Search Results - "Ju, Yilong"
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1
Translational symmetry in convolutions with localized kernels causes an implicit bias toward high frequency adversarial examples
Published in Frontiers in computational neuroscience (20-06-2024)“…Adversarial attacks are still a significant challenge for neural networks. Recent efforts have shown that adversarial perturbations typically contain…”
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2
Design of biodegradable PLA/PBAT blends with balanced toughness and strength via interfacial compatibilization and dynamic vulcanization
Published in Polymer (Guilford) (24-01-2023)“…In this work, we report that super-toughened and high-strength polylactide/poly(butylene adipate-co-terephthalate) (PLA/PBAT) blends can be successfully…”
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3
Combined effects of matrix molecular weight and crystallinity on the impact toughness of PP/EPR blends: The role of chain entanglement
Published in Polymer (Guilford) (17-04-2023)“…In recent years, rubber toughened polypropylene (PP) blends have been extensively investigated with special regard to the importance of PP matrix properties…”
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4
Identifying Surface-Enhanced Raman Spectra with a Raman Library Using Machine Learning
Published in ACS nano (14-11-2023)“…Since its discovery, surface-enhanced Raman spectroscopy (SERS) has shown outstanding promise of identifying trace amounts of unknown molecules in rapid,…”
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5
A promising strategy for fabricating high-performance stereocomplex-type polylactide products via carbon nanotubes-assisted low-temperature sintering
Published in Polymer (Guilford) (24-01-2019)“…Recently, powder metallurgy inspired low-temperature (below the melting temperature) sintering has been proposed as an innovative technology for the processing…”
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6
Low-temperature sintering of stereocomplex-type polylactide nascent powder: The role of poly(methyl methacrylate) in tailoring the interfacial crystallization between powder particles
Published in Polymer (Guilford) (01-12-2020)“…Despite of its enormous application potential as a prominent engineering bioplastic, the processing of the stereocomplex-type polylactide (SC-PLA) formed from…”
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7
Computational chromatography: A machine learning strategy for demixing individual chemical components in complex mixtures
Published in Proceedings of the National Academy of Sciences - PNAS (27-12-2022)“…Surface-enhanced Raman spectroscopy (SERS) holds exceptional promise as a streamlined chemical detection strategy for biological and environmental contaminants…”
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Low-temperature sintering of stereocomplex-type polylactide nascent powder: The role of optical purity in directing the chain interdiffusion and cocrystallization across the particle interfaces
Published in Polymer (Guilford) (15-08-2018)“…Recently, we proposed a novel strategy for fabricating high-performance stereocomplex-type polylactide (SC-PLA) products through low-temperature (180–210 °C,…”
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9
Tailor-Made Dispersion and Distribution of Stereocomplex Crystallites in Poly(l‑lactide)/Elastomer Blends toward Largely Enhanced Crystallization Rate and Impact Toughness
Published in The journal of physical chemistry. B (29-06-2017)“…Stereocomplex (SC) crystallites, formed between poly(l-lactide) (PLLA) and poly(d-lactide), exhibit great potential to substantially enhance crystallization…”
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10
Surface-Enhanced Raman Spectroscopy: from the Few-Analyte Limit to Hot-Spot Saturation
Published in Journal of physical chemistry. C (30-05-2024)“…Surface-enhanced Raman spectroscopy (SERS) gained much attention following initial claims and subsequent verifications of single-molecule sensitivity. SERS…”
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11
A multimodal deep learning tool for detection of junctional ectopic tachycardia in children with congenital heart disease
Published in Heart rhythm O2 (01-07-2024)“…Junctional ectopic tachycardia (JET) is a prevalent life-threatening arrhythmia in children with congenital heart disease. It has a marked resemblance to…”
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12
A novel automated junctional ectopic tachycardia detection tool for children with congenital heart disease
Published in Heart rhythm O2 (01-06-2022)“…Junctional ectopic tachycardia (JET) is a prevalent life-threatening arrhythmia in children with congenital heart disease (CHD), with marked resemblance to…”
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13
Interpreting convolutional neural networks' low dimensional approximation to quantum spin systems
Published 02-10-2022“…Convolutional neural networks (CNNs) have been employed along with Variational Monte Carlo methods for finding the ground state of quantum many-body spin…”
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14
Local Convolutions Cause an Implicit Bias towards High Frequency Adversarial Examples
Published 19-06-2020“…Adversarial Attacks are still a significant challenge for neural networks. Recent work has shown that adversarial perturbations typically contain…”
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15
Spherical torus-based video hashing for near-duplicate video detection
Published in Science China. Information sciences (01-05-2016)“…Dear editor, With the rapid development of multimedia tech- nologies, users can easily generate and share multi- ple videos through the Internet. Similarly,…”
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