Xinli Shi
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View article: The effect of tDCS on postoperative opioid consumption and pain after general anesthesia: A systematic review and meta-analysis of randomized controlled trials
The effect of tDCS on postoperative opioid consumption and pain after general anesthesia: A systematic review and meta-analysis of randomized controlled trials Open
Background: Transcranial direct current stimulation (tDCS), as a supplementary plan during the perioperative period, is currently a novel exploration of using neuromodulation techniques to improve postoperative symptoms. Methods: We search…
View article: Efficient Diffusion-Based 3D Human Pose Estimation with Hierarchical Temporal Pruning
Efficient Diffusion-Based 3D Human Pose Estimation with Hierarchical Temporal Pruning Open
Diffusion models have demonstrated strong capabilities in generating high-fidelity 3D human poses, yet their iterative nature and multi-hypothesis requirements incur substantial computational cost. In this paper, we propose an Efficient Di…
View article: A Hybrid Stochastic Gradient Tracking Method for Distributed Online Optimization Over Time-Varying Directed Networks
A Hybrid Stochastic Gradient Tracking Method for Distributed Online Optimization Over Time-Varying Directed Networks Open
With the increasing scale and dynamics of data, distributed online optimization has become essential for real-time decision-making in various applications. However, existing algorithms often rely on bounded gradient assumptions and overloo…
View article: A meta-learning approach for predicting asphalt pavement deflection basin area
A meta-learning approach for predicting asphalt pavement deflection basin area Open
To address the urgent need for accurate pavement performance modeling in pavement design, this study proposes a meta-learning-based few-shot learning method for predicting the Deflection Basin Area (DBA) of asphalt pavements. The method ut…
View article: Fabrication of a Near-Infrared Upconversion Nanosensor for the Ultrasensitive Detection of eARGs Using a Dual-Amplification Strategy
Fabrication of a Near-Infrared Upconversion Nanosensor for the Ultrasensitive Detection of eARGs Using a Dual-Amplification Strategy Open
Extracellular antibiotic resistance genes (eARGs) have emerged as significant environmental contaminants due to their role in the transmission and proliferation of antibiotic-resistant bacteria, posing a major threat to global health. Trad…
View article: Improving Fast Adversarial Training Paradigm: An Example Taxonomy Perspective
Improving Fast Adversarial Training Paradigm: An Example Taxonomy Perspective Open
While adversarial training is an effective defense method against adversarial attacks, it notably increases the training cost. To this end, fast adversarial training (FAT) is presented for efficient training and has become a hot research t…
View article: Water-Soluble Carbon Dots with Aie Characteristics for Latent Fingerprints Recognition and Information Encryption
Water-Soluble Carbon Dots with Aie Characteristics for Latent Fingerprints Recognition and Information Encryption Open
View article: Development of a Single-System Dual-Emission Ratiometric Fluorescent Probe for Efficient Ethanol Sensing
Development of a Single-System Dual-Emission Ratiometric Fluorescent Probe for Efficient Ethanol Sensing Open
View article: Neural Relational and Dynamics Inference for Complex Systems
Neural Relational and Dynamics Inference for Complex Systems Open
View article: A Proximal Gradient Method With Probabilistic Multi-Gossip Communications for Decentralized Composite Optimization
A Proximal Gradient Method With Probabilistic Multi-Gossip Communications for Decentralized Composite Optimization Open
Decentralized optimization methods with local updates have recently gained attention for their provable ability to communication acceleration. In these methods, nodes perform several iterations of local computations between the communicati…
View article: Status and developmental trends in recombinant collagen preparation technology
Status and developmental trends in recombinant collagen preparation technology Open
Recombinant collagen is a pivotal topic in foundational biological research and epitomizes the application of critical bioengineering technologies. These technological advancements have profound implications across diverse areas such as re…
View article: Fixed-Time Gradient Flows for Solving Constrained Optimization: A Unified Approach
Fixed-Time Gradient Flows for Solving Constrained Optimization: A Unified Approach Open
The accelerated method in solving optimization problems has always been an absorbing topic. Based on the fixed-time (FxT) stability of nonlinear dynamical systems, we provide a unified approach for designing FxT gradient flows (FxTGFs). Fi…
View article: A Data-Driven Rutting Depth Short-Time Prediction Model with Metaheuristic Optimization for Asphalt Pavements Based on RIOHTrack
A Data-Driven Rutting Depth Short-Time Prediction Model with Metaheuristic Optimization for Asphalt Pavements Based on RIOHTrack Open
Rutting of asphalt pavements is a crucial design criterion in various pavement design guides. A good road transportation base can provide security for the transportation of oil and gas in road transportation. This study attempts to develop…
View article: Extended Zero-Gradient-Sum Approach for Constrained Distributed Optimization with Free Initialization
Extended Zero-Gradient-Sum Approach for Constrained Distributed Optimization with Free Initialization Open
This paper proposes an extended zero-gradient-sum (EZGS) approach for solving constrained distributed optimization (DO) with free initialization. A Newton-based continuous-time algorithm (CTA) is first designed for general constrained opti…
View article: Fluorescent Dye-Doped Brightening Polymer-Stabilized Bistable Cholesteric Liquid Crystal Films
