Yuke Zhang
YOU?
Author Swipe
View article: Electric-field-induced quantum anomalous valley Hall effect in antiferromagnetic bilayer
Electric-field-induced quantum anomalous valley Hall effect in antiferromagnetic bilayer Open
View article: FPAN: Mitigating Replication in Diffusion Models through the Fine-Grained Probabilistic Addition of Noise to Token Embeddings
FPAN: Mitigating Replication in Diffusion Models through the Fine-Grained Probabilistic Addition of Noise to Token Embeddings Open
Diffusion models have demonstrated remarkable potential in generating high-quality images. However, their tendency to replicate training data raises serious privacy concerns, particularly when the training datasets contain sensitive or pri…
View article: Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study
Interpretable Machine Learning for Macro Alpha: A News Sentiment Case Study Open
This study introduces an interpretable machine learning (ML) framework to extract macroeconomic alpha from global news sentiment. We process the Global Database of Events, Language, and Tone (GDELT) Project's worldwide news feed using FinB…
View article: Evaluation of soil heavy metal(loid)s contamination and its impact on food safety in the suburbs of an industrial city, Henan Province, China
Evaluation of soil heavy metal(loid)s contamination and its impact on food safety in the suburbs of an industrial city, Henan Province, China Open
Rapid industrial development increases soil contamination risks in suburban agricultural areas; however, the extent and sources of heavy metal(loid)s pollution in the soil during this process are not well understood. This study investigate…
View article: Effect of N-acetylcysteine on antimicrobials induced nephrotoxicity: a meta-analysis
Effect of N-acetylcysteine on antimicrobials induced nephrotoxicity: a meta-analysis Open
View article: Search of high-frequency variations of fundamental constants using spin-based quantum sensors
Search of high-frequency variations of fundamental constants using spin-based quantum sensors Open
This study presents a novel method using spin quantum sensors to explore temporal variations of fundamental constants, significantly expanding the frequency range and providing constraints on scalar dark matter.
View article: Machine learning exploration of topological polarization pattern in hexagonal boron nitride moiré superlattice
Machine learning exploration of topological polarization pattern in hexagonal boron nitride moiré superlattice Open
Twisted moiré supercells, which can be approximated as a combination of sliding bilayers and constitute various topologically nontrivial polarization patterns, attract extensive attention recently. However, because of the excessive size of…
View article: Diverse Inference and Verification for Advanced Reasoning
Diverse Inference and Verification for Advanced Reasoning Open
Reasoning LLMs such as OpenAI o1, o3 and DeepSeek R1 have made significant progress in mathematics and coding, yet find challenging advanced tasks such as International Mathematical Olympiad (IMO) combinatorics problems, Abstraction and Re…
View article: Fault diagnosis of ACS based on the Self-Weighted Adaptive Locality Discriminant Projection Analysis method
Fault diagnosis of ACS based on the Self-Weighted Adaptive Locality Discriminant Projection Analysis method Open
View article: LoyalDiffusion: A Diffusion Model Guarding Against Data Replication
LoyalDiffusion: A Diffusion Model Guarding Against Data Replication Open
Diffusion models have demonstrated significant potential in image generation. However, their ability to replicate training data presents a privacy risk, particularly when the training data includes confidential information. Existing mitiga…
View article: The rural elderly's perception of the decline in intrinsic capacity and their needs for intervention: a qualitative study
The rural elderly's perception of the decline in intrinsic capacity and their needs for intervention: a qualitative study Open
Backgronud:The decline in intrinsic capacity is widespread among the elderly in rural areas.This study explored the cognitive and intervention needs of the decline in intrinsic capacity among rural elderly individuals from the perspective …
View article: TinyML Security: Exploring Vulnerabilities in Resource-Constrained Machine Learning Systems
TinyML Security: Exploring Vulnerabilities in Resource-Constrained Machine Learning Systems Open
Tiny Machine Learning (TinyML) systems, which enable machine learning inference on highly resource-constrained devices, are transforming edge computing but encounter unique security challenges. These devices, restricted by RAM and CPU capa…
View article: Ferrovalley Physics in Stacked Bilayer Altermagnetic Systems
Ferrovalley Physics in Stacked Bilayer Altermagnetic Systems Open
As an emerging magnetic phase, altermagnets with compensated magnetic order and non-relativistic spin-splitting have attracted widespread attention. Currently, strain engineering is considered to be an effective method for inducing valley …
View article: Dual-branch feature encoding framework for infrared images super-resolution reconstruction
Dual-branch feature encoding framework for infrared images super-resolution reconstruction Open
Infrared thermal imaging is a passive non-contact detection and identification technology, which is not subject to electromagnetic infection and good concealment, is widely used in military and commercial fields. However, due to the limita…
View article: Observing ferroelastic switching in Hf<sub>0.5</sub>Zr<sub>0.5</sub>O<sub>2</sub> thin film
Observing ferroelastic switching in Hf<sub>0.5</sub>Zr<sub>0.5</sub>O<sub>2</sub> thin film Open
Hafnium zirconium oxides (HZO), which exhibit ferroelectric properties, are promising materials for nanoscale device fabrication due to their high complementary metal–oxide–semiconductor (CMOS) compatibility. In addition to piezoelectricit…
View article: Dim Moving Multi-Target Enhancement with Strong Robustness for False Enhancement
Dim Moving Multi-Target Enhancement with Strong Robustness for False Enhancement Open
In a space-based infrared system, the enhancement of targets plays a crucial role in improving target detection capabilities. However, the existing methods of target enhancement face challenges when dealing with multi-target scenarios and …
