User profiles for Jialin Liu

Jialin Liu

- Verified email at sustech.edu.cn - Cited by 1771

Jialin Liu

- Verified email at alibaba-inc.com - Cited by 1227

Jialin Liu

- Verified email at microsoft.com - Cited by 959

Evolving mario levels in the latent space of a deep convolutional generative adversarial network

V Volz, J Schrum, J Liu, SM Lucas, A Smith… - Proceedings of the …, 2018 - dl.acm.org
Generative Adversarial Networks (GANs) are a machine learning approach capable of
generating novel example outputs across a space of provided training examples. Procedural …

Plug-and-play methods provably converge with properly trained denoisers

E Ryu, J Liu, S Wang, X Chen… - … on Machine Learning, 2019 - proceedings.mlr.press
Plug-and-play (PnP) is a non-convex framework that integrates modern denoising priors, such
as BM3D or deep learning-based denoisers, into ADMM or other proximal algorithms. An …

Anemia is associated with severe illness in COVID‐19: a retrospective cohort study

…, X Xu, L Liu, R Chen, J Xie, M Liu… - Journal of medical …, 2021 - Wiley Online Library
Anemia commonly aggravates the severity of respiratory diseases, whereas thus far, few
studies have elucidated the impact of anemia on coronavirus disease 2019 (COVID‐19). The …

Effects of diesel/PODE (polyoxymethylene dimethyl ethers) blends on combustion and emission characteristics in a heavy duty diesel engine

J Liu, H Wang, Y Li, Z Zheng, Z Xue, H Shang, M Yao - Fuel, 2016 - Elsevier
Polyoxymethylene dimethyl ethers (PODE) is an emerging biofuel with properties of high
cetane number (CN), high oxygen content and no C–C bond, which shows a significant …

Approximate nearest neighbor negative contrastive learning for dense text retrieval

L Xiong, C Xiong, Y Li, KF Tang, J Liu… - arXiv preprint arXiv …, 2020 - arxiv.org
Conducting text retrieval in a dense learned representation space has many intriguing
advantages over sparse retrieval. Yet the effectiveness of dense retrieval (DR) often requires …

Superexchange mechanism and d-wave superconductivity

G Kotliar, J Liu - Physical Review B, 1988 - APS
We have formulated an auxiliary-boson mean-field theory consistent with the SU (2) symmetry
of the Heisenberg model. At half filling, we find an infinite number of solutions related by …

[HTML][HTML] Ethical considerations of using ChatGPT in health care

C Wang, S Liu, H Yang, J Guo, Y Wu, J Liu - Journal of Medical Internet …, 2023 - jmir.org
ChatGPT has promising applications in health care, but potential ethical issues need to be
addressed proactively to prevent harm. ChatGPT presents potential ethical challenges from …

[HTML][HTML] Utility of ChatGPT in clinical practice

J Liu, C Wang, S Liu - Journal of Medical Internet Research, 2023 - jmir.org
ChatGPT is receiving increasing attention and has a variety of application scenarios in
clinical practice. In clinical decision support, ChatGPT has been used to generate accurate …

Learning to optimize: A primer and a benchmark

T Chen, X Chen, W Chen, H Heaton, J Liu… - Journal of Machine …, 2022 - jmlr.org
Learning to optimize (L2O) is an emerging approach that leverages machine learning to
develop optimization methods, aiming at reducing the laborious iterations of hand engineering. …

Investigation on manufacturing and mechanical behavior of all-composite sandwich structure with Y-shaped cores

J Liu, J Liu, J Mei, W Huang - Composites Science and Technology, 2018 - Elsevier
A novel all-composite sandwich structure with Y-shaped cores was designed and fabricated
by hot-press molding method in this paper. In order to reveal effects of relative density on …