A proximal algorithm for sampling from non-smooth potentials J Liang, Y Chen 2022 Winter Simulation Conference (WSC), 3229-3240, 2022 | 20 | 2022 |
Stability analysis for periodic solutions of the Van der Pol–Duffing forced oscillator J Cui, J Liang, Z Lin Physica Scripta 91 (1), 015201, 2015 | 16 | 2015 |
A doubly accelerated inexact proximal point method for nonconvex composite optimization problems J Liang, RDC Monteiro arXiv preprint arXiv:1811.11378, 2018 | 12 | 2018 |
A proximal bundle variant with optimal iteration-complexity for a large range of prox stepsizes J Liang, RDC Monteiro SIAM Journal on Optimization 31 (4), 2955-2986, 2021 | 11 | 2021 |
An Average Curvature Accelerated Composite Gradient Method for Nonconvex Smooth Composite Optimization Problems J Liang, RDC Monteiro SIAM Journal on Optimization 31 (1), 217–243, 2021 | 10 | 2021 |
A proximal algorithm for sampling J Liang, Y Chen arXiv preprint arXiv:2202.13975, 2022 | 8 | 2022 |
A FISTA-type accelerated gradient algorithm for solving smooth nonconvex composite optimization problems J Liang, RDC Monteiro, CK Sim Computational Optimization and Applications 79 (3), 649-679, 2021 | 8 | 2021 |
Early termination of convex QP solvers in mixed-integer programming for real-time decision making J Liang, S Di Cairano, R Quirynen IEEE Control Systems Letters 5 (4), 1417-1422, 2020 | 8 | 2020 |
A unified analysis of a class of proximal bundle methods for solving hybrid convex composite optimization problems J Liang, RDC Monteiro Mathematics of Operations Research, 2023 | 7 | 2023 |
A single cut proximal bundle method for stochastic convex composite optimization J Liang, V Guigues, RDC Monteiro Mathematical Programming, 1-36, 2023 | 2 | 2023 |
A proximal algorithm for sampling from non-convex potentials J Liang, Y Chen arXiv preprint arXiv:2205.10188, 2022 | 2 | 2022 |
Nesterov smoothing for sampling without smoothness J Fan, B Yuan, J Liang, Y Chen 2023 62nd IEEE Conference on Decision and Control (CDC), 5313-5318, 2023 | 1 | 2023 |
On a class of gibbs sampling over networks B Yuan, J Fan, J Liang, A Wibisono, Y Chen The Thirty Sixth Annual Conference on Learning Theory, 5754-5780, 2023 | 1 | 2023 |
Proximal bundle methods for hybrid weakly convex composite optimization problems J Liang, RDC Monteiro, H Zhang arXiv preprint arXiv:2303.14896, 2023 | 1 | 2023 |
Ship Roll Behaviour in Large Amplitude Beam Waves J Liang, Z Lin ASME 2015 34th International Conference on Ocean, Offshore and Arctic …, 2015 | 1 | 2015 |
On Independent Samples Along the Langevin Diffusion and the Unadjusted Langevin Algorithm J Liang, S Mitra, A Wibisono arXiv preprint arXiv:2402.17067, 2024 | | 2024 |
Variance Reduction and Low Sample Complexity in Stochastic Optimization via Proximal Point Method J Liang arXiv preprint arXiv:2402.08992, 2024 | | 2024 |
Average curvature FISTA for nonconvex smooth composite optimization problems J Liang, RDC Monteiro Computational Optimization and Applications 86 (1), 275-302, 2023 | | 2023 |
Controller with early termination in mixed-integer optimal control optimization R Quirynen, J Liang, S Di Cairano US Patent 11,340,899, 2022 | | 2022 |
Design and Analysis of Algorithms for Composite Optimization J Liang Georgia Institute of Technology, 2022 | | 2022 |