Songlin Yang
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View article: Construction of High‐performance Hybrid Supercapacitor Devices by V‐doped Flower‐like Fe₂(MoO₄)₃ and SnO₂/CNTs
Construction of High‐performance Hybrid Supercapacitor Devices by V‐doped Flower‐like Fe₂(MoO₄)₃ and SnO₂/CNTs Open
In this work, we present for the first time an innovative strategy to construct high‐performance hybrid supercapacitors through the synergistic optimization of vanadium‐doped self‐supported three‐dimensional Flower‐like Fe₂(MoO₄)₃ anodes a…
View article: Grating Diffraction and Deep Learning Assisted Single-Exposure Super-Resolution Microscopy
Grating Diffraction and Deep Learning Assisted Single-Exposure Super-Resolution Microscopy Open
View article: A Multispectral Feature Selection Method Based on a Dual-Attention Network for the Accurate Estimation of Fractional Vegetation Cover in Winter Wheat
A Multispectral Feature Selection Method Based on a Dual-Attention Network for the Accurate Estimation of Fractional Vegetation Cover in Winter Wheat Open
Spectral information plays a crucial role in fractional vegetation cover (FVC) estimation, and selecting the appropriate spectral information is essential for improving the accuracy of FVC estimation. Traditionally, spectral feature select…
View article: Investigation of symmetrical long-range surface plasmon resonance structure using induced transmission model
Investigation of symmetrical long-range surface plasmon resonance structure using induced transmission model Open
Symmetrical long-range surface plasmon resonance (Symm-LRSPR) is realized through the structure of "Prism/UpperDML/Metal/LowerDML/Analyte", showing sensitivity and penetration depth comparable to LRSPR. In this paper, simulation, and exper…
View article: Point‐of‐Care Urinary Tract Infection (UTI) Diagnosis Enhanced by Nanostructured Biosensors: Review Paper
Point‐of‐Care Urinary Tract Infection (UTI) Diagnosis Enhanced by Nanostructured Biosensors: Review Paper Open
Urinary tract infections (UTIs) are the most common nosocomial infection in North America leading to over $12 billion in annual health care costs. UTIs can significantly reduce the quality of life and, in severe cases, result in sepsis and…
View article: HGRN2: Gated Linear RNNs with State Expansion
HGRN2: Gated Linear RNNs with State Expansion Open
Hierarchically gated linear RNN (HGRN, \citealt{HGRN}) has demonstrated competitive training speed and performance in language modeling while offering efficient inference. However, the recurrent state size of HGRN remains relatively small,…
View article: Squeezing and entangling two microwave modes of electro-optomechanical systems with two driving lasers
Squeezing and entangling two microwave modes of electro-optomechanical systems with two driving lasers Open
We propose an effective scheme to generate the squeezed vacuum states of two microwave fields, bipartite and genuine tripartite entanglement in a compound four-mode electro-optomechanical system with two driving lasers of different amplitu…
View article: 超半微球辅助光学显微镜实现空气中的超分辨率成像
超半微球辅助光学显微镜实现空气中的超分辨率成像 Open
View article: Combining Bayesian reconstruction entropy with maximum entropy method for analytic continuations of matrix-valued Green's functions
Combining Bayesian reconstruction entropy with maximum entropy method for analytic continuations of matrix-valued Green's functions Open
The Bayesian reconstruction entropy is considered an alternative to the Shannon-Jaynes entropy, as it does not exhibit the asymptotic flatness characteristic of the Shannon-Jaynes entropy and obeys the scale invariance. It is commonly util…
View article: Hierarchically Gated Recurrent Neural Network for Sequence Modeling
Hierarchically Gated Recurrent Neural Network for Sequence Modeling Open
Transformers have surpassed RNNs in popularity due to their superior abilities in parallel training and long-term dependency modeling. Recently, there has been a renewed interest in using linear RNNs for efficient sequence modeling. These …
View article: Simple Hardware-Efficient PCFGs with Independent Left and Right Productions
Simple Hardware-Efficient PCFGs with Independent Left and Right Productions Open
Scaling dense PCFGs to thousands of nonterminals via a low-rank parameterization of the rule probability tensor has been shown to be beneficial for unsupervised parsing. However, PCFGs scaled this way still perform poorly as a language mod…
View article: Surface plasmon-enhanced dark-field microsphere-assisted microscopy
Surface plasmon-enhanced dark-field microsphere-assisted microscopy Open
We present for the first time a surface plasmon-enhanced dark-field microsphere-assisted microscopy in imaging both low-contrast dielectric objects and metallic ones. We demonstrate, using an Al patch array as the substrate, the resolution…
View article: Simple Hardware-Efficient PCFGs with Independent Left and Right Productions
Simple Hardware-Efficient PCFGs with Independent Left and Right Productions Open
Scaling dense PCFGs to thousands of nonterminals via low-rank parameterizations of the rule probability tensor has been shown to be beneficial for unsupervised parsing. However, PCFGs scaled this way still perform poorly as a language mode…
View article: Don’t Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span Selection
Don’t Parse, Choose Spans! Continuous and Discontinuous Constituency Parsing via Autoregressive Span Selection Open
We present a simple and unified approach for both continuous and discontinuous constituency parsing via autoregressive span selection. Constituency parsing aims to produce a set of non-crossing spans so that they can form a constituency pa…
View article: Improving Span Representation by Efficient Span-Level Attention
Improving Span Representation by Efficient Span-Level Attention Open
