Explanipedia

PLZW: FPGA-based Pipelined LZW for lossless compression of edge data Open

Xiao Liu, Akram Y. Sarhan, Shubo Liu, Zhaohui Cai, Guoqing Tu , et al. · 2025

The rapid growth of IoT devices and data in edge computing applications has created a pressing need for efficient lossless compression of end-edge data. The Lempel-Ziv-Welch (LZW) algorithm, widely used in these scenarios, faces bottleneck…

DCA-CL: Enhancing Multimodal Emotion Recognition via Dual Cross Attention and Contrastive Learning Open

Xin Wang, Shubo Liu, Hongshe Dang, Lijun Qiao, Hongnian Yu · 2025

Emotion is a subjective human response to external events or stimuli and plays a crucial role across various application domains. Consequently, emotion recognition has become a central focus of research. However, existing mainstream approa…

Revisiting Interpolation for Noisy Label Correction Open

Yuanzhuo Xu, Xiaoguang Niu, Jie Yang, Ruiyi Su, Jian Zhang , et al. · 2025

Label correction methods are popular for their simple architecture in learning with noisy labels. However, they suffer severely from false label correction and achieve subpar performance compared with state-of-the-art methods. In this pape…

High‐speed end‐to‐edge data caching and forwarding architecture based on field programmable gate array Open

Xiao Liu, Shubo Liu, Juncheng Wu, Song Song, Zhaohui Cai , et al. · 2024

The application of the Internet of Things generates massive end‐device data. Traditional end‐to‐edge data caching methods lack parallelism, consume numerous resources, and lack data backup mechanisms. We propose a lightweight high‐speed da…

Cross-talk between biometal ions and immune cells for bone repair Open

Shubo Liu, Zhengjie Lin, Wei Qiao, Bin Chen, Jie Shen · 2024

Biometal ions are crucial in the structure and function of living organisms and have extensively been employed to promote bone tissue regeneration. Nevertheless, the biological functions of biometal ions and the underlying mechanisms respo…

Salinity Inversion of Flat Sea Surface Based on Deep Neural Network Open

Zhongkai Wen, Weiping Shu, Sha Jin, Huan Zhang, Shubo Liu , et al. · 2023

The distribution and change of sea surface salinity (SSS) have an important influence on the sea dynamic environment, marine ecological environment, global water cycle, and global climate change. Satellite remote sensing is the only practi…

AerialVLN: Vision-and-Language Navigation for UAVs Open

Shubo Liu, Hongsheng Zhang, Yuankai Qi, Peng Wang, Yaning Zhang , et al. · 2023

Recently emerged Vision-and-Language Navigation (VLN) tasks have drawn significant attention in both computer vision and natural language processing communities. Existing VLN tasks are built for agents that navigate on the ground, either i…

Audio Anti-Spoofing Based on Audio Feature Fusion Open

Jiachen Zhang, Guoqing Tu, Shubo Liu, Zhaohui Cai · 2023

The rapid development of speech synthesis technology has significantly improved the naturalness and human-likeness of synthetic speech. As the technical barriers for speech synthesis are rapidly lowering, the number of illegal activities s…

Time-aware neural ordinary differential equations for incomplete time series modeling Open

Zhuoqing Chang, Shubo Liu, Run Qiu, Song Song, Zhaohui Cai , et al. · 2023

Water Level Recognition on Resource-Constrained Equipment using Pruned YOLOv5 and Template Matching Open

Zhaohui Cai, Run Qiu, Shubo Liu, Zhuoqing Chang, Guoqing Tu · 2023

This paper proposes a novel water level recognition method for detecting and recognizing water level rulers (WLR) using limited resources of the PX30 hardware development board. Our approach focuses on optimizing network efficiency, recogn…

A VAE-based Model for Incomplete Time Series Modeling using a Time-aware Encoder and Neural ODEs Open

