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Lei Huang
Lei Huang
University of California, San Diego
Verified email at lsec.cc.ac.cn - Homepage
Title
Cited by
Cited by
Year
Homogenization for polynomial optimization with unbounded sets
L Huang, J Nie, YX Yuan
Mathematical Programming 200 (1), 105-145, 2023
222023
Optimality conditions for homogeneous polynomial optimization on the unit sphere
L Huang
Optimization Letters 17 (5), 1263-1270, 2023
102023
Finite convergence of moment-SOS relaxations with nonreal radical ideals
L Huang, J Nie, YX Yuan
SIAM Journal on Optimization 34 (4), 3399-3428, 2024
92024
Generalized truncated moment problems with unbounded sets
L Huang, J Nie, YX Yuan
Journal of Scientific Computing 95 (1), 15, 2023
92023
Sparse polynomial optimization with unbounded sets
L Huang, S Kang, J Wang, H Yang
SIAM Journal on Optimization 35 (2), 593-621, 2025
62025
On the Complexity of Matrix Putinar’s Positivstellensätz
L Huang
SIAM Journal on Optimization 35 (1), 567-591, 2025
62025
Finite convergence of the Moment-SOS hierarchy for polynomial matrix optimization
L Huang, J Nie
Mathematical Programming, 1-38, 2025
42025
Tightness of the matrix Moment-SOS hierarchy
L Huang, J Nie
arXiv preprint arXiv:2403.17241, 2024
32024
Lagrange multiplier expressions for matrix polynomial optimization and tight relaxations
L Huang, J Nie, J Wang, L Xie
arXiv preprint arXiv:2506.12579, 2025
22025
Optimization over the weakly Pareto set and multi-task learning
L Huang, J Nie, J Wang
arXiv preprint arXiv:2504.00257, 2025
22025
A finite-termination algorithm for testing copositivity over the positive semidefinite cone
L Huang, L Xie
arXiv preprint arXiv:2601.06648, 2026
2026
Moment-SOS relaxations for moment and tensor recovery problems
L Huang, J Nie, J Wang
arXiv preprint arXiv:2404.18332, 2024
2024
Bilevel Optimization for Hyperparameter Learning in Supporting Vector Machines
L Huang, J Nie, J Wang, S Zhong
Topology, Algebra, and Geometry in Data Science, 0
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Articles 1–13