Journal Papers

1. Simge Küçükyavuz, Ali Shojaie, Hasan Manzour, Linchuan Wei, Hao-Hsiang Wu, “Consistent second-Order conic integer programming for learning Bayesian networks,” Journal of Machine Learning Research, conditional accept, 2023. pdf

2. Linchuan Wei, Alper Atamtürk, Andrés Gómez, Simge Küçükyavuz, “On the convex hull of convex quadratic optimization problems with indicators,” Mathematical Programming, forthcoming, 2023. pdf

3. Linchuan Wei, Andrés Gómez, Simge Küçükyavuz, “Ideal formulations for constrained convex optimization problems with indicator variables,” Mathematical Programming, 192(1-2), 57-88, 2022. pdf

4. Shiqian Ma, Fei Wang, Linchuan Wei, Henry Wolkowicz, “Robust principal component analysis using facial reduction,” Optimization and Engineering, 21, 1195–1219, 2020. pdf

Conference Papers

1. Linchuan Wei, Andrés Gómez, Simge Küçükyavuz, “On the convexification of constrained quadratic optimization problems with indicator variables,” International Conference on Integer Programming and Combinatorial Optimization, IPCO 2020, Lecture Notes in Computer Science, vol 12125. Springer, Cham. pdf