Zhuoqing Chang, Shubo Liu, Run Qiu, Song Song, Zhaohui Cai , et al. · 2022

Internet of Things (IoT) realizes the ubiquitous connection of all things, sensors of which produces countless data with time tags. Quality of time series data become increasing important when effectively mined to inform decision making to…

Sea Surface Wind Retrieval under Rainy Conditions from Active and Passive Microwave Measurements Open

Shubo Liu, Yinan Li, Xiaojiao Yang, Wu Zhou, Ailing Lv , et al. · 2022

The space-borne microwave radiometers and scatterometers can effectively measure global sea surface winds under non-precipitation. However, the measurements in rainy conditions significantly degrade, which are usually flagged as poor quali…

Characterization and Functional Analysis of <i>ZmSWEET15a</i> in Maize Open

Mengtong Liu, Tongyu Liu, Jianyu Lu, Yangyang Zhou, Shubo Liu , et al. · 2022

The sugars will eventually be exported transporters (SWEETs) gene family is a new type of sugar transporters, which plays an important role in plant growth and development, physiological metabolism, and abiotic stress. In this study, we us…

Effect of the Flame Retardants and Glass Fiber on the Polyamide 66/Polyphenylene Oxide Composites Open

Zhenya Zhang, Mingcheng Yang, Kunpeng Cai, Yang Chen, Shubo Liu , et al. · 2022

In this work, polyamide 66/polyphenylene oxide (PA66/PPO) composites, including the flame retardants 98 wt% aluminum diethylphosphinate + 2 wt% polydimethylsiloxane (P@Si), Al(OH)3-coated red phosphorus (RP*), and glass fiber (GF), were sy…

A Lightweight AES Coprocessor Based on RISC-V Custom Instructions Open

Lihang Pan, Guoqing Tu, Shubo Liu, Zhaohui Cai, Xingxing Xiong · 2021

With the increasing popularity of the Internet of Things (IoT), the issue of its information security has drawn more and more attention. To overcome the resource constraint barrier for secure and reliable data transmission on the widely us…

Matching-Based Virtual Network Function Embedding for SDN-Enabled Power Distribution IoT Open

Xiaoyue Li, Xiankai Chen, Chaoqun Zhou, Zilong Liang, Shubo Liu , et al. · 2021

The power distribution internet of things (PD-IoT) has the complex network architecture, various emerging services, and the enormous number of terminal devices, which poses rigid requirements on substrate network infrastructure. However, t…

Corrigendum to “A Comprehensive Survey on Local Differential Privacy” Open

Xingxing Xiong, Shubo Liu, Dan Li, Zhaohui Cai, Xiaoguang Niu · 2021

Differentially Private Autocorrelation Time-Series Data Publishing Based on Sliding Window Open

Jing Zhao, Shubo Liu, Xingxing Xiong, Zhaohui Cai · 2021

Privacy protection is one of the major obstacles for data sharing. Time-series data have the characteristics of autocorrelation, continuity, and large scale. Current research on time-series data publication mainly ignores the correlation o…

Design of the Highly Integrated Indoor Environment Monitoring System with Dual Data Transmission Mode Based on the Interconnect of Things Open

Hang Chen, Zhongwei Zhang, Jieming Li, Shubo Liu, Xi Liu , et al. · 2021

To overcome the disadvantages of poor adaptability and weak systematicity of the existing indoor environment monitoring instrument, a set of indoor environment monitoring system with dual data transmission mode based on the Interconnect of…

A Comprehensive Survey on Local Differential Privacy Open

Xingxing Xiong, Shubo Liu, Dan Li, Zhaohui Cai, Xiaoguang Niu · 2020

With the advent of the era of big data, privacy issues have been becoming a hot topic in public. Local differential privacy (LDP) is a state-of-the-art privacy preservation technique that allows to perform big data analysis (e.g., statisti…

Structural and Functional Characterization of the Phosphoprotein Central Domain of Spring Viremia of Carp Virus Open

