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Articles by Junwei Deng
Diff-MN: Diffusion Parameterized MoE-NCDE for Continuous Time Series Generation with Irregular Observations
You are already at the latest version Time series generation (TSG) is widely used across domains, yet most existing methods assume regular sampling and fixed output resolutions. These assumptions are often violated in practice, where observations are irregular and sparse, while downstream applications require continuous and high-resolution TS.
Rapid synthesis of micron-thick flexible graphite films via non-equilibrium carbon flux engineering - Nature Communications
Abstract The scalable synthesis of high-quality graphite materials remains a formidable challenge due to the inherent trade-off between crystalline perfection and manufacturing efficiency. Existing forms of graphite, such as highly oriented pyrolytic graphite (HOPG) and Kish graphite, suffer from sluggish pyrolytic processes, limited carbon diffusion rates and energy-intensive protocols, often requiring several days for production.
[2409.05657] Adversarial Attacks on Data Attribution
arXivLabs is a framework that allows collaborators to develop and share new arXiv features directly on our website. Both individuals and organizations that work with arXivLabs have embraced and accepted our values of openness, community, excellence, and user data privacy. arXiv is committed to these values and only works with partners that adhere to them. Have an idea for a project that will add value for arXiv's community? Learn more about arXivLabs.
Liquid exfoliation of molybdenum metallenes for non-inflammatory photothermal therapy of tumors
Liquid exfoliation of molybdenum metallenes for non-inflammatory photothermal therapy of tumors† Tissue damage and cell death occurring during photothermal therapy (PTT) for tumors can induce an inflammatory response that is detrimental to tumor therapy. Herein, ultrathin Mo metallene nanosheets with a thickness of <5 nm prepared by liquid phase exfoliation were explored as functional hyperthermia agents for non-inflammatory ablation of tumors.
Practice of Water Ecological Restoration of Large Urban Eutrophication Lake--A case of study of Donghu Lake, Wuhan
E3S Web of Conferences 394, 01011 (2023) Practice of Water Ecological Restoration of Large Urban Eutrophication Lake——A case of study of Donghu Lake, Wuhan 1,2*, 1, 2, 2, 2 and 1 1 Wuhan Bridge Engineering Co., Ltd, Wuhan 430071, China 2 Wuhan Hangfa Ruihua Ecological Technology Co., Ltd., Wuhan 430063, China * Corresponding author: otto2003@126.
From Ray to Chronos: Build end-to-end AI use cases using BigDL on top of Ray
Introduction Ray is a framework with simple and universal APIs for building innovative AI applications. BigDL is an open-source framework for building scalable end-to-end AI on distributed Big Data. It leverages Ray and its native libraries to support advanced AI use cases such as AutoML and Automated Time Series Analysis.
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