Zhe Sun

PoL-BFL: Towards Trustworthy Federated Learning with Zero-Knowledge Proofs and Verifiable Incentives

Xiubo Wei, Yahong Chen, Jiahui Hu, Zhe Sun et autres

Decentralized Federated Learning removes the need for a trusted central server but introduces a critical verification gap: participants cannot prove to each other that they have honestly executed the costly local training. This gap undermines both security and incentive alignment, as rational …

cn (code pays fourni par la source)

Optimization of encrypted data poisoning defense strategies in Social Federated Computing: An evolutionary game approach

Zhe Sun, Wenxin Gao, Peijie Yin, Weiping Li et autres

cn (code pays fourni par la source)

MeshSyne: State-space guided synergistic spatio-temporal optimization for human pose and mesh

Hehao Zhang, Zhengping Hu, Jirui Di, Qiming Zhang et autres

cn (code pays fourni par la source)

Study on wind field characteristics in mountainous gully terrain

Zhuo-Min Zou, Zhe Sun, Jianmin Wu, Feng Wang et autres

This study investigates wind field characteristics in complex terrain (5 km diameter and 580 m elevation difference) using a 1:1000 scale model in wind tunnel experiments and large eddy simulation. Key parameters—acceleration coefficients, wind yaw angles, turbulence intensity, power spectral density (PSD), …

cn (code pays fourni par la source)

Diversity Patterns of Domestic Herbivore Viruses in China Reveal Transmission Dynamics with Disease Management Implications

Yue Sun, Yong Li, Bagen Temur, Yuanqing lin et autres

Domestic herbivores have complex interactions with humans and wildlife, playing important roles in zoonotic and epizootic disease emergence and transmission. Yet their viral diversity and cross-species transmission dynamics remain understudied. Through pan-viromic profiling of 10,225 swabs and 4,304 serum samples from 5,710 …

cn, tw (code pays fourni par la source)

Artificial Immune System of Secure Face Recognition Against Adversarial Attacks (Abstract Reprint)

Min Ren, Yunlong Wang, Yuhao Zhu, Yongzhen Huang et autres

Deep learning-based face recognition models are vulnerable to adversarial attacks. In contrast to general noises, the presence of imperceptible adversarial noises can lead to catastrophic errors in deep face recognition models. The primary difference between adversarial noise and general noise lies in …

cn (code pays fourni par la source)

Discovery of Deep-Water Turbidites in the Nanhua System Gucheng Formation in the Outcrop Area of Northeastern Sichuan and Its Enlightenment for Ultra-Deep Exploration

Yuhao Deng, Liping Zhang, Xuan Chen, Congsheng Bian et autres

The Sichuan Basin serves as a key arena for ultra-deep natural gas exploration. The Nanhuan System Gucheng Formation, characterized by its ancient geological age and great burial depth, lacks almost any drilling data within the basin interior, and its sedimentary features and …

cn (code pays fourni par la source)

Automatic Defect Detection for Concrete Bridge Decks Using Geometric Feature Augmentation and Robust Point Cloud Learning Strategy

Zhe Sun, Siqi Li, Minghui Huang, Qinglei Meng

Surface defects such as depressions, heaving, and irregular undulations frequently develop on aging concrete bridge decks under repeated traffic loading and environmental effects. Accurate and objective identification of such defects is essential for structural serviceability and safety, yet manual inspection remains labor-intensive …

cn (code pays fourni par la source)

Bridging Physics and Priors: A Unified Diffusion Framework for Underwater Image Restoration

C G Li, Zhe Sun, Xuelong Li

Underwater image restoration presents fundamental challenges in multi-modal learning and cross-domain synthesis due to complex optical degradation effects, such as wavelengthdependent light absorption and scattering. Prevailing learningbased methods face a fundamental “data-model dilemma” due to the scarcity of high-quality paired data, forcing …

cn (code pays fourni par la source)

DPFNAS: Differential Privacy-Enhanced Federated Neural Architecture Search for 6G Edge Intelligence

Yang Lyu, Jin Ping Cao, Ben Niu, Zhe Sun et autres

cn (code pays fourni par la source)

A novel recognition method for the rolling degree of roasted green tea based on optimized segmentation algorithm and multi-source physical features fusion deep learning framework

Huaqiang Jin, Junfeng Tan, Zhe Sun, Yanyan Xu et autres

Impact Analysis of Spatiotemporal Data Processing Parameters on Bridge Deformation Detection

Zhe Sun, Xiaolin Meng, Yan Bao, Liangliang Hu

Effective inspection and condition assessment of large amounts of in-service aging bridges has become an urgent problem to be solved in the current practice. Recent studies and technology development focus on developing defect and deformation detection based on spatiotemporal data for examining …

cn (code pays fourni par la source)