Search Results - "Yiu, Siu"

Towards interpretable stock trend prediction through causal inference by Deng, Yiqi, Liang, Yuzhi, Yiu, Siu-Ming

“…With the emergence of artificial intelligence, deep learning techniques have been widely deployed in forecasting stock markets. However, existing…”
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Redefining the structural motifs that determine RNA binding and RNA editing by pentatricopeptide repeat proteins in land plants by Cheng, Shifeng, Gutmann, Bernard, Zhong, Xiao, Ye, Yongtao, Fisher, Mark F., Bai, Fengqi, Castleden, Ian, Song, Yue, Song, Bo, Huang, Jiaying, Liu, Xin, Xu, Xun, Lim, Boon L., Bond, Charles S., Yiu, Siu‐Ming, Small, Ian

“…Summary The pentatricopeptide repeat (PPR) proteins form one of the largest protein families in land plants. They are characterised by tandem 30–40 amino acid…”
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A federated learning incentive mechanism in a non-monopoly market by Na, Shijie, Liang, Yuzhi, Yiu, Siu-Ming

“…Federated learning, a privacy-preserving collaborative machine learning paradigm, has led to the proposal of various incentive mechanisms to encourage active…”
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SOAP2: an improved ultrafast tool for short read alignment by Li, Ruiqiang, Yu, Chang, Li, Yingrui, Lam, Tak-Wah, Yiu, Siu-Ming, Kristiansen, Karsten, Wang, Jun

“…SOAP2 is a significantly improved version of the short oligonucleotide alignment program that both reduces computer memory usage and increases alignment speed…”
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HybridORAM: Practical oblivious cloud storage with constant bandwidth by Li, Bo, Huang, Yanyu, Liu, Zheli, Li, Jin, Tian, Zhihong, Yiu, Siu-Ming

“…Along with the popularity of outsourcing data to the cloud server, data privacy becomes a central consideration. Because encryption alone has been proved…”
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State-of-the-art optical-based physical adversarial attacks for deep learning computer vision systems by Fang, Junbin, Jiang, You, Jiang, Canjian, Jiang, Zoe L., Liu, Chuanyi, Yiu, Siu-Ming

“…Adversarial attacks can mislead deep learning models to make false predictions by implanting small perturbations to the original input that are imperceptible…”
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SOAPdenovo2: an empirically improved memory-efficient short-read de novo assembler by Luo, Ruibang, Liu, Binghang, Xie, Yinlong, Li, Zhenyu, Huang, Weihua, Yuan, Jianying, He, Guangzhu, Chen, Yanxiang, Pan, Qi, Liu, Yunjie, Tang, Jingbo, Wu, Gengxiong, Zhang, Hao, Shi, Yujian, Liu, Yong, Yu, Chang, Wang, Bo, Lu, Yao, Han, Changlei, Cheung, David W, Yiu, Siu-Ming, Peng, Shaoliang, Xiaoqian, Zhu, Liu, Guangming, Liao, Xiangke, Li, Yingrui, Yang, Huanming, Wang, Jian, Lam, Tak-Wah, Wang, Jun

“…There is a rapidly increasing amount of de novo genome assembly using next-generation sequencing (NGS) short reads; however, several big challenges remain to…”
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Deep analysis and optimization of CARD antibiotic resistance gene discovery models by Yao, Haobin, Yiu, Siu-Ming

“…Identification of antibiotic resistance genes from environmental samples has been a critical sub-domain of gene discovery which is directly connected to human…”
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A Statistical Physics Perspective: Understanding the Causality Behind Convolutional Neural Network Adversarial Vulnerability by Wang, Ke, Zhu, Mingjia, Chen, Zicong, Weng, Jian, Li, Ming, Yiu, Siu-Ming, Ding, Weiping, Gu, Tianlong

“…The adversarial vulnerability of convolutional neural networks (CNNs) refers to the performance degradation of CNNs under adversarial attacks, leading to…”
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Uncovering Hidden Vulnerabilities in Convolutional Neural Networks through Graph-based Adversarial Robustness Evaluation by Wang, Ke, Chen, Zicong, Dang, Xilin, Fan, Xuan, Han, Xuming, Chen, Chien-Ming, Ding, Weiping, Yiu, Siu-Ming, Weng, Jian

