Ruoshi Liu

ORCID: 0000-0002-4479-6587
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About
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Research Areas
  • Tree-ring climate responses
  • Plant Water Relations and Carbon Dynamics
  • Climate variability and models
  • Advanced Vision and Imaging
  • Geology and Paleoclimatology Research
  • Human Pose and Action Recognition
  • Generative Adversarial Networks and Image Synthesis
  • 3D Shape Modeling and Analysis
  • Computer Graphics and Visualization Techniques
  • Food composition and properties
  • Functional Brain Connectivity Studies
  • Microbial Metabolites in Food Biotechnology
  • Handwritten Text Recognition Techniques
  • Modular Robots and Swarm Intelligence
  • Epilepsy research and treatment
  • Anomaly Detection Techniques and Applications
  • EEG and Brain-Computer Interfaces
  • Ecology and Vegetation Dynamics Studies
  • Natural product bioactivities and synthesis
  • Neuroinflammation and Neurodegeneration Mechanisms
  • Acupuncture Treatment Research Studies
  • Facial Nerve Paralysis Treatment and Research
  • Pharmacological Effects of Natural Compounds
  • Adversarial Robustness in Machine Learning
  • Proteins in Food Systems

Xi'an Jiaotong University
2017-2025

China Medical University
2020-2024

First Hospital of China Medical University
2023-2024

Columbia University
2021-2024

Fourth Affiliated Hospital of Harbin Medical University
2021-2024

Harbin Medical University
2021-2024

First Affiliated Hospital of Liaoning Medical University
2022

Brandeis University
2020

Macronix International (China)
2018

State Key Laboratory of Food Science and Technology
2011-2016

We introduce Zero-1-to-3, a framework for changing the camera viewpoint of an object given just single RGB image. To perform novel view synthesis in this under-constrained setting, we capitalize on geometric priors that large-scale diffusion models learn about natural images. Our conditional model uses synthetic dataset to controls relative viewpoint, which allow new images be generated same under specified transformation. Even though it is trained dataset, our retains strong zero-shot...

10.1109/iccv51070.2023.00853 article EN 2021 IEEE/CVF International Conference on Computer Vision (ICCV) 2023-10-01

Significance The Yellow River (YR) is the cradle of Chinese civilization. It supports agriculture, social prosperity, and human survival. YR runoff sediment load have sharply fallen since late 1980s. We reconstructed natural history for middle reach from 1492 to 2013 CE. found that recent low observed unprecedented over past five centuries, mainly due combination decreasing precipitation increasing water consumption by activities, particularly agricultural irrigation. Our results provide a...

10.1073/pnas.1922349117 article EN Proceedings of the National Academy of Sciences 2020-07-20

Abstract The Asian Summer Monsoon (ASM) affects ecosystems, biodiversity, and food security of billions people. In recent decades, ASM strength (as represented by precipitation) has been decreasing, but instrumental measurements span only a short period time. initiation the dynamics trend are unclear. Here for first time, we use an ensemble 10 tree ring‐width chronologies from west‐central margin to reconstruct detail variability back 1566 CE. reconstruction captures weak/strong events also...

10.1029/2019gl082497 article EN Geophysical Research Letters 2019-04-10

Natural language processing and 2D vision models have attained remarkable proficiency on many tasks primarily by escalating the scale of training data. However, 3D not seen same progress, in part due to challenges acquiring high-quality In this work, we present Objaverse-XL, a dataset over 10 million objects. Our comprises deduplicated objects from diverse set sources, including manually designed objects, photogrammetry scans landmarks everyday items, professional historic antique artifacts....

10.48550/arxiv.2307.05663 preprint EN cc-by arXiv (Cornell University) 2023-01-01

10.1109/cvpr52733.2024.00377 article EN 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2024-06-16

We introduce a framework for learning from unlabeled video what is predictable in the future. Instead of committing up front to features predict, our approach learns data which are predictable. Based on observation that hyperbolic geometry naturally and compactly encodes hierarchical structure, we propose predictive model space. When most confident, it will predict at concrete level hierarchy, but when not automatically select higher abstraction. Experiments two established datasets show key...

10.1109/cvpr46437.2021.01242 article EN 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2021-06-01

Abstract The numerous temperature and precipitation reconstructions in China based on tree-ring-width data have played significant roles furthering the understanding of past climate changes. However, geographical variability responses trees to variations remains largely undetermined. Here, we describe an important spatial boundary response variations, namely 600-mm annual isoline. We found that, north this line, tree-ring widths are usually positively correlated with negatively...

