Yanli Liu
Yanli Liu
Senior MLE@Shein Technology
Verified email at - Homepage
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An improved analysis of stochastic gradient descent with momentum
Y Liu, Y Gao, W Yin
34th Conference on Neural Information Processing Systems (NeurIPS 2020), 2020
An Improved Analysis of (Variance-Reduced) Policy Gradient and Natural Policy Gradient Methods
Y Liu, K Zhang, T Başar, W Yin
34th Conference on Neural Information Processing Systems (NeurIPS 2020), 2020
Acceleration of primal–dual methods by preconditioning and simple subproblem procedures
Y Liu, Y Xu, W Yin
Journal of Scientific Computing 86 (2), 21, 2021
A new use of Douglas–Rachford splitting for identifying infeasible, unbounded, and pathological conic programs
Y Liu, EK Ryu, W Yin
Mathematical Programming, 1-29, 2017
Douglas–Rachford splitting and ADMM for pathological convex optimization
EK Ryu, Y Liu, W Yin
Computational Optimization and Applications 74 (3), 747-778, 2019
Breaking the Span Assumption Yields Fast Finite-Sum Minimization
R Hannah, Y Liu, D O'Connor, W Yin
32nd Conference on Neural Information Processing Systems (NeurIPS 2018 …, 2018
An envelope for Davis–Yin splitting and strict saddle-point avoidance
Y Liu, W Yin
Journal of Optimization Theory and Applications 181, 567-587, 2019
Decentralized learning with lazy and approximate dual gradients
Y Liu, Y Sun, W Yin
IEEE Transactions on Signal Processing 69, 1362-1377, 2021
Acceleration of SVRG and Katyusha X by Inexact Preconditioning
Y Liu, F Feng, W Yin
36th International Conference on Machine Learning, 2019
SMOF: squeezing more out of filters yields hardware-friendly CNN pruning
Y Liu, B Guan, W Li, Q Xu, S Quan
CAAI International Conference on Artificial Intelligence, 242-254, 2022
Reconstruction of cell focal adhesions using physical constraints and compressive regularization
JC Chang, Y Liu, T Chou
Biophysical journal 113 (11), 2530-2539, 2017
FreeControl: Training-Free Spatial Control of Any Text-to-Image Diffusion Model with Any Condition
S Mo, F Mu, KH Lin, Y Liu, B Guan, Y Li, B Zhou
arXiv preprint arXiv:2312.07536, 2023
Vision Backbone Enhancement via Multi-Stage Cross-Scale Attention
L Shang, Y Liu, Z Lou, S Quan, N Adluru, B Guan, WA Sethares
arXiv preprint arXiv:2308.05872, 2023
SimHaze: game engine simulated data for real-world dehazing
Z Lou, H Xu, F Mu, Y Liu, X Zhang, L Shang, J Li, B Guan, Y Li, YH Hu
arXiv preprint arXiv:2305.16481, 2023
Hybrid Domain Convolutional Neural Network for Memory Efficient Training
B Guan, Y Liu, J Zhang, WA Sethares, F Liu, Q Xu, W Li, S Quan
CAAI International Conference on Artificial Intelligence, 227-239, 2021
Operator Splitting Methods for Convex and Nonconvex Optimization
Y Liu
UCLA (Ph.D. Thesis), 2020
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