User profiles for Yuan Yao

Yuan Yao - Verified email at bupt.edu.cn - Cited by 16128
Yuan Yao - Verified email at iphy.ac.cn - Cited by 13674
Yuan YAO - Verified email at ust.hk - Cited by 5065

On early stopping in gradient descent learning

Y Yao, L Rosasco, A Caponnetto - Constructive Approximation, 2007 - Springer
In this paper we study a family of gradient descent algorithms to approximate the regression
function from reproducing kernel Hilbert spaces (RKHSs), the family being characterized by …

High‐Density, ordered ultraviolet light‐emitting ZnO nanowire arrays

C Liu, JA Zapien, Y Yao, XM Meng, CS Lee… - Advanced …, 2003 - Wiley Online Library
Polycrystalline ZnO nanowires have been grown in anodic aluminum oxide templates using
a dry vapor‐deposition method. The nanowires have a high aspect ratio and a uniform …

CO2 hydrogenation to high-value products via heterogeneous catalysis

…, Z Xu, AG Russell, Q Li, M Fan, YG Yao - Nature …, 2019 - nature.com
Recently, carbon dioxide capture and conversion, along with hydrogen from renewable
resources, provide an alternative approach to synthesis of useful fuels and chemicals. People …

A strong, biodegradable and recyclable lignocellulosic bioplastic

…, Y Yao, J Li, S He, Y Zhou, T Li, X Pan, Y Yao… - Nature …, 2021 - nature.com
Renewable and biodegradable materials derived from biomass are attractive candidates to
replace non-biodegradable petrochemical plastics. However, the mechanical performance …

Subgroup-specific structural variation across 1,000 medulloblastoma genomes

…, CR Marshall, AC Lionel, S Mack, A Dubuc, Y Yao… - Nature, 2012 - nature.com
Medulloblastoma, the most common malignant paediatric brain tumour, is currently treated
with nonspecific cytotoxic therapies including surgery, whole-brain radiation, and aggressive …

Sustainable high-strength macrofibres extracted from natural bamboo

Z Li, C Chen, H Xie, Y Yao, X Zhang, A Brozena… - Nature …, 2022 - nature.com
Synthetic fibres such as polyester and carbon are used in a broad variety of industries.
However, as they derive from petrochemicals that are neither renewable nor biodegradable, the …

Interfacial sp C–O–Mo hybridization originated high-current density hydrogen evolution

Y Yao, Y Zhu, C Pan, C Wang, S Hu… - Journal of the …, 2021 - ACS Publications
High-current density (≥1 A cm –2 ) is a critical factor for large-scale industrial application of
water-splitting electrocatalysts, especially seawater-splitting. However, it still remains a great …

Photoreactive TiO2/Carbon Nanotube Composites: Synthesis and Reactivity

Y Yao, G Li, S Ciston, RM Lueptow… - Environmental science & …, 2008 - ACS Publications
Electron−hole recombination limits the efficiency of TiO 2 photocatalysis. We have investigated
the efficacy with which anatase/carbon nanotube (CNT) composite materials reduce …

[HTML][HTML] Pre-trained models: Past, present and future

…, Z Liu, Z Lu, X Qiu, R Song, J Tang, JR Wen, J Yuan… - AI Open, 2021 - Elsevier
Large-scale pre-trained models (PTMs) such as BERT and GPT have recently achieved
great success and become a milestone in the field of artificial intelligence (AI). Owing to …

FewRel: A large-scale supervised few-shot relation classification dataset with state-of-the-art evaluation

X Han, H Zhu, P Yu, Z Wang, Y Yao, Z Liu… - arXiv preprint arXiv …, 2018 - arxiv.org
We present a Few-Shot Relation Classification Dataset (FewRel), consisting of 70, 000
sentences on 100 relations derived from Wikipedia and annotated by crowdworkers. The relation …