Research
Research
Publications
[1] Jiang, N., Xie, W. (2022) ALSO-X and ALSO-X+: Better Convex Approximations for Chance Constrained Programs. Operations Research 70(6):3581-3600. [Paper][Preprint]
[2] Jiang, N., Xie, W. (2024) Distributionally Favorable Optimization: A Framework for Data-driven Decision-making with Endogenous Outliers. SIAM Journal on Optimization 34(1):419–458. [Paper] [Preprint]
[3] Jiang, N., Xie, W. (2025) The Terminator: An Integration of Inner and Outer Approximations for Solving Wasserstein Distributionally Robust Chance Constrained Programs via Variable Fixing. INFORMS Journal on Computing 37(2):381–412. [Paper][Preprint]
[4] Jiang, N., Xie, W. (2025) ALSO-X#: Better Convex Approximations for Distributionally Robust Chance Constrained Programs. Mathematical Programming 213:575–638. [Paper] [Preprint]
[5] Han, D., Jiang, N., Dey, S., Xie, W. (2025) Regularized MIP Model for Integrating Energy Storage Systems and its Application for Solving a Trilevel Interdiction Problem. INFORMS Journal on Computing. [Paper][Preprint]
[6] Li, S., Jiang, N., Chen, Y., Xie, W., Lou, W., Hou, T. (2024) MU-MIMO Beamforming with Limited Channel Data Samples. IEEE Journal on Selected Areas in Communications 42(11):3032-3047. [Paper]
[7] Acharya, S., Li, S., Wu, Y., Jiang, N., Xie, W., Lou, W., Hou, T. (2025) A New Approach to Tackle Channel Uncertainty with Limited Data Samples. IEEE Wireless Communications. [Paper]
[8] Acharya, S., Li, S., Jiang, N., Wu, Y., Xie, W., Lou, W., Hou, T. (2025) Real-time Scheduling for GAA Users' Coexistence in CBRS Using O-RAN Architecture. IEEE Transactions on Cognitive Communications and Networking. [Paper]
[9] Li, S., Jiang, N., Li, C., Acharya, S., Wu, Y., Xie, W., Lou, W., Hou, T. (2025) Real-time MU-MIMO Beamforming with Limited Channel Samples in 5G Networks. IEEE Transactions on Mobile Computing. [Paper]
[10] Acharya, S., Li, S., Wu, Y., Jiang, N., Lou, W., Hou, T. (2025) Spectrum-Efficient Solution with Data Rate Guarantees in 5G/Next-G Networks. IEEE Internet of Things Journal. [Paper]
Papers Under Review
[1] Jiang, N., Xie, W. (2025) On Tractability, Complexity, and Mixed-Integer Convex Programming Representability of Distributionally Favorable Optimization. Minor Revision at Mathematical Programming. [Preprint]
[2] Jiang, N., Chen, R. (2025) Scaling the CVaR Approximation for Solving Chance Constrained Programs. Reject and Resubmit at Operations Research.
[3] Chen, R., Liu, D., Jiang, N., Gupta, R., Kilinc M., Lodi A. (2025) Learning Large Neighborhood Search for Maritime Inventory Routing Optimization. Major Revision at International Transactions in Operational Research. [Preprint]
Book Chapters
[1] Jiang, N., Xie, W. (2023) Distributionally Robust Two-stage Linear Programs with Wasserstein Distance: Tractable Formulations. Encyclopedia of Optimization. [Paper]