Liu Liu

According to our database, Liu Liu authored at least 14 papers between 2016 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

CAA : Channelized Axial Attention for Semantic Segmentation.

Ye Huang, Wenjing Jia, Xiangjian He, Liu Liu, Yuxin Li, Dacheng Tao

CoRR, 2021

2020

On the Guaranteed Almost Equivalence between Imitation Learning from Observation and Demonstration.

Zhihao Cheng, Liu Liu, Aishan Liu, Hao Sun, Meng Fang, Dacheng Tao

CoRR, 2020

Deep Streaming Label Learning.

Zhen Wang, Liu Liu, Dacheng Tao

Proceedings of the 37th International Conference on Machine Learning, 2020

2019

Dualityfree Methods for Stochastic Composition Optimization.

Liu Liu, Ji Liu, Dacheng Tao

IEEE Trans. Neural Networks Learn. Syst., 2019

The Double-Accelerated Stochastic Method for Regularized Empirical Risk Minimization.

Liu Liu, Dacheng Tao

IEEE Trans. Emerg. Top. Comput. Intell., 2019

Quantum algorithm for finding the negative curvature direction in non-convex optimization.

Kaining Zhang, Min-Hsiu Hsieh, Liu Liu, Dacheng Tao

CoRR, 2019

2018

GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum Correntropy.

Kailing Guo, Liu Liu, Xiangmin Xu, Dong Xu, Dacheng Tao

IEEE Trans. Neural Networks Learn. Syst., 2018

Stochastic Second-order Methods for Non-convex Optimization with Inexact Hessian and Gradient.

Liu Liu, Xuanqing Liu, Cho-Jui Hsieh, Dacheng Tao

CoRR, 2018

Stochastically Controlled Stochastic Gradient for the Convex and Non-convex Composition problem.

Liu Liu, Ji Liu, Cho-Jui Hsieh, Dacheng Tao

CoRR, 2018

Stochastic Zeroth-order Optimization via Variance Reduction method.

Liu Liu, Minhao Cheng, Cho-Jui Hsieh, Dacheng Tao

CoRR, 2018

2017

Label Propagation via Teaching-to-Learn and Learning-to-Teach.

Chen Gong, Dacheng Tao, Wei Liu, Liu Liu, Jie Yang

IEEE Trans. Neural Networks Learn. Syst., 2017

Diversified dictionaries for multi-instance learning.

Maoying Qiao, Liu Liu, Jun Yu, Chang Xu, Dacheng Tao

Pattern Recognit., 2017

Duality-free Methods for Stochastic Composition Optimization.

Liu Liu, Ji Liu, Dacheng Tao

CoRR, 2017

2016

Sublinear Dual Coordinate Ascent for Regularized Loss Minimization.

Liu Liu, Dacheng Tao

Proceedings of the IEEE 16th International Conference on Data Mining, 2016