Wanyi Gu
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View article: From Transformer to Transponder: Introducing Contextual Modulation Training for Residual Learning in LLMs
From Transformer to Transponder: Introducing Contextual Modulation Training for Residual Learning in LLMs Open
Transformers are the backbone of state-of-the-art systems across language, vision, and multimodal learning tasks, yet the relevance scale of their functional blocks (self-attention and feed-forward networks) is typically constant across in…
View article: Natural convection heat transfer along vertical wavy surfaces with different amplitude-to-wavelength ratios
Natural convection heat transfer along vertical wavy surfaces with different amplitude-to-wavelength ratios Open
View article: Residual Connection Learning by Contextual Modulation Training in Modern Deep Neural Networks
Residual Connection Learning by Contextual Modulation Training in Modern Deep Neural Networks Open
Residual connections are a cornerstone of modern deep neural networks, facilitating stable gradient propagation and maintaining representational expressiveness. Conventional residual formulations typically combine identity mappings and fun…
View article: Detecting Unknown Vulnerabilities in Smart Contracts with the CNN-BiLSTM Model
Detecting Unknown Vulnerabilities in Smart Contracts with the CNN-BiLSTM Model Open
Smart contracts, fundamental to blockchain technology, are extensively utilized in diverse fields such as finance, supply chain management, and beyond. Nevertheless, their capability to handle significant transactions and their unchangeabl…
View article: Framework of Cloud Computing Resource Scheduling for Vehicle Fault Diagnosis
Framework of Cloud Computing Resource Scheduling for Vehicle Fault Diagnosis Open
Internet of Vehicles (IoVs) provides communication and computing resources, which makes the on-board diagnosis of vehicle faults possible. However, those resources need to be expanded to support the accurate analysis of the on-board diagno…
View article: FRAD: Front-Running Attacks Detection on Ethereum using Ternary Classification Model
FRAD: Front-Running Attacks Detection on Ethereum using Ternary Classification Model Open
With the evolution of blockchain technology, the issue of transaction security, particularly on platforms like Ethereum, has become increasingly critical. Front-running attacks, a unique form of security threat, pose significant challenges…
View article: CEP55 Positively Affects Tumorigenesis of Esophageal Squamous Cell Carcinoma and Is Correlated with Poor Prognosis
CEP55 Positively Affects Tumorigenesis of Esophageal Squamous Cell Carcinoma and Is Correlated with Poor Prognosis Open
Centrosomal protein 55 (CEP55) is a centrosome- and midbody-associated protein that is overexpressed in several cancers. However, the underlying molecular mechanism of CEP55-mediated progression and metastasis of esophageal squamous cell c…
View article: Broadband Spurious-Free Dynamic Range Expander for Microwave Photonic Links Based on Optical Distortion Control
Broadband Spurious-Free Dynamic Range Expander for Microwave Photonic Links Based on Optical Distortion Control Open
A wideband spurious-free dynamic range (SFDR) expander that uses optical distortion control technique is proposed in this study for microwave photonic links. A third-order intermodulation distortion (IMD3), which is sensed by extracting th…
View article: Passive-Compensation-Based Stable RF Phase Dissemination for Multiaccess Trunk Fiber Link With Anti-GVD and Anti-Backscattering Function
Passive-Compensation-Based Stable RF Phase Dissemination for Multiaccess Trunk Fiber Link With Anti-GVD and Anti-Backscattering Function Open
We propose and demonstrate a scheme of stable radio frequency (RF) phase dissemination for multiaccess trunk fiber link by passive frequency mixing with anti-group velocity dispersion (GVD) and anti-backscattering function. The propagation…
View article: Microwave photonic phase-tunable mixer
Microwave photonic phase-tunable mixer Open
Traditional microwave photonic systems cannot implement frequency up-conversion with phase tunable capability, which plays an important role for phase array beamforming. Here, a method that can implement both upconversion and downconversio…
View article: Simultaneous Improvements of Gain and Linearity in Dispersion-Tolerant Phase-Modulated Analog Photonic Link
Simultaneous Improvements of Gain and Linearity in Dispersion-Tolerant Phase-Modulated Analog Photonic Link Open
A high-gain, dispersion-tolerant, and linear phase-modulated analog photonic link is proposed and demonstrated based on full spectrum optical sideband processing (FSOSP). In the proposed link, upper sidebands and lower sidebands are transm…
View article: A Novel High-Linearity Microwave Photonic Link Based on the Strategy of Adding a Compensation Path Using a Bidirectional Phase Modulator
A Novel High-Linearity Microwave Photonic Link Based on the Strategy of Adding a Compensation Path Using a Bidirectional Phase Modulator Open
A novel phase-modulation direct-demodulation microwave photonic link for improving the spurious-free dynamic range (SFDR) is proposed and experimentally demonstrated. In the proposed system, two different C-band optical wavelengths are mod…
View article: GVD-insensitive stable radio frequency phase dissemination for arbitrary-access loop link
GVD-insensitive stable radio frequency phase dissemination for arbitrary-access loop link Open
We propose and experimentally demonstrate a stable radio frequency (RF) phase dissemination scheme for a long-haul optical fiber loop link based on frequency mixing. Using a single optical source in both directions of the loop link, additio…
View article: Shared end-to-content backup path protection in k-node (edge) content connected elastic optical datacenter networks
Shared end-to-content backup path protection in k-node (edge) content connected elastic optical datacenter networks Open
To quantitatively measure content connectivity and provide protection for different kinds of content, the concept of k-node (edge) content connectivity is proposed recently. Based on k-node (edge) content connectivity, k-node (edge) conten…