“…•Providing fine-grained analysis of adversarial robustness•Proposing a Graph of Patterns (GoP) modeling method with multi-relational graphs•Providing a graph…”
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Fair hierarchical secret sharing scheme based on smart contract by Zhang, En, Li, Ming, Yiu, Siu-Ming, Du, Jiao, Zhu, Jun-Zhe, Jin, Gang-Gang

“…•This paper presents the first decentralized secret sharing scheme using the Blockchain.•Leverage the smart contract to force all participants to implement the…”
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Practical fully leakage resilient signatures with auxiliary inputs by Cai, Cailing, Pan, Shimin, Yuen, Tsz Hon, Yiu, Siu-Ming

“…Digital signatures are essential techniques used in the real world, especially for validating the authenticity of a given message. The security of the digital…”
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SOAP3: ultra-fast GPU-based parallel alignment tool for short reads by LIU, Chi-Man, WONG, Thomas, RUIQIANG LI, LAM, Tak-Wah, WU, Edward, RUIBANG LUO, YIU, Siu-Ming, YINGRUI LI, BINGQIANG WANG, CHANG YU, XIAOWEN CHU, KAIYONG ZHAO

“…SOAP3 is the first short read alignment tool that leverages the multi-processors in a graphic processing unit (GPU) to achieve a drastic improvement in speed…”
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Predicting and understanding comprehensive drug-drug interactions via semi-nonnegative matrix factorization by Yu, Hui, Mao, Kui-Tao, Shi, Jian-Yu, Huang, Hua, Chen, Zhi, Dong, Kai, Yiu, Siu-Ming

“…Drug-drug interactions (DDIs) always cause unexpected and even adverse drug reactions. It is important to identify DDIs before drugs are used in the market…”
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Compound–protein interaction prediction by deep learning: Databases, descriptors and models by Du, Bing-Xue, Qin, Yuan, Jiang, Yan-Feng, Xu, Yi, Yiu, Siu-Ming, Yu, Hui, Shi, Jian-Yu

“…•Massive compound–protein interaction entries are available for DL.•Diverse compound fingerprints and varied protein descriptors are fundamental for DL.•LSTM,…”
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ThinORAM: Towards Practical Oblivious Data Access in Fog Computing Environment by Huang, Yanyu, Li, Bo, Liu, Zheli, Li, Jin, Yiu, Siu-Ming, Baker, Thar, Gupta, Brij B.

“…Oblivious RAM (ORAM) is important for applications that require hiding of access patterns. However, most of existing implementations of ORAM are very…”
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De novo assembly and characterization of Camelina sativa transcriptome by paired-end sequencing by Liang, Chao, Liu, Xuan, Yiu, Siu-Ming, Lim, Boon Leong

“…Biofuels extracted from the seeds of Camelina sativa have recently been used successfully as environmentally friendly jet-fuel to reduce greenhouse gas…”
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Editorial: Security and Privacy in Computing and Communications by Liu, Zheli, Li, Jin, You, Ilsun, Yiu, Siu-Ming

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Detecting drug communities and predicting comprehensive drug–drug interactions via balance regularized semi-nonnegative matrix factorization by Shi, Jian-Yu, Mao, Kui-Tao, Yu, Hui, Yiu, Siu-Ming

“…Background Because drug–drug interactions (DDIs) may cause adverse drug reactions or contribute to complex-disease treatments, it is important to identify DDIs…”
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COPE: an accurate k-mer-based pair-end reads connection tool to facilitate genome assembly by BINGHANG LIU, JIANYING YUAN, RUIBANG LUO, YIU, Siu-Ming, ZHENYU LI, YINLONG XIE, YANXIANG CHEN, YUJIAN SHI, HAO ZHANG, YINGRUI LI, LAM, Tak-Wah

“…The boost of next-generation sequencing technologies provides us with an unprecedented opportunity for elucidating genetic mysteries, yet the short-read length…”
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