Research

Publications [Google Scholar] (*) Corresponding Author; Names in Bold: Ph.D. students under advisory

• Byeon, G., Ryu, M.*, Di, Z., & Kim, K. (2025). Federated Image Reconstruction using Multimodal Tomographic Data. arXiv preprint.

• Byeon, G.* (2025). Comparative Analysis of Two-Stage Distributionally Robust Optimization over 1-Wasserstein and 2-Wasserstein Balls. arXiv preprint. 

• Byeon, G.*, Fang, K., & Kim, K. (In press) Two-Stage Distributionally Robust Conic Linear Programming over 1-Wasserstein Balls. SIAM Journal on Optimization, Forthcoming.

• Ryu, M.*, Byeon, G., & Kim, K. (2025). A GPU-Accelerated Distributed Algorithm for Optimal Power Flow in Distribution System. In 2025 IEEE International Parallel & Distributed Processing Symposium (IPDPS).

• Byeon, G.*, Ryu, M., & Kim, K. (2024). Linearized optimal power flow for multiphase radial networks with delta connections. In 2024 Power Systems Computation Conference (PSCC). Electric Power Systems Research, 235, 110689. 

• Byeon, G.* & Kim, K. (2024). Distributionally Robust Decentralized Volt-Var Control with Network Reconfiguration. IEEE Transactions on Smart Grid, 15(5), 4705-4718.

• Sen, A.*, Byeon, G., Roy, S., & Basu, K. (2023, May). Delay constrained communication network design for pmu to multiple control center data transfer. In ICC 2023-IEEE International Conference on Communications (pp. 4100-4105). IEEE.

• Byeon, G.* & Van Hentenryck, P. (2022). Benders subproblem decomposition for bilevel problems with convex follower. INFORMS Journal on Computing, 34(3), 1749-1767.

• Byeon, G., Van Hentenryck, P.*, Bent, R., & Nagarajan, H. (2020). Communication-Constrained Expansion Planning for Resilient Distribution Systems. INFORMS Journal on Computing, 32.4, 855-1186. 

• Byeon, G.* & Van Hentenryck, P. (2019). Unit Commitment with Gas Network Awareness. IEEE Transactions on Power Systems, 35.2, 1327-1339.

• Hong, S.-P., Kim, K. M.*, Byeon, G., & Min, Y. -H. (2017). A Method to Directly Derive Taste Heterogeneity of Travelers’ Route Choice in Public Transport from Observed Routes. Transportation Research Part B: Methodological, 95, 41-52.