Publications

Publications

Preprints 

  1. Yang, Y. (2023). DeLuxing: deep Lagrangian underestimate fixing for column-generation-based exact methods. Under major revision at Operations Research.
  2. You, Z., Yang, Y., Wang, X., Yin, W. (2023). Two-stage learning to branch in branch-price-and-cut algorithms for solving vehicle routing problems exactly. Under 1st round review at Operations Research.
  3. Wang, Z., Zhu, R., Ding, J., Yang, Y., You, K. (2022). An exact method for the daily package shipment problem with outsourcing. Under 1st round review at Transportation Research Part E: Logistics and Transportation Review.
  4. Liu, H., Yang, Y. (2021). A dimension-insensitive algorithm for stochastic zeroth-order optimization. Under revision.

Working Papers

  1. Wang, Z., Yang, Y. (2023). Open vehicle routing problem with split deliveries and partial outsourcing: formulations and an exact method. Abstract accepted by TSL Conference. Journal article to be submitted to Transportation Science.
  2. Cao, Y., Jin, X., Yang, Y. (2023). Rebalancing an e-scooter sharing system with en route charging capability. Abstract accepted by TSL Conference. Journal article to be submitted to Transportation Science.

Journal Publications By Topics

  • Supply chain and logistics
  1. Yang, Y. (2023). An exact price-cut-and-enumerate method for the capacitated multi-trip vehicle routing problem with time windows.  Transportation Science, 57 (1), 230-251.
  2. Yang, Y., Yan, C., Cao, Y., Roberti, R. (2023). Planning robust drone-truck delivery routes under road traffic uncertainty. European Journal of Operational Research, 309 (3), 1145-1160.
  3. Yang, Y., Ridouane, Y., Boland, N., Erera, A., Savelsbergh, M. (2022). Substitution-based equipment balancing in service networks with multiple equipment types. European Journal of Operational Research, 300 (3), 966-978.
  4. Chen, X., Yang, Y., Wang, J., Song, J., He, G.,(2023). Battery valuation and management for battery swapping station. Energy, 128120.
  5. Chen, X., Yang, Y., Song, J., Wang, J., He, G.,(2023). Hybrid energy storage system optimization with battery charging and swapping coordination. IEEE Transactions on Automation Science and Engineering, in press.
  • Integer programming
  1. Yang, Y., Boland, N., Dilkina, B., Savelsbergh, M. (2022). Learning generalized strong branching for set covering, set packing and 0-1 knapsack problems. European Journal of Operational Research, 301 (3), 828-840.
  2. Yang, Y., Boland, B., Savelsbergh, M. (2021). Multivariable branching: A 0-1 knapsack problem case study. INFORMS Journal on Computing, 33 (4), 1354-1367.
  • Continuous optimization theory
  1. Lan, G., Yang, Y. (2019). Accelerated stochastic algorithms for nonconvex finite-sum and multi-block optimization. SIAM Journal on Optimization, 29 (4), 2753–2784.
  • Radiation therapy
  1. Tseng, W., Liu, H., Yang, Y., Liu, C., Furutani, K., Beltran, C., Lu, B. (2023). Performance assessment of variant UNet-based deep-learning dose engines for MR-Linac-based prostate IMRT plans. Physics in Medicine & Biology, in press.
  2. Tseng, W., Liu, H., Yang, Y., Liu, C., Lu, B. (2022). An ultra-fast deep-learning-based dose engine for prostate VMAT via knowledge distillation framework with limited patient data. Physics in Medicine & Biology, 68 (1), 015002.
  3. Wang, Y., Liu, H., Yang, Y., Lu, B. (2022). A practical algorithm for VMAT optimization using column generation techniques. Medical Physics, 49 (7), 4335-4352.
  4. Yang, Y., Dong, B., Wen, Z. (2017). Randomized algorithms for high quality treatment planning in volumetric modulated arc therapy. Inverse Problems, 33 (2), 025007.

REFEREED Conference Publications

  1. He, G., Chen, X., Yang, Y., Wang, J., Song, J. (2022). Hybrid portable and stationary energy storage systems with battery charging and swapping coordination. 2022 IEEE/IAS Industrial and Commercial Power System Asia (I&CPS Asia), pp. 1465-1479. IEEE, 2022. —Best Paper Award.
  2. Zhang, X., Yang, Y., Cochran, A. L., McDonald, N., Zhao, X. (2021). Optimizing demand-responsive paratransit operations: A mixed integer programming approach. 2021 55th Annual Conference on Information Sciences and Systems (CISS), pp. 1-6. IEEE, 2021.