View article: Mitigate Replication and Copying in Diffusion Models with Generalized Caption and Dual Fusion Enhancement
Mitigate Replication and Copying in Diffusion Models with Generalized Caption and Dual Fusion Enhancement Open
While diffusion models demonstrate a remarkable capability for generating high-quality images, their tendency to `replicate' training data raises privacy concerns. Although recent research suggests that this replication may stem from the i…
View article: Unraveling Latch Locking Using Machine Learning, Boolean Analysis, and ILP
Unraveling Latch Locking Using Machine Learning, Boolean Analysis, and ILP Open
Logic locking has become a promising approach to provide hardware security in the face of a possibly insecure fabrication supply chain. While many techniques have focused on locking combinational logic (CL), an alternative latch-locking ap…
View article: Making Models Shallow Again: Jointly Learning to Reduce Non-Linearity and Depth for Latency-Efficient Private Inference
Making Models Shallow Again: Jointly Learning to Reduce Non-Linearity and Depth for Latency-Efficient Private Inference Open
Large number of ReLU and MAC operations of Deep neural networks make them ill-suited for latency and compute-efficient private inference. In this paper, we present a model optimization method that allows a model to learn to be shallow. In …
View article: C2PI: An Efficient Crypto-Clear Two-Party Neural Network Private Inference
C2PI: An Efficient Crypto-Clear Two-Party Neural Network Private Inference Open
Recently, private inference (PI) has addressed the rising concern over data and model privacy in machine learning inference as a service. However, existing PI frameworks suffer from high computational and communication costs due to the exp…
View article: Learning to Linearize Deep Neural Networks for Secure and Efficient Private Inference
Learning to Linearize Deep Neural Networks for Secure and Efficient Private Inference Open
The large number of ReLU non-linearity operations in existing deep neural networks makes them ill-suited for latency-efficient private inference (PI). Existing techniques to reduce ReLU operations often involve manual effort and sacrifice …
View article: Unconventional polarization switching mechanism in (Hf, Zr)O2 ferroelectrics
Unconventional polarization switching mechanism in (Hf, Zr)O2 ferroelectrics Open
HfO$_{2}$-based ferroelectric thin films are promising for their application in ferroelectric devices. Predicting the ultimate magnitude of polarization and understanding its switching mechanism are critical to realize the optimal performa…
View article: Research advances on the ecology of <i>Sousa chinensis</i>
Research advances on the ecology of <i>Sousa chinensis</i> Open
Background & Aims: The Indo-Pacific humpback dolphin (Sousa chinensis) has been listed as the Grade 1 National Key Protected Animal in China.As the top predator of the inshore marine food chain, S. chinensis is an indicator species of the …
View article: The impact of urbanization on regional bird distribution and habitat connectivity in the Guangdong-Hong Kong-Macao Greater Bay Area
The impact of urbanization on regional bird distribution and habitat connectivity in the Guangdong-Hong Kong-Macao Greater Bay Area Open
Aim: Rapid economic development and urban expansion have caused dramatic changes in land use in Guangdong-Hong Kong-Macao Greater Bay Area (GHMGBA), resulting in the urgent need to study their effects on the distributions and habitat conne…
View article: Toward Continuous Finger Positioning on Ear Using Bone Conduction Speaker
Toward Continuous Finger Positioning on Ear Using Bone Conduction Speaker Open
The advancement of semiconductor and battery technologies popularized tiny acoustic wearable devices such as bone conduction wireless headsets. However, this small form factor poses inconvenience when controlling these devices, as they can…
View article: How to Promote Logistics Enterprises to Participate in Reverse Emergency Logistics: A Tripartite Evolutionary Game Analysis
How to Promote Logistics Enterprises to Participate in Reverse Emergency Logistics: A Tripartite Evolutionary Game Analysis Open
Considering the emergency risks and uncertainties of emergency recycling processes, this research builds a tripartite evolutionary game model of government, logistics enterprises, and environmental non-governmental organizations (NGOs) to …
View article: Dynamics Analysis of a Predator–Prey Model with Hunting Cooperative and Nonlinear Stochastic Disturbance
Dynamics Analysis of a Predator–Prey Model with Hunting Cooperative and Nonlinear Stochastic Disturbance Open
This paper proposes a stochastic predator–prey model with hunting cooperation and nonlinear stochastic disturbance, and focuses on the effects of nonlinear white noise and hunting cooperation on the populations. First, we present the thres…
View article: How Do UK University Students Achieve Sustainable Learning in Digital Era
How Do UK University Students Achieve Sustainable Learning in Digital Era Open
The competence and expertise to learn in the setting of a digital society are pivotal for university students. Therefore, this article aims to explore what factors hinder UK university students from achieving sustainable learning in the di…
View article: SpectraTr: A novel deep learning model for qualitative analysis of drug spectroscopy based on transformer structure
SpectraTr: A novel deep learning model for qualitative analysis of drug spectroscopy based on transformer structure Open
The drug supervision methods based on near-infrared spectroscopy analysis are heavily dependent on the chemometrics model which characterizes the relationship between spectral data and drug categories. The preliminary application of convol…
View article: Low-SNR Infrared Point Target Detection and Tracking via Saliency-Guided Double-Stage Particle Filter
Low-SNR Infrared Point Target Detection and Tracking via Saliency-Guided Double-Stage Particle Filter Open
Low signal-to-noise ratio (SNR) infrared point target detection and tracking is crucial to study regarding infrared remote sensing. In the low-SNR images, the intensive noise will submerge targets. In this letter, a saliency-guided double-…