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AntiFormer: graph enhanced large language model for binding affinity prediction Journal article
Wang, Qing, Feng, Yuzhou, Wang, Yanfei, Li, Bo, Wen, Jianguo, Zhou, Xiaobo, Song, Qianqian. AntiFormer: graph enhanced large language model for binding affinity prediction[J]. Briefings in Bioinformatics, 2024, 25(5), bbae403.
Authors:  Wang, Qing;  Feng, Yuzhou;  Wang, Yanfei;  Li, Bo;  Wen, Jianguo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:6.8/7.9 | Submit date：2024/09/03
Antibody Binding Affinity  Large Language Model  Antibody Maturation  Single-cell Bcr  
Raptor-T: A Fused and Memory-Efficient Sparse Transformer for Long and Variable-Length Sequences Journal article
Wang, Hulin, Yang, Donglin, Xia, Yaqi, Zhang, Zheng, Wang, Qigang, Fan, Jianping, Zhou, Xiaobo, Cheng, Dazhao. Raptor-T: A Fused and Memory-Efficient Sparse Transformer for Long and Variable-Length Sequences[J]. IEEE TRANSACTIONS ON COMPUTERS, 2024, 73(7), 1852-1865.
Authors:  Wang, Hulin;  Yang, Donglin;  Xia, Yaqi;  Zhang, Zheng;  Wang, Qigang; et al.
Favorite | TC[WOS]:1 TC[Scopus]:3  IF:3.6/3.2 | Submit date：2024/05/16
Sparse Transformer  Inference Acceleration  Gpu  Deep Learning  Memory Optimization  Resource Management  
Electropolymerization of Preferred-Oriented Conjugated Microporous Polymer Films for Enhanced Fluorescent Sensing Journal article
Long, Jie, Liu, Yuxin, Huang, Zefeng, Ye, Zijian, He, Guping, Sun, Fengqiang, Xu, Bingjia, Chen, Xinli, Wang, Yuhai, Xing, Xiaobo, Ng, Kar Wei, Zhang, Li, Liu, Cong. Electropolymerization of Preferred-Oriented Conjugated Microporous Polymer Films for Enhanced Fluorescent Sensing[J]. CHEMISTRY-A EUROPEAN JOURNAL, 2024, 30(22), e202304268.
Authors:  Long, Jie;  Liu, Yuxin;  Huang, Zefeng;  Ye, Zijian;  He, Guping; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.9/4.1 | Submit date：2024/05/02
2,4,6-trinitrophenol  Conjugated Microporous Polymer  Electropolymerization  Fluorescence Sensor  
MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism Journal article
Zhang, Zheng, Xia, Yaqi, Wang, Hulin, Yang, Donglin, Hu, Chuang, Zhou, Xiaobo, Cheng, Dazhao. MPMoE: Memory Efficient MoE for Pre-Trained Models With Adaptive Pipeline Parallelism[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(6), 843-856.
Authors:  Zhang, Zheng;  Xia, Yaqi;  Wang, Hulin;  Yang, Donglin;  Hu, Chuang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:4  IF:5.6/4.5 | Submit date：2024/05/16
Distributed Training  Memory Redundancy  Mixture Of Experts  Performance Model  Pipeline Parallelism  
A unified hybrid memory system for scalable deep learning and big data applications Journal article
Rang, Wei, Liang, Huanghuang, Wang, Ye, Zhou, Xiaobo, Cheng, Dazhao. A unified hybrid memory system for scalable deep learning and big data applications[J]. Journal of Parallel and Distributed Computing, 2024, 186, 104820.
Authors:  Rang, Wei;  Liang, Huanghuang;  Wang, Ye;  Zhou, Xiaobo;  Cheng, Dazhao
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:3.4/3.4 | Submit date：2024/05/02
Data Placement And Migration  Dnn Applications  Hybrid Memory System  Nvm  Unified Memory Management  
Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism Conference paper
Xia, Yaqi, Zhang, Zheng, Wang, Hulin, Yang, Donglin, Zhou, Xiaobo, Cheng, Dazhao. Redundancy-Free High-Performance Dynamic GNN Training with Hierarchical Pipeline Parallelism[C], 2023, 17-13.
Authors:  Xia, Yaqi;  Zhang, Zheng;  Wang, Hulin;  Yang, Donglin;  Zhou, Xiaobo; et al.
Favorite | TC[WOS]:9 TC[Scopus]:10 | Submit date：2023/08/08
TAPU: A Transmission-Analytics Processing Unit for Accelerating Multi-functions in