Tianrui Li
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View article: Anti-inflammatory effects of natural polysaccharides: molecular mechanisms and nanotherapeutic applications
Anti-inflammatory effects of natural polysaccharides: molecular mechanisms and nanotherapeutic applications Open
Chronic excessive inflammation drives the pathogenesis of diseases such as Heart Failure (HF) and arthritis. Natural polysaccharides, with low toxicity and biodegradability, exert anti-inflammatory effects by regulating core inflammatory s…
View article: Knowledge Enhanced Efficient Robotic Decision Making with Intuitive-Deliberate LLMs
Knowledge Enhanced Efficient Robotic Decision Making with Intuitive-Deliberate LLMs Open
Recent advancements in Large Language Models (LLMs) offer powerful capabilities in common sense reasoning and planning, making them a promising tool for Object Goal Navigation (ObjectNav). However, existing LLM-based approaches face two si…
View article: DNA viral community enhances microbial carbon fixation capacity via auxiliary metabolic genes in contaminated soils
DNA viral community enhances microbial carbon fixation capacity via auxiliary metabolic genes in contaminated soils Open
Soil is the largest organic matter repository on land and the virosphere is an essential component of soil carbon cycling. While a few carbon-related auxiliary metabolic genes (AMGs) in viruses are reported to potentially influence the hos…
View article: Comparative Analysis of Regularization Methods for Predicting Student Certification
Comparative Analysis of Regularization Methods for Predicting Student Certification Open
This chapter uses predicting student certification in online courses hosted on edX to demonstrate how to apply three powerful regularization methods, namely Least Absolute Shrinkage and Selection Operator (LASSO), Smoothly Clipped Absolute…
View article: Strategic intercropping with mulberry (Morus alba L.) predictably modulates rhizosphere microbiome assembly and enriches pathways for secondary metabolite production
Strategic intercropping with mulberry (Morus alba L.) predictably modulates rhizosphere microbiome assembly and enriches pathways for secondary metabolite production Open
Intercropping is a key strategy for sustainable agriculture, but its effects on the rhizosphere microbiome remain poorly understood. Here, we investigated how intercropping mulberry (Morus alba L.) with functionally distinct partners-a nit…
View article: Corrigendum to “CFD of the diffusion movement and concentration distribution of culinary particles in the respiratory zone of restaurant diners” [Heliyon Volume 10, Issue 13, July 2024, Article e33610]
Corrigendum to “CFD of the diffusion movement and concentration distribution of culinary particles in the respiratory zone of restaurant diners” [Heliyon Volume 10, Issue 13, July 2024, Article e33610] Open
[This corrects the article DOI: 10.1016/j.heliyon.2024.e33610.].
View article: Study on Lightning-Induced Plasma Extinguishing in 10 kV Distribution Network Lines Based on Electronegative Gas Trifluoroiodomethane
Study on Lightning-Induced Plasma Extinguishing in 10 kV Distribution Network Lines Based on Electronegative Gas Trifluoroiodomethane Open
Plasma arcs generated by lightning strikes are prone to tripping distribution lines, especially 10 kV lines. To reduce the lightning-induced tripping rate of 10 kV distribution lines and ensure the safe operation of power systems, this pap…
View article: Beyond Correlation: Causal Multi-View Unsupervised Feature Selection Learning
Beyond Correlation: Causal Multi-View Unsupervised Feature Selection Learning Open
Multi-view unsupervised feature selection (MUFS) has recently received increasing attention for its promising ability in dimensionality reduction on multi-view unlabeled data. Existing MUFS methods typically select discriminative features …
View article: TRUST-FS: Tensorized Reliable Unsupervised Multi-View Feature Selection for Incomplete Data
TRUST-FS: Tensorized Reliable Unsupervised Multi-View Feature Selection for Incomplete Data Open
Multi-view unsupervised feature selection (MUFS), which selects informative features from multi-view unlabeled data, has attracted increasing research interest in recent years. Although great efforts have been devoted to MUFS, several chal…
View article: Microstructure and mechanical properties of steel/aluminum circular oscillation laser welded joint
Microstructure and mechanical properties of steel/aluminum circular oscillation laser welded joint Open
The lap welding experiments of DP590 dual phase steel and 6022 aluminum alloys were carried out by using circular oscillation laser. The mechanism of circular oscillation on the morphology, element distribution, grain size and mechanical p…
View article: FNH-TTS: A Fast, Natural, and Human-Like Speech Synthesis System with advanced prosodic modeling based on Mixture of Experts
FNH-TTS: A Fast, Natural, and Human-Like Speech Synthesis System with advanced prosodic modeling based on Mixture of Experts Open
Achieving natural and human-like speech synthesis with low inference costs remains a major challenge in speech synthesis research. This study focuses on human prosodic patterns and synthesized spectrum harmony, addressing the challenges of…
View article: ModelNet40-E: An Uncertainty-Aware Benchmark for Point Cloud Classification
ModelNet40-E: An Uncertainty-Aware Benchmark for Point Cloud Classification Open
