Yongming Huang
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View article: Lightweight Multimodal Edge Computing for Low‐Latency Dialogue Simulation in Spoken English Practice
Lightweight Multimodal Edge Computing for Low‐Latency Dialogue Simulation in Spoken English Practice Open
With the rapid development of intelligent education, spoken English practice systems based on dialogue simulation have become essential tools for language learning. However, traditional cloud‐based dialogue systems face significant challen…
View article: Research on Online Positioning Method for Horizontal Directional Drilling Bits Based on Transformer-UKF Algorithm
Research on Online Positioning Method for Horizontal Directional Drilling Bits Based on Transformer-UKF Algorithm Open
With the acceleration of urbanization, horizontal directional drilling (HDD) technology has been increasingly applied in underground engineering construction, where the accuracy of drill bit positioning directly impacts construction qualit…
View article: Surpassing kilometer-scale terahertz wireless communication beyond 300 GHz enabled by hybrid photonic–electronic synergy
Surpassing kilometer-scale terahertz wireless communication beyond 300 GHz enabled by hybrid photonic–electronic synergy Open
Terahertz (THz) bands are critical for next-generation wireless fronthaul/backhaul applications. However, they face a fundamental coverage range limitation due to low emission power, severe path loss, and poor receiving sensitivity, especi…
View article: Multi-Grained Spatial-Temporal Feature Complementarity for Accurate Online Cellular Traffic Prediction
Multi-Grained Spatial-Temporal Feature Complementarity for Accurate Online Cellular Traffic Prediction Open
Knowledge discovered from telecom data can facilitate proactive understanding of network dynamics and user behaviors, which in turn empowers service providers to optimize cellular traffic scheduling and resource allocation. Nevertheless, t…
View article: Low-noise frequency synthesis and terahertz wireless communication driven by compact turnkey Kerr combs
Low-noise frequency synthesis and terahertz wireless communication driven by compact turnkey Kerr combs Open
High frequency microwave, spanning up to terahertz frequency, is pivotal for next-generation communication, sensing and radar. However, it faces fundamental noise limitations when frequency is pushed towards such boundary of conventional e…
View article: Integrated User Scheduling and Beam Steering in Over-the-Air Federated Learning for Mobile IoT
Integrated User Scheduling and Beam Steering in Over-the-Air Federated Learning for Mobile IoT Open
The rising popularity of Internet of things (IoT) has spurred technological advancements in mobile internet and interconnected systems. While offering flexible connectivity and intelligent applications across various domains, IoT service p…
View article: PAM-free hairpin target binding activates <b> <i>t</i> </b> <i> <b>rans</b> </i>-cleavage activity of Cas12a
PAM-free hairpin target binding activates <b> <i>t</i> </b> <i> <b>rans</b> </i>-cleavage activity of Cas12a Open
CRISPR–Cas12a has been demonstrated to be activated for its trans-cleavage activity by single- and double-stranded DNA containing a protospacer adjacent motif (PAM), but other types of activators have remained undiscovered. In this work, w…
View article: IGFBP1 is One of 10 Metabolic Factors Predicting Recurrence Free Survival in Gastric Cancer and Promotes Cancer Progression via ZFX-IGFBP1 Axis
IGFBP1 is One of 10 Metabolic Factors Predicting Recurrence Free Survival in Gastric Cancer and Promotes Cancer Progression via ZFX-IGFBP1 Axis Open
We established a prognostic nomogram integrating the 10-metabolic gene signature for GC RFS prediction. IGFBP1 emerges as a potential therapeutic target and biomarker, with ZFX-driven transcriptional activation as a novel regulatory axis i…
View article: Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning
Fine-Grained Graph Representation Learning for Heterogeneous Mobile Networks with Attentive Fusion and Contrastive Learning Open
AI becomes increasingly vital for telecom industry, as the burgeoning complexity of upcoming mobile communication networks places immense pressure on network operators. While there is a growing consensus that intelligent network self-drivi…
