Search Results - "Gao, Xiangrui"

Labelled tree graphs, Feynman diagrams and disk integrals by Gao, Xiangrui, He, Song, Zhang, Yong

“…A bstract In this note, we introduce and study a new class of “half integrands” in Cachazo-He-Yuan (CHY) formula, which naturally generalize the so-called…”
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Pre-training with a rational approach for antibody sequence representation by Gao, Xiangrui, Cao, Changling, He, Chenfeng, Lai, Lipeng

“…Introduction Antibodies represent a specific class of proteins produced by the adaptive immune system in response to pathogens. Mining the information embedded…”
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WUREN: Whole-modal union representation for epitope prediction by Wang, Xiaodong, Gao, Xiangrui, Fan, Xuezhe, Huai, Zhe, Zhang, Genwei, Yao, Mengcheng, Wang, Tianyuan, Huang, Xiaolu, Lai, Lipeng

“…B-cell epitope identification plays a vital role in the development of vaccines, therapies, and diagnostic tools. Currently, molecular docking tools in B-cell…”
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Communication-Efficient Zeroth-Order Adaptive Optimization for Federated Learning by Xie, Ping, Gao, Xiangrui, Li, Fan, Xing, Ling, Zhang, Yu, Sun, Hanxiao

“…Federated learning has become a prevalent distributed training paradigm, in which local devices collaboratively train learning models without exchanging local…”
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Preparation of an FA-Based Discoloration Material and Its Application in Jewelry Design by Zhang, Xiaomin, Gao, Xiangrui, Yuan, Yue, Yang, Guangqin, Li, Yanchen

“…Fly ash (FA) is the main solid waste emitted from coal-fired power plants. Due to its high yield, low utilization rate, and occupation of a large amount of…”
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A Combination of Machine Learning and PBPK Modeling Approach for Pharmacokinetics Prediction of Small Molecules in Humans by Li, Yuelin, Wang, Zonghu, Li, Yuru, Du, Jiewen, Gao, Xiangrui, Li, Yuanpeng, Lai, Lipeng

“…Purpose: Recently, there has been rapid development in model-informed drug development, which has the potential to reduce animal experiments and accelerate…”
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Aerial Video Multi-target Detection with Memory Module by Chi, Haihong, Gao, Xiangrui

“…Multi-target detection for aerial video is widely applied for both military and civilian. A multi-target detection algorithm on aerial video with memory module…”
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Energy-efficient data collection in UAV-assisted semantic awareness IoT network by Xie, Ping, Sun, Hanxiao, Li, Fan, Gao, Xiangrui, Xing, Ling, Ma, Huahong

“…Semantic communication shows great potential in reducing data redundancy and improving data collection efficiency in the Internet of Things (IoT) networks…”
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Abstract 3525: Towards the efficient design of shared neoantigen peptide cancer vaccines using artificial intelligence by Zhang, Genwei, Du, Jiewen, Gao, Xiangrui, Wang, Tianyuan, Wang, Zhenghui, Zhang, Qingxia, Liu, Tongren, Chen, Dong, Zhu, Ruohan, Zhao, Yalong, Li, Chi Han Samson, Toh, Melvin, Lai, Lipeng

“…Abstract Background: The advent of immune checkpoint inhibitors has improved morbidity and mortality for some cancers, and recent breakthroughs in gene & cell…”
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Multi-target Detection for Aerial Images Based on Fully Convolutional Networks by Chi, Haihong, Zhang, Xianjie, Gao, Xiangrui

“…Multi-target detection for aerial images is widely applied for both military and civilian. A novel detection algorithm based on fully convolutional networks…”
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REVOLUTIONIZING ANTIBODY DISCOVERY INDUSTRY WITH HIGHLY EFFICIENT AND ACCURATE AI-BASED EPITOPE-SPECIFIC ANTIBODY DE NOVO DESIGN WORKFLOW by Wang, Tianyuan, Gao, Xiangrui, Huai, Zhe, Gong, Zhaohui, Mao, Ting, Fan, Xuezhe, Wu, Xingxing, Duan, Zhiyuan, Wang, Xiaodong, Du, Jiewen, Yao, Mengcheng, Li, Xin, Wu, Min, Wang, Zonghu, Zhang, Lin, Zhang, Junjie, Cao, Wenbo, Yan, Kai, Fang, Yujie, Ma, Shixiang, Yang, Kun, Wu, Lili, An, Frank, Yang, Yi, Lai, Lipeng, Huang, Xiaolu

“…Abstract Background and significance The global antibody drug market is worth over $200 billion in 2021 and is expected to reach $380 billion by 2030. Antibody…”
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mRNA2vec: mRNA Embedding with Language Model in the 5'UTR-CDS for mRNA Design by Zhang, Honggen, Gao, Xiangrui, Zhang, June, Lai, Lipeng

“…Messenger RNA (mRNA)-based vaccines are accelerating the discovery of new drugs and revolutionizing the pharmaceutical industry. However, selecting particular…”
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REVOLUTIONIZING ANTIBODY DISCOVERY INDUSTRY WITH HIGHLY EFFICIENT AND ACCURATE AI-BASED EPITOPE-SPECIFIC ANTIBODY DE NOVO DESIGN WORKFLOW by Wang, Tianyuan, Gao, Xiangrui, Huai, Zhe, Gong, Zhaohui, Mao, Ting, Fan, Xuezhe, Wu, Xingxing, Duan, Zhiyuan, Wang, Xiaodong, Du, Jiewen, Yao, Mengcheng, Li, Xin, Wu, Min, Wang, Zonghu, Zhang, Lin, Zhang, Junjie, Cao, Wenbo, Yan, Kai, Fang, Yujie, Ma, Shixiang, Yang, Kun, Wu, Lili, An, Frank, Yang, Yi, Lai, Lipeng, Huang, Xiaolu

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StarGraph: Knowledge Representation Learning based on Incomplete Two-hop Subgraph by Li, Hongzhu, Gao, Xiangrui, Feng, Linhui, Deng, Yafeng, Yin, Yuhui

“…Conventional representation learning algorithms for knowledge graphs (KG) map each entity to a unique embedding vector, ignoring the rich information contained…”
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Labelled tree graphs, Feynman diagrams and disk integrals by Gao, Xiangrui, He, Song, Zhang, Yong

“…In this note, we introduce and study a new class of "half integrands" in Cachazo-He-Yuan (CHY) formula, which naturally generalize the so-called Parke-Taylor…”
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Relativistic correction to gluon fragmentation function into pseudoscalar quarkonium by Gao, Xiangrui, Jia, Yu, Li, LiuJi, Xiong, Xiaonu

“…Inspired by the recent measurements of the $\eta_c$ meson production at LHC, we investigate the relativistic correction effect for the fragmentation function…”
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