systems,” Sustainable Energy Technologies and Assessments, 41, 100779.

  • H. Karimi, S. Beigi, “Optimal Allocation of City Districts to Emergency Resettlement Sites,” Industrial Management Journal, 12(1), 82–110.

  • Y. Xia, “Globally Minimizing the Sum of a Convex–Concave Fraction and a Convex Function,” Journal of Global Optimization, 77(2), 301–318.