View article: Joint Detection and Angle Estimation for Multiple Jammers in Beamspace Massive MIMO
Joint Detection and Angle Estimation for Multiple Jammers in Beamspace Massive MIMO Open
In this paper, we study the joint detection and angle estimation problem for beamspace multiple-input multiple-output (MIMO) systems with multiple random jamming targets. An iterative low-complexity generalized likelihood ratio test (GLRT)…
View article: RMTransformer: Accurate Radio Map Construction and Coverage Prediction
RMTransformer: Accurate Radio Map Construction and Coverage Prediction Open
Radio map, or pathloss map prediction, is a crucial method for wireless network modeling and management. By leveraging deep learning to construct pathloss patterns from geographical maps, an accurate digital replica of the transmission env…
View article: Prolyl 4‐hydroxylase α‐subunit family regulation of type I collagen deposition and IL17RB/c‐Jun activation synergistically mediate choline dehydrogenase promotion of colorectal cancer metastasis
Prolyl 4‐hydroxylase α‐subunit family regulation of type I collagen deposition and IL17RB/c‐Jun activation synergistically mediate choline dehydrogenase promotion of colorectal cancer metastasis Open
Metastasis continues to pose a significant challenge in tumor treatment. Evidence indicates that choline dehydrogenase (CHDH) is crucial in tumorigenesis. However, the functional role of CHDH in colorectal cancer (CRC) metastasis remains u…
View article: Learning for Cross-Layer Resource Allocation in MEC-Aided Cell-Free Networks
Learning for Cross-Layer Resource Allocation in MEC-Aided Cell-Free Networks Open
Cross-layer resource allocation over mobile edge computing (MEC)-aided cell-free networks can sufficiently exploit the transmitting and computing resources to promote the data rate. However, the technical bottlenecks of traditional methods…
View article: Model-driven deep neural network for enhanced direction finding with commodity 5G gNodeB
Model-driven deep neural network for enhanced direction finding with commodity 5G gNodeB Open
Pervasive and high-accuracy positioning has become increasingly important as a fundamental enabler for intelligent connected devices in mobile networks. Nevertheless, current wireless networks heavily rely on pure model-driven techniques t…
View article: Fine-grained graph representation learning for heterogeneous mobile networks with attentive fusion and contrastive learning
Fine-grained graph representation learning for heterogeneous mobile networks with attentive fusion and contrastive learning Open
AI becomes increasingly vital for telecom industry, as the burgeoning complexity of upcoming mobile communication networks places immense pressure on network operators. While there is a growing consensus that intelligent network self-drivi…
View article: Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB
Model-Driven Deep Neural Network for Enhanced AoA Estimation Using 5G gNB Open
High-accuracy positioning has become a fundamental enabler for intelligent connected devices. Nevertheless, the present wireless networks still rely on model-driven approaches to achieve positioning functionality, which are susceptible to …
View article: Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems
Access Point Deployment for Localizing Accuracy and User Rate in Cell-Free Systems Open
Evolving next-generation mobile networks is designed to provide ubiquitous coverage and networked sensing. With utility of multi-view sensing and multi-node joint transmission, cell-free is a promising technique to realize this prospect. T…
View article: Online Adaptive Real-Time Beamforming Design for Dynamic Environments in\n Cell-Free Systems
Online Adaptive Real-Time Beamforming Design for Dynamic Environments in\n Cell-Free Systems Open
In this paper, we consider real-time beamforming design for dynamic wireless\nenvironments with varying channels and different numbers of access points (APs)\nand users in cell-free systems. Specifically, a sum-rate maximization\noptimizat…
View article: Lyapunov-guided Multi-Agent Reinforcement Learning for Delay-Sensitive Wireless Scheduling
