User profiles for Tianyi Liu

Tianyi Liu

- Verified email at ucsf.edu - Cited by 1070

Tianyi Liu

- Verified email at gatech.edu - Cited by 338

tianyi liu

- Verified email at my.utsa.edu - Cited by 309

Implementation of training convolutional neural networks

T Liu, S Fang, Y Zhao, P Wang, J Zhang - arXiv preprint arXiv:1506.01195, 2015 - arxiv.org
… At the same time, our major team leader Tianyi Liu, also deserves our sincerest thanks.
He has done much work to organize teammates and coordinate everyone’s work. And lastly,…

[HTML][HTML] Cancer-associated fibroblasts build and secure the tumor microenvironment

T Liu, L Zhou, D Li, T Andl, Y Zhang - Frontiers in cell and …, 2019 - frontiersin.org
Tumor cells reside in a highly complex and heterogeneous tumor microenvironment (TME),
which is composed of a myriad of genetically stable non-cancer cells, including fibroblasts, …

[HTML][HTML] Tumor Treating Fields dually activate STING and AIM2 inflammasomes to induce adjuvant immunity in glioblastoma

…, M Sebastian, D Jin, T Liu… - The Journal of …, 2022 - Am Soc Clin Investig
Tumor Treating Fields (TTFields), an approved therapy for glioblastoma (GBM) and
malignant mesothelioma, employ noninvasive application of low-intensity, intermediate-frequency, …

CRISPR-based detection of SARS-CoV-2: A review from sample to result

R Nouri, Z Tang, M Dong, T Liu, A Kshirsagar… - Biosensors and …, 2021 - Elsevier
The current pandemic of the 2019 novel coronavirus (COVID-19) caused by SARS-CoV-2 (severe
acute respiratory syndrome coronavirus-2) has raised significant public health concern…

[HTML][HTML] High-yield, wafer-scale fabrication of ultralow-loss, dispersion-engineered silicon nitride photonic circuits

J Liu, G Huang, RN Wang, J He, AS Raja, T Liu… - Nature …, 2021 - nature.com
Low-loss photonic integrated circuits and microresonators have enabled a wide range of
applications, such as narrow-linewidth lasers and chip-scale frequency combs. To translate …

Hydrogen peroxide sensor HPCA1 is an LRR receptor kinase in Arabidopsis

…, DM Johnson, S Zhu, X Cao, C Pei, Z Zai, Y Liu, T Liu… - Nature, 2020 - nature.com
Hydrogen peroxide (H 2 O 2 ) is a major reactive oxygen species in unicellular and multicellular
organisms, and is produced extracellularly in response to external stresses and internal …

Toward understanding the importance of noise in training neural networks

M Zhou, T Liu, Y Li, D Lin, E Zhou… - … on Machine Learning, 2019 - proceedings.mlr.press
Numerous empirical evidence has corroborated that the noise plays a crucial rule in effective
and efficient training of deep neural networks. The theory behind, however, is still largely …

[HTML][HTML] Photo-induced oxidant-free oxidative C–H/N–H cross-coupling between arenes and azoles

L Niu, H Yi, S Wang, T Liu, J Liu, A Lei - Nature Communications, 2017 - nature.com
Direct cross-coupling between simple arenes and heterocyclic amines under mild conditions
is undoubtedly important for C–N bonds construction. Selective C(sp 2 )-H amination is …

Antioxidants maintain cellular redox homeostasis by elimination of reactive oxygen species

L He, T He, S Farrar, L Ji, T Liu, X Ma - Cellular Physiology and …, 2017 - karger.com
Reactive oxygen species (ROS) are produced by living cells as normal cellular metabolic
byproduct. Under excessive stress conditions, cells will produce numerous ROS, and the living …

Integrated turnkey soliton microcombs

B Shen, L Chang, J Liu, H Wang, QF Yang, C Xiang… - Nature, 2020 - nature.com
Optical frequency combs have a wide range of applications in science and technology 1 .
An important development for miniature and integrated comb systems is the formation of …