Yingru Liu

ORCID: 0000-0002-3784-4886
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About
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Research Areas
  • Reproductive tract infections research
  • Bacterial Infections and Vaccines
  • Heme Oxygenase-1 and Carbon Monoxide
  • Multimodal Machine Learning Applications
  • Crop Yield and Soil Fertility
  • Domain Adaptation and Few-Shot Learning
  • Soil Carbon and Nitrogen Dynamics
  • Flame retardant materials and properties
  • Generative Adversarial Networks and Image Synthesis
  • Advanced Image and Video Retrieval Techniques
  • Advanced Neural Network Applications
  • Peanut Plant Research Studies
  • Plant Stress Responses and Tolerance
  • Alcohol Consumption and Health Effects
  • Neonatal Health and Biochemistry
  • Human Mobility and Location-Based Analysis
  • Syphilis Diagnosis and Treatment
  • Topic Modeling
  • biodegradable polymer synthesis and properties
  • Intracranial Aneurysms: Treatment and Complications
  • Gaussian Processes and Bayesian Inference
  • Model Reduction and Neural Networks
  • Polymer Surface Interaction Studies
  • Plant responses to elevated CO2
  • Machine Learning and ELM

First Affiliated Hospital of Zhengzhou University
2024-2025

Hebei Agricultural University
2021-2024

Stony Brook University
2018-2024

China Agricultural University
2018-2023

Fourth Hospital of Hebei Medical University
2023

Hebei Medical University
2023

Anyang Eye Hospital
2021-2023

Southwest University of Science and Technology
2021-2022

Therapyx (United States)
2018-2022

Hebei Normal University
2022

Graph convolutional neural networks (GCNN) have become an increasingly active field of research. It models the spatial dependencies nodes in a graph with pre-defined Laplacian matrix based on node distances. However, many application scenarios, change over time, and use fixed cannot capture change. To track among traffic data, we propose dynamic spatio-temporal GCNN for accurate forecasting. The core our deep learning framework is finding estimator. enable timely low complexity, creatively...

10.1609/aaai.v33i01.3301890 article EN Proceedings of the AAAI Conference on Artificial Intelligence 2019-07-17

Abstract Bilirubin, an abundant bile pigment in mammalian serum, was once considered a toxic waste product and has more recently been recognized as potent antioxidant of physiological importance. However, its potential biological functions other fields are not well understood. Herein we show that bilirubin is also powerful immunomodulatory agent. Bilirubin significantly inhibited Ag-specific polyclonal T cell responses, while similar antioxidants completely lacked this effect. suppressed...

10.4049/jimmunol.181.3.1887 article EN The Journal of Immunology 2008-08-01

Image captioning is shown to be able achieve a better performance by using scene graphs represent the relations of objects in image. The current encoders generally use Graph Convolutional Net (GCN) relation information and merge it with object region features via concatenation or convolution get final input for sentence decoding. However, GCN-based existing methods are less effective due two reasons. First, image as objective (i.e., Maximum Likelihood Estimation) rather than relation-centric...

10.1145/3503161.3548409 article EN Proceedings of the 30th ACM International Conference on Multimedia 2022-10-10

Boundary control strategy is developed to analyze the vibration problem of offshore ocean thermal energy conversion (OTEC) system as well constrain bottom tension and top motion. To provide an accurate dynamic behavior for OTEC system, this distributed parameter modeled formulated with a governing equation boundary conditions (PDE-ODEs model). Two robust adaptive controllers are designed disposed at endpoints stability controlled under unknown disturbances achieved. After selecting relevant...

10.1109/tsmc.2018.2870999 article EN IEEE Transactions on Systems Man and Cybernetics Systems 2018-10-24

Increasing evidence shows that oxidative stress plays an important role in the pathogenesis of experimental autoimmune encephalomyelitis (EAE), animal model human disease, multiple sclerosis (MS). Heme oxygenase-1 (HO-1) is a heat shock protein induced by stress. HO-1 metabolizes heme to antioxidant bilirubin and carbon monoxide, represents powerful endogenous defensive mechanism against free radicals many diseases. However, this enzyme EAE remains unknown. In study, we showed high...