Lyapunov-guided Multi-Agent Reinforcement Learning for Delay-Sensitive Wireless Scheduling Open
In this paper, a two-stage intelligent scheduler is proposed to minimize the packet-level delay jitter while guaranteeing delay bound. Firstly, Lyapunov technology is employed to transform the delay-violation constraint into a sequential s…
View article: Jamming Detection and Channel Estimation for Spatially Correlated Beamspace Massive MIMO
Jamming Detection and Channel Estimation for Spatially Correlated Beamspace Massive MIMO Open
In this paper, we investigate the problem of jamming detection and channel estimation during multi-user uplink beam training under random pilot jamming attacks in beamspace massive multi-input-multi-output (MIMO) systems. For jamming detec…
View article: Sensitive and rapid detection of bisphenol A using signal amplification nanoparticles loaded with anti-bisphenol A monoclonal antibody
Sensitive and rapid detection of bisphenol A using signal amplification nanoparticles loaded with anti-bisphenol A monoclonal antibody Open
Bisphenol A has been reported to be a ubiquitous contaminant, and exposure to this compound can lead to adverse effects in human health. In the study, monoclonal antibody against BPA (anti-BPA mAb) with high affinity (3.74 × 109 L/mol) sec…
View article: Over-the-Air Federated Learning in Cell-Free MIMO with Long-term Power Constraint
Over-the-Air Federated Learning in Cell-Free MIMO with Long-term Power Constraint Open
Wireless networks supporting artificial intelligence have gained significant attention, with Over-the-Air Federated Learning emerging as a key application due to its unique transmission and distributed computing characteristics. This paper…
View article: ISAC‐oriented access point placement in cell‐free mMIMO systems
ISAC‐oriented access point placement in cell‐free mMIMO systems Open
In mobile communication networks for integrated sensing and communication, site planning of access points fundamentally determines both communication quality and sensing performance. This paper aims to tackle the AP placement problem under…
View article: Joint Optimization of Data- and Model-Driven Probing Beams and Beam Predictor
Joint Optimization of Data- and Model-Driven Probing Beams and Beam Predictor Open
Hierarchical search in millimeter-wave (mmWave) communications incurs significant beam training overhead and delay, especially in a dynamic environment. Deep learning-enabled beam prediction is promising to significantly mitigate the overh…
View article: Generative Learning Powered Probing Beam Optimization for Cell-Free Hybrid Beamforming
Generative Learning Powered Probing Beam Optimization for Cell-Free Hybrid Beamforming Open
Probing beam measurement (PBM)-based hybrid beamforming provides a feasible solution for cell-free MIMO. In this letter, we propose a novel probing beam optimization framework where three collaborative modules respectively realize PBM augm…
View article: Anti-jamming Transmission of Downlink Cell Free Millimeter-Wave MIMO System
Anti-jamming Transmission of Downlink Cell Free Millimeter-Wave MIMO System Open
In this letter, the maximization of resistible jamming power is studied for multi-user downlink millimeter-wave cell-free multiple-input-multiple-output (CF-MIMO) systems. We propose an alternate optimization-based anti-jamming hybrid beam…
View article: Photonics-aided exceeding 200-Gb/s wireless data transmission over outdoor long-range 2 × 2 MIMO THz links at 300 GHz
Photonics-aided exceeding 200-Gb/s wireless data transmission over outdoor long-range 2 × 2 MIMO THz links at 300 GHz Open
Outdoor long-range terahertz (THz) communications often come at the expense of transmission rate. Moreover, the practicability of the single polarization optical/THz link, which is commonly used in the previous long-range THz demonstration…
View article: Identification of a signature of histone modifiers in kidney renal clear cell carcinoma
Identification of a signature of histone modifiers in kidney renal clear cell carcinoma Open
Kidney renal clear cell carcinoma (KIRC) is a cancer that is closely associated with epigenetic alterations, and histone modifiers (HMs) are closely related to epigenetic regulation. Therefore, this study aimed to comprehensively explore t…