Mengyuan Jiang

Hierarchical Mean-Field Theory-based Off-Policy GRPO for Federated Edge Learning in Resource-Constrained Edge Computing

B. Ai, Yu Sun, Yi-Xiang Wang, Mengyuan Jiang et autres

The proliferation of edge devices, data continuously generated at the network edge has given risen to the generation of potential privacy disclosure concerns. Federated edge learning (FEL) in the mobile edge computing (MEC) systems, as a distributed machine learning architecture, can be …

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Differentiation of four black tea cultivars based on E-tongue combined with HS-GC-IMS and UPLC-Q-TOF-MS/MS

Mengying Wu, Hui-Xiong Zhong, Fu-Xiang Li, Xiangyu Chen et autres

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GULP1 protects against diabetic cardiomyopathy through IKIP/NF-κB-dependent improvement of mitochondrial function

Mengyuan Jiang, Xiao-Hua Zhang, Huan-Le Zhang, Yue Hou et autres

BACKGROUND: Mitochondrial structural abnormalities and impaired energy metabolism are recognized hallmarks of diabetic cardiomyopathy (DCM). GULP1 (PTB-domain engulfment adapter protein 1, also known as CED-6) is a cytoplasmic adaptor protein containing a phosphotyrosine-binding domain. GULP1 has been implicated in metabolic disorders, particularly …

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Guizhou Green Tea Metabolomics Analysis: Volatile Metabolites Based on HS‐GC‐IMS and UPLC‐Q‐TOF‐MSMS and Quality Evaluation

Hui-Xiong Zhong, Mengying Wu, Fu-Xiang Li, Xiangyu Chen et autres

This study identifies metabolite profiles associated with aroma variations among three Guizhou green teas (Meitan Cuiya, Meitan Maofeng, and Duyun Maojian) using integrated HS‐GC‐IMS and UPLC‐Q‐TOF‐MSMS analysis. We identified 57 volatile organic compounds and 159 phenolic compounds, with 22 compounds exhibiting relative …

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Multimodal Feature Hybrid Encoding and Interactive Decoding Network for RGB-D Salient Object Detection

Mengyuan Jiang, Chen Pan, Ruihong Wang

The RGB-D salient object detection (SOD) task aims to pinpoint salient objects in RGB and depth images, with the key challenge being effective multimodal integration. This article presents MHINet, a network tailored for RGB-D SOD, encompassing a dual-stream swin transformer encoder, adaptive …

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A pH-Responsive DNA Platform for Gentle Enrichment and Efficient Recovery of Extracellular Vesicles

Lizhuan Zhang, Cai Yang, Juncai Li, Mengyuan Jiang et autres

Extracellular vesicles (EVs) have emerged as crucial mediators of intercellular communication, capable of transporting a wide array of biomolecules. Their exceptional potential as both biomarkers and therapeutic agents has garnered significant attention in biomedical research. However, the broader application of EVs is …

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Ear Remnant Incision Expander Method for Conchal-Type Microtia

Jingwei Feng, Mengyuan Jiang, Ruibing Su, Yanyong Zhao et autres

OBJECTIVES: The aims of the study were to evaluate the clinical efficacy of the ear remnant incision expander method for ear reconstruction in conchal-type (Grade II in Marx classification) microtia and analyze its advantages, limitations, and optimization strategies. METHODS: This retrospective study …

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An aptamer-drug conjugate for promising cancer therapy with comprehensive evaluation from rodents to non-human primates

Minhui Su, Yuan Liu, Hongxin Lin, Xiaoxing Wang et autres

Aptamers serve as unique targeting ligands, making aptamer-drug conjugates (ApDCs) an attractive strategy for targeted cancer therapy. This study performs a comprehensive evaluation from rodents to non-human primates (NHP) of a protein tyrosine kinase 7 (PTK7)-targeted ApDC (Sgc8c-M) made by conjugating the …

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Systemic Delivery of an mRNA-Encoding, Tumor-Activated Interleukin-12 Lock to Eliminate Tumors and Avoid Immune-Related Adverse Events

Cai Yang, Lizhuan Zhang, Yuying Yang, Minhui Su et autres

Interleukin-12 (IL-12) is a robust proinflammatory cytokine that activates immune cells, such as T cells and natural killer cells, to induce antitumor immunity. However, the clinical application of recombinant IL-12 has been limited by systemic immune-related adverse events (irAEs) and rapid degradation. …

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Central Composite Design Optimization for the Synthesis of Butyl Acetate Catalyzed by Liquid Lipase

Mengyuan Jiang, Zi‐Teng Yu, Ming Zhang, Anqi Li et autres

Butyl acetate, a valuable flavor ester, is conventionally synthesized through acid-catalyzed reactions, which suffer from environmental concerns and inefficiencies. This study explores a greener alternative using liquid lipase Novozym 400238 for its enzymatic synthesis. The central composite design (CCD) within response surface …

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TUSILS-SRA: A Modified Way of Costal Cartilage Harvest for Rhinoplasty

Mengyuan Jiang, Xiaoming Sun, Liying Cheng, Haizhong Huo et autres

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Free-Space Optical Communication Receiver with MMF and Photonic Processing Circuit

Mengyuan Jiang, Go Soma, Chun Ren, Takuo Tanemura

We propose a free-space optical receiver with multimode fiber (MMF) and photonic integrated circuit (PIC) composed of tunable Mach-Zehnder interferometers. The wavefront distortion inside the MMF is adaptively corrected by the PIC, enabling misalignment-resilient operation.

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