Zhao‐Xi Wang, Shubo Liu, Hongxin Guan, Long-Feng Lu, Jiagang Tu , et al. · 2020

SVCV can cause spring viremia of carp with up to 90% lethality, and it is the homologous virus of the notorious vesicular stomatitis virus (VSV). There are currently no drugs that effectively cure this disease. P proteins of negative-stran…

IFed: A novel federated learning framework for local differential privacy in Power Internet of Things Open

Hui Cao, Shubo Liu, Renfang Zhao, Xingxing Xiong · 2020

Nowadays, wireless sensor network technology is being increasingly popular which is applied to a wide range of Internet of Things. Especially, Power Internet of Things is an important and rapidly growing section in Internet of Thing system…

The Effect of Size, Dose, and Administration Route on Zein Nanoparticle Immunogenicity in BALB/c Mice Open

Feng Li, Yan Chen, Shubo Liu, Xue Pan, Yulan Liu , et al. · 2019

This study indicated that immunogenicity may be one of the key challenges of using zein nanoparticles as carriers via parenteral administration. Further investigation is needed to illustrate zein immunogenicity in other forms, and the poss…

Zebrafish RPZ5 Degrades Phosphorylated IRF7 To Repress Interferon Production Open

Long-Feng Lu, Xiao-Yu Zhou, Can Zhang, Zhuo-Cong Li, Dandan Chen , et al. · 2019

The phosphorylation of IRF7 is helpful for host IFN production to defend against viral infection; thus, it is a potential target for viruses to mitigate the antiviral response. We report that the fish RPZ5 is an IFN negative regulator indu…

Locally differentially private continuous location sharing with randomized response Open

Xingxing Xiong, Shubo Liu, Dan Li, Jun Wang, Xiaoguang Niu · 2019

With the growing popularity of fifth-generation-enabled Internet of Things devices with localization capabilities, as well as on-building fifth-generation mobile network, location privacy has been giving rise to more frequent and extensive…

Interferon Regulatory Factors 1 and 2 Play Different Roles in MHC II Expression Mediated by CIITA in Grass Carp, Ctenopharyngodon idella Open

Xiaobing Lu, Zhao‐Xi Wang, Shubo Liu, Xiang-Yang Zhang, Long-Feng Lu , et al. · 2019

Expression of major histocompatibility complex class II (MHC II) molecules, which determines both the immune repertoire during development and subsequent triggering of immune responses, is always under the control of a unique (MHC class II…

Spring viraemia of carp virus modulates p53 expression using two distinct mechanisms Open

Shun Li, Long-Feng Lu, Shubo Liu, Can Zhang, Zhuo-Cong Li , et al. · 2019

p53, which regulates cell-cycle arrest and apoptosis, is a crucial target for viruses to release cells from cell-cycle checkpoints or to protect cells from apoptosis for their own benefit. Viral evasion mechanisms of aquatic viruses remain…

Online Learning-Based WIFI Radio Map Updating Considering High-Dynamic Environmental Factors Open

Xiaoguang Niu, Zejun Zhang, Ankang Wang, Jingbin Liu, Shubo Liu · 2019

Indoor localization has been recognized as a promising research around the world, and fingerprint-based localization method which leverages WIFI Received Signal Strength (RSS) has been extensively studied since widespread deployment of Acc…

An Efficient Privacy-Preserving Algorithm based on Randomized Response in IoT-based Smart Grid Open

Hui Cao, Shubo Liu, Zhitao Guan, Longfei Wu, Haonan Deng , et al. · 2018

Among existing privacy-preserving approaches, Differential Privacy (DP) is a powerful tool that can provide privacy-preserving noisy query answers over statistical databases and has been widely adopted in many practical fields. In particul…

Achieving Differential Privacy against Non-Intrusive Load Monitoring in Smart Grid: a Fog Computing approach Open

Hui Cao, Shubo Liu, Longfei Wu, Zhitao Guan, Xiaojiang Du · 2018

Fog computing, a non-trivial extension of cloud computing to the edge of the network, has great advantage in providing services with a lower latency. In smart grid, the application of fog computing can greatly facilitate the collection of …

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