Zhaoqiang Liu
National University of Singapore
H-index: 9
Asia-Singapore
Top articles of Zhaoqiang Liu
Efficient Algorithms for Non-gaussian Single Index Models with Generative Priors
AAAI Conference on Artificial Intelligence (AAAI)
2024/3/24
Junren Chen
H-Index: 4
Zhaoqiang Liu
H-Index: 4
Accelerating Diffusion Sampling with Optimized Time Steps
Conference on Computer Vision and Pattern Recognition (CVPR)
2024/2/27
The Surprising Effectiveness of Skip-Tuning in Diffusion Sampling
arXiv preprint arXiv:2402.15170
2024/2/23
On the Expressive Power of a Variant of the Looped Transformer
arXiv preprint arXiv:2402.13572
2024/2/21
Uniform Recovery Guarantees for Quantized Corrupted Sensing Using Structured or Generative Priors
arXiv preprint arXiv:2401.08402
2024/1/16
Spatial-temporal characteristics of carbon emissions corrected by socio-economic driving factors under land use changes in Sichuan Province, southwestern China
Ecological Informatics
2023/11/1
A Unified Framework for Uniform Signal Recovery in Nonlinear Generative Compressed Sensing
Conference on Neural Information Processing Systems (NeurIPS)
2023/9/25
Solving Quadratic Systems with Full-Rank Matrices Using Sparse or Generative Priors
arXiv preprint arXiv:2309.09032
2023/9/16
Zhaoqiang Liu
H-Index: 4
DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning
2023
Ddp: Diffusion model for dense visual prediction
IEEE International Conference on Computer Vision (ICCV)
2023/3/30
Misspecified Phase Retrieval with Generative Priors
NeurIPS 2022
2022/12
Non-iterative recovery from nonlinear observations using generative models
Conference on Computer Vision and Pattern Recognition (CVPR)
2022/5/31
Jiulong Liu
H-Index: 5
Zhaoqiang Liu
H-Index: 4
Generative principal component analysis
arXiv preprint arXiv:2203.09693
2022/3/18
Projected gradient descent algorithms for solving nonlinear inverse problems with generative priors
International Joint Conference on Artificial Intelligence (IJCAI)
2022
Zhaoqiang Liu
H-Index: 4
Jun Han
H-Index: 6
Towards sample-optimal compressive phase retrieval with sparse and generative priors
Advances in Neural Information Processing Systems
2021/12/6
Zhaoqiang Liu
H-Index: 4
Jonathan Scarlett
H-Index: 18
Robust 1-bit compressive sensing with partial Gaussian circulant matrices and generative priors
2021/10/17
Zhaoqiang Liu
H-Index: 4
Jonathan Scarlett
H-Index: 18
The generalized Lasso with nonlinear observations and generative priors
2020/12
Zhaoqiang Liu
H-Index: 4
Jonathan Scarlett
H-Index: 18
Data completion for power load analysis considering the low-rank property
CSEE Journal of Power and Energy Systems
2020/8/19
Sample complexity bounds for 1-bit compressive sensing and binary stable embeddings with generative priors
37th International Conference on Machine Learning (ICML 2020)
2020/2/5
Information-theoretic lower bounds for compressive sensing with generative models
IEEE Journal on Selected Areas in Information Theory
2020/5
Zhaoqiang Liu
H-Index: 4
Jonathan Scarlett
H-Index: 18
Co-Authors