10.1097/00001756-200107030-00016 article EN Neuroreport 2001-07-01

To assess the effects and mechanisms of a CD200R1 agonist administered during progressive stage multiple sclerosis model, we (CD200Fc) or control IgG2a chronic phase disease (days 10–30) in mice with experimental autoimmune encephalomyelitis (EAE), induced using myelin oligodendrocyte glycoprotein peptide 35–55 (MOG35–55) peptide. We found that administration CD200Fc stages EAE reduced severity, demyelination, axonal damage, through modulation several key mechanisms. treatment suppressed...

10.1523/jneurosci.4272-09.2010 article EN cc-by-nc-sa Journal of Neuroscience 2010-02-10

REVIEW article Front. Microbiol., 22 March 2011Sec. Cellular and Infection Microbiology - closed section volume 2 2011 | https://doi.org/10.3389/fmicb.2011.00052

10.3389/fmicb.2011.00052 article EN cc-by Frontiers in Microbiology 2011-01-01

Myelin loss and axonal degeneration predominate in many neurological disorders; however, methods to visualize them simultaneously live tissue are unavailable. We describe a new imaging strategy combining video rate reflectance fluorescence confocal with coherent anti-Stokes Raman scattering (CARS) microscopy tuned CH2 vibration of myelin lipids, applied animals chronic experimental autoimmune encephalomyelitis (EAE). Our method allows monitoring over time demyelination neurodegeneration...

10.1117/1.3533312 article EN Journal of Biomedical Optics 2011-01-01

Drought is one of the major abiotic stress factors limiting peanut production. It causes loss pod yield during formation stage. Here, previously identified drought-tolerant cultivar, “L422” peanut, was stressed by drought (35 ± 5%) at stage for 5, 7, and 9 days. To analyze effects on we conducted physiological transcriptome analysis in leaves under well-watered (CK1, CK2, CK3) drought-stress conditions (T1, T2, T3). By analysis, 3,586, 6,730, 8,054 differentially expressed genes (DEGs) were...

10.3389/fgene.2021.672884 article EN cc-by Frontiers in Genetics 2021-04-30

Drought stress caused by insufficient irrigation or precipitation impairs agricultural production worldwide. In this study, a two-year field experiment was conducted to investigate the effect of coronatine (COR), functional analog jasmonic acid (JA), on maize drought resistance. The included two water treatments (rainfed and irrigation), four COR concentrations (mock, 0 μmol L−1; A1, 0.1 A2, 1 A3, 10 L−1) genotypes (Fumin 985 (FM985), drought-resistant cultivar Xianyu 335 (XY335),...

10.1016/j.cj.2022.05.005 article EN cc-by-nc-nd The Crop Journal 2022-06-07

The imitation of voice, targeted on specific speech attributes such as timbre and speaking style, is crucial in generation. However, existing methods rely heavily annotated data, struggle with effectively disentangling leading to challenges achieving controllable generation, especially zero-shot scenarios. To address these issues, we propose Vevo, a versatile voice framework style. Vevo operates two core stages: (1) Content-Style Modeling: Given either text or speech's content tokens input,...

10.48550/arxiv.2502.07243 preprint EN arXiv (Cornell University) 2025-02-10

The immune response to Neisseria gonorrhoeae is poorly understood, but its extensive antigenic variability and resistance complement are thought allow it evade destruction by the host's defenses. We propose that N. also avoids inducing protective responses in first place. previously found induces interleukin-17 (IL-17)-dependent innate mice suppresses Th1/Th2-dependent adaptive murine cells vitro through induction of transforming growth factor β (TGF-β). In this study using a model vaginal...

10.1128/mbio.00095-11 article EN cc-by-nc-sa mBio 2011-05-25

A facile microcontact printing method has been developed based on directly polyelectrolytes a glass or polystyrene surface coated with poly(ethylene glycol) (PEG) silane using an unmodified poly(dimethyl siloxane) (PDMS) stamp. The is applicable to variety of including poly(allylamine hydrochloride) (PAH), poly(diallyldimethylammonium chloride) (PDAC), branched and linear imine) (PEI), poly-L-lysine (PLL), chitosan, double stranded DNA, poly(sodium 4-styrene sulfonate) (PSS). printed...

10.1039/c2sm25835h article EN Soft Matter 2012-01-01
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