We introduce ModelNet40-E, a new benchmark designed to assess the robustness and calibration of point cloud classification models under synthetic LiDAR-like noise. Unlike existing benchmarks, ModelNet40-E provides both noise-corrupted poin…
View article: ErrorEraser: Unlearning Data Bias for Improved Continual Learning
ErrorEraser: Unlearning Data Bias for Improved Continual Learning Open
Continual Learning (CL) primarily aims to retain knowledge to prevent catastrophic forgetting and transfer knowledge to facilitate learning new tasks. Unlike traditional methods, we propose a novel perspective: CL not only needs to prevent…
View article: Soil Carbon Concentrations and Their Stability in the Active and Permafrost Layers of the Da Xing'an Mountains, Northeast China
Soil Carbon Concentrations and Their Stability in the Active and Permafrost Layers of the Da Xing'an Mountains, Northeast China Open
Southern boundary areas of high‐latitude permafrost regions may represent the future permafrost temperature regimes; therefore, understanding the carbon stocks and their stability in these systems can shed light on the permafrost carbon cy…
View article: Simulation study of nonlinear conductivity and electric field distribution in cross-linked polyethylene (XLPE) cables under multiphysics coupling
Simulation study of nonlinear conductivity and electric field distribution in cross-linked polyethylene (XLPE) cables under multiphysics coupling Open
The reliable operation of high-voltage power cables largely depends on accurately predicting the internal electric field distribution under complex service conditions. In cross-linked polyethylene (XLPE) insulated cables, prolonged direct …
View article: GeoCD: A Differential Local Approximation for Geodesic Chamfer Distance
GeoCD: A Differential Local Approximation for Geodesic Chamfer Distance Open
Chamfer Distance (CD) is a widely adopted metric in 3D point cloud learning due to its simplicity and efficiency. However, it suffers from a fundamental limitation: it relies solely on Euclidean distances, which often fail to capture the i…
View article: A Survey of Continual Reinforcement Learning
A Survey of Continual Reinforcement Learning Open
Reinforcement Learning (RL) is an important machine learning paradigm for solving sequential decision-making problems. Recent years have witnessed remarkable progress in this field due to the rapid development of deep neural networks. Howe…
View article: Acoustic Fault Diagnosis Method for Rotating Machinery Based on Collaborative Perception Information Aggregation Guidance Network
Acoustic Fault Diagnosis Method for Rotating Machinery Based on Collaborative Perception Information Aggregation Guidance Network Open
The non-contact and directional nature of acoustic fault diagnosis offers a distinct advantage for fault detection in complex environments, ensuring the safe and stable operation of rotating machinery. However, challenges such as complex w…
View article: Can diffusion-based generated magnetic resonance images predict glioma methylation accurately?
Can diffusion-based generated magnetic resonance images predict glioma methylation accurately? Open
Our diffusion-based model demonstrates promise in accelerating magnetic resonance image acquisition while preserving vital pathological detail, suggesting enhanced diagnostic capabilities. Future research will evaluate its clinical applica…
View article: Non-collective Calibrating Strategy for Time Series Forecasting
Non-collective Calibrating Strategy for Time Series Forecasting Open
Deep learning-based approaches have demonstrated significant advancements in time series forecasting. Despite these ongoing developments, the complex dynamics of time series make it challenging to establish the rule of thumb for designing …
View article: One year in the classroom with ChatGPT: empirical insights and transformative impacts
One year in the classroom with ChatGPT: empirical insights and transformative impacts Open
Generative Artificial Intelligence (GAI), such as OpenAI’s ChatGPT, has rapidly emerged as a transformative tool in higher education, offering opportunities to enhance teaching and learning. This paper describes the design and implementati…
View article: Less is More: Efficient Point Cloud Reconstruction via Multi-Head Decoders
Less is More: Efficient Point Cloud Reconstruction via Multi-Head Decoders Open
We challenge the common assumption that deeper decoder architectures always yield better performance in point cloud reconstruction. Our analysis reveals that, beyond a certain depth, increasing decoder complexity leads to overfitting and d…
View article: Topology-Aware Knowledge Propagation in Decentralized Learning
Topology-Aware Knowledge Propagation in Decentralized Learning Open
Decentralized learning enables collaborative training of models across naturally distributed data without centralized coordination or maintenance of a global model. Instead, devices are organized in arbitrary communication topologies, in w…
View article: Neural Associative Skill Memories for safer robotics and modelling human sensorimotor repertoires
Neural Associative Skill Memories for safer robotics and modelling human sensorimotor repertoires Open
Modern robots face challenges shared by humans, where machines must learn multiple sensorimotor skills and express them adaptively. Equipping robots with a human-like memory of how it feels to do multiple stereotypical movements can make r…