10.1093/nsr/nwy101 article EN cc-by National Science Review 2018-09-12

Abstract To deeply understand the Asian summer monsoon (ASM) strength variation in its fringe region, we established a 205‐year stable oxygen isotope (δ 18 O) chronology based on four individual Pinus tabulaeformis Carr. from Ordos Plateau, China. First, found that δ O tree rings inherits signals of (June to August) monsoonal precipitation P ). Second, relative humidity ( RH ) was observed have large effect pine trees. The ring series significantly correlates with local June August JJA r =...

10.1029/2019jd030512 article EN Journal of Geophysical Research Atmospheres 2019-07-16

Objective: Major depressive disorder (MDD) is a psychiatric with serious negative health outcomes; however, there no reliable method of diagnosis. This study explored the clinical diagnostic value fractional amplitude low-frequency fluctuation (fALFF) based on support vector machine (SVM) for diagnosis MDD. Methods: A total 198 first-episode MDD patients and 234 healthy controls were involved in this study, all participants underwent resting-state functional magnetic resonance imaging (fMRI)...

10.3389/fneur.2021.751400 article EN cc-by Frontiers in Neurology 2021-11-29

We introduce Zero-1-to-3, a framework for changing the camera viewpoint of an object given just single RGB image. To perform novel view synthesis in this under-constrained setting, we capitalize on geometric priors that large-scale diffusion models learn about natural images. Our conditional model uses synthetic dataset to controls relative viewpoint, which allow new images be generated same under specified transformation. Even though it is trained dataset, our retains strong zero-shot...

10.48550/arxiv.2303.11328 preprint EN other-oa arXiv (Cornell University) 2023-01-01

Abstract Given growing concerns about global climate change, it is critical to understand both historical and current shifts in the hydroclimate, particularly regions critically entwined with circulation. The Tibetan Plateau, Earth’s largest highest plateau, a nexus for atmospheric processes, significantly influencing East Asian hydroclimate dynamics through synergy of Monsoon Westerlies. Yet, understanding recent fluctuations their wide-ranging ecological societal consequences remains...

10.1038/s41467-025-56687-z article EN cc-by Nature Communications 2025-02-03

Our model is unrolled to map an input orientation sequence (from time <italic>t</italic>-8 <italic>t</italic>-1) output one (<italic>t</italic>,<italic>t</italic> + 1…) with trajectray tracing. Cyan labels are −1/2 defect while purple ones +1/2.

10.1039/d0sm01316a article EN Soft Matter 2020-11-14

Background Bell’s palsy is an acute peripheral facial neuropathy, which one of the most common causes lower motor neurons. Facial nerve swelling commonly observed in palsy. Acupuncture therapy has been widely used treatment However, whether acupuncture can be effectively stage still controversial. There are no clinical trials conducted previously to evaluate effect on edema patients. The study aims potential efficacy different modalities patients phase, its edema, and preliminarily explore...

10.3389/fneur.2024.1327206 article EN cc-by Frontiers in Neurology 2024-04-16

Rheumatoid arthritis (RA) is a chronic autoimmune disorder characterized by symmetric arthritis. Coix Seed Oil (CSO) has been shown to reduce inflammation in collagen induced (CIA) rats. However, the effect of CSO on synovial angiogenesis RA unknown. In this study, we aimed explore whether could inhibit and elucidate underlying mechanisms.CIA rat models were established subjected different doses treatments for four weeks vivo. Arthritis index, paw swelling, weight recorded assess clinical...

10.1186/s13020-023-00833-6 article EN cc-by Chinese Medicine 2023-09-15

Research has demonstrated that obesity may be associated with rheumatoid arthritis (RA). In addition, Dysbiosis of intestinal microbiota and their metabolites been linked to the occurrence development RA obesity. However, mechanism by which affects remains unclear.In this study, we explored impact high fat diet(HFD) on collagen-induced (CIA) rats revealed its mechanisms based gut metabolomics. Based diet modeling, were divided into normal group (Con), CIA model group, HFD (HFD), + (HCIA)....

10.1186/s12986-024-00869-x article EN cc-by-nc-nd Nutrition & Metabolism 2024-11-19
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