Fluorescent Dye-Doped Brightening Polymer-Stabilized Bistable Cholesteric Liquid Crystal Films Open
Brightening polymer-stabilized bistable cholesteric liquid crystal (PSBCLC) films with doped fluorescent dyes were prepared using the polymerization-induced phase separation (PIPS) method. The transmittance performance behavior of these fi…
View article: Decentralized Inexact Proximal Gradient Method With Network-Independent Stepsizes for Convex Composite Optimization
Decentralized Inexact Proximal Gradient Method With Network-Independent Stepsizes for Convex Composite Optimization Open
This paper proposes a novel CTA (Combine-Then-Adapt)-based decentralized algorithm for solving convex composite optimization problems over undirected and connected networks. The local loss function in these problems contains both smooth an…
View article: An Accelerated End-to-End Method for Solving Routing Problems
An Accelerated End-to-End Method for Solving Routing Problems Open
View article: An Augmented Model of Rutting Data Based on Radial Basis Neural Network
An Augmented Model of Rutting Data Based on Radial Basis Neural Network Open
The rutting depth is an important index to evaluate the damage degree of the pavement. Therefore, establishing an accurate rutting depth prediction model can guide pavement design and provide the necessary basis for pavement maintenance. H…
View article: Differentially Private Decentralized Optimization with Relay Communication
Differentially Private Decentralized Optimization with Relay Communication Open
Security concerns in large-scale networked environments are becoming increasingly critical. To further improve the algorithm security from the design perspective of decentralized optimization algorithms, we introduce a new measure: Privacy…
View article: BALPA: A Balanced Primal-Dual Algorithm for Nonsmooth Optimization with Application to Distributed Optimization
BALPA: A Balanced Primal-Dual Algorithm for Nonsmooth Optimization with Application to Distributed Optimization Open
In this paper, we propose a novel primal-dual proximal splitting algorithm (PD-PSA), named BALPA, for the composite optimization problem with equality constraints, where the loss function consists of a smooth term and a nonsmooth term comp…
View article: Plain metallic biomaterials: opportunities and challenges
Plain metallic biomaterials: opportunities and challenges Open
The ‘plainification of materials’ has been conceptualized to promote the sustainable development of materials. This perspective, for the first time in the field of biomaterials, proposes and defines ‘plain metallic biomaterials (PMBs)’ wit…
View article: Finite-Time Convergent Algorithms for Time-Varying Distributed Optimization
Finite-Time Convergent Algorithms for Time-Varying Distributed Optimization Open
This paper focuses on finite-time (FT) convergent distributed algorithms for solving time-varying (TV) distributed optimization (TVDO). The objective is to minimize the sum of local TV cost functions subject to the possible TV constraints …
View article: Functionalization of biomedical materials using fusion peptides for tissue regeneration
Functionalization of biomedical materials using fusion peptides for tissue regeneration Open
Tissue development deformity or tissue defect is a major clinical challenge. Tissue engineering technology provides a promising solution to these problems. Among them, functional biomaterials with regenerative abilities are one of the deve…
View article: DISA: A Dual Inexact Splitting Algorithm for Distributed Convex Composite Optimization
DISA: A Dual Inexact Splitting Algorithm for Distributed Convex Composite Optimization Open
In this paper, we propose a novel Dual Inexact Splitting Algorithm (DISA) for distributed convex composite optimization problems, where the local loss function consists of a smooth term and a possibly nonsmooth term composed with a linear …
View article: Progress and prospect of technical and regulatory challenges on tissue-engineered cartilage as therapeutic combination product
Progress and prospect of technical and regulatory challenges on tissue-engineered cartilage as therapeutic combination product Open
View article: Complex network approach for the evaluation of asphalt pavement design and construction: a longitudinal study
Complex network approach for the evaluation of asphalt pavement design and construction: a longitudinal study Open
View article: Exponential Convergence of Primal-Dual Dynamical System for Linear Constrained Optimization
Exponential Convergence of Primal-Dual Dynamical System for Linear Constrained Optimization Open
Primal-dual dynamics (PDD) and its variants are prominent first-order continuous-time algorithms to determine the primal and dual solutions of a constrained optimization problem (COP). Due to the simple structure, they have received widesp…
View article: A data-driven approach to the evaluation of asphalt pavement structures using falling weight deflectometer
A data-driven approach to the evaluation of asphalt pavement structures using falling weight deflectometer Open
The evaluation of asphalt pavement structures has been a critical challenge in the field due to the practical limitations in methodology. In this paper, we propose a data-driven framework to evaluate structural performance of nineteen wide…
View article: Quality of reporting and adherence to the ARRIVE guidelines 2.0 for preclinical degradable metal research in animal models of bone defect and fracture: a systematic review
Quality of reporting and adherence to the ARRIVE guidelines 2.0 for preclinical degradable metal research in animal models of bone defect and fracture: a systematic review Open
In vivo testing is crucial for the evaluation of orthopedic implant efficacy and safety. However, the translation and reproducibility of preclinical animal experiments are not always satisfactory, and reporting quality is among the essenti…
View article: Tissue Engineering and Regulatory Science
Tissue Engineering and Regulatory Science Open