High-quality span representations are crucial to natural language processing tasks involving span prediction and classification. Most existing methods derive a span representation by aggregation of token representations within the span. In…
View article: Wheat yield estimation using remote sensing data based on machine learning approaches
Wheat yield estimation using remote sensing data based on machine learning approaches Open
Accurate predictions of wheat yields are essential to farmers’production plans and to the international trade in wheat. However, only poor approximations of the productivity of wheat crops in China can be obtained using traditional linear …
View article: Carbon Nanostructure-Based DNA Sensor Used for Quickly Detecting Breast Cancer-Associated Genes
Carbon Nanostructure-Based DNA Sensor Used for Quickly Detecting Breast Cancer-Associated Genes Open
View article: Cubic upconversion nanoparticles used as the theranostic system for the treatment and diagnosis of angiogenesis-related diseases
Cubic upconversion nanoparticles used as the theranostic system for the treatment and diagnosis of angiogenesis-related diseases Open
View article: Analysis of the Three-Way Decision Rules in Online Learning-Taking a Calculus Course as an Example
Analysis of the Three-Way Decision Rules in Online Learning-Taking a Calculus Course as an Example Open
To investigate the credibility of online examinations, we randomly chose 30 engineering students in Wenzheng College of Soochow University as a sample and established an information system S.According to pedagogy theory, students'scores ar…
View article: Improved performance in microsphere-assisted 2D and 3D imaging by polystyrene microspheres semi-immersed in SU-8 resist
Improved performance in microsphere-assisted 2D and 3D imaging by polystyrene microspheres semi-immersed in SU-8 resist Open
In this work, we introduce a method to improve the performance of microsphere-assisted imaging by optimizing the refractive index of immersion media. In the method, polystyrene (PS) microspheres are semi-immersed in water, spin-on-glass, S…
View article: Semantic Dependency Parsing with Edge GNNs
Semantic Dependency Parsing with Edge GNNs Open
Second-order neural parsers have obtained high accuracy in semantic dependency parsing. Inspired by the factor graph representation of second-order parsing, we propose edge graph neural networks (E-GNNs). In an E-GNN, each node corresponds…
View article: Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks
Bottom-Up Constituency Parsing and Nested Named Entity Recognition with Pointer Networks Open
Constituency parsing and nested named entity recognition (NER) are similar tasks since they both aim to predict a collection of nested and non-crossing spans. In this work, we cast nested NER to constituency parsing and propose a novel poi…
View article: Combining (Second-Order) Graph-Based and Headed-Span-Based Projective Dependency Parsing
Combining (Second-Order) Graph-Based and Headed-Span-Based Projective Dependency Parsing Open
Graph-based methods, which decompose the score of a dependency tree into scores of dependency arcs, are popular in dependency parsing for decades. Recently, (CITATION) propose a headed-span-based method that decomposes the score of a depen…
View article: Headed-Span-Based Projective Dependency Parsing
Headed-Span-Based Projective Dependency Parsing Open
We propose a new method for projective dependency parsing based on headed spans. In a projective dependency tree, the largest subtree rooted at each word covers a contiguous sequence (i.e., a span) in the surface order. We call such a span…
View article: Super-Resolution Imaging with Patchy Microspheres
Super-Resolution Imaging with Patchy Microspheres Open
The diffraction limit is a fundamental barrier in optical microscopy, which restricts the smallest resolvable feature size of a microscopic system. Microsphere-based microscopy has proven to be a promising tool for challenging the diffract…
View article: Generation of Photonic Hooks from Patchy Microcylinders
Generation of Photonic Hooks from Patchy Microcylinders Open
The photonic hook (PH) is a new type of curved light beam, which has promising applications in various fields such as nanoparticle manipulation, super-resolution imaging, and so forth. Herein, we proposed a new approach of utilizing patchy…
View article: Generation of photoic hooks from patchy microcylinders
Generation of photoic hooks from patchy microcylinders Open
The photonic hook (PH) is new type of curved light beam which has promising applications in various fields such as nanoparticle manipulation, super-resolution imaging, etc. Herein, we proposed a new approach of utilizing patchy microcylind…
View article: Current Progress of Magnetoresistance Sensors
Current Progress of Magnetoresistance Sensors Open
Magnetoresistance (MR) is the variation of a material’s resistivity under the presence of external magnetic fields. Reading heads in hard disk drives (HDDs) are the most common applications of MR sensors. Since the discovery of giant magne…
View article: A Systematical Solution for Face De-identification
A Systematical Solution for Face De-identification Open
With the identity information in face data more closely related to personal credit and property security, people pay increasing attention to the protection of face data privacy. In different tasks, people have various requirements for face…
View article: Refractive index sensing with hybrid surfaces of photonic crystals and dielectric microsphere monolayers
Refractive index sensing with hybrid surfaces of photonic crystals and dielectric microsphere monolayers Open
In this work, a refractive index (RI) sensor with an effective integration of colorimetric detection and optical sensing capabilities has been developed. Colorimetric detection relies on the sensitivity of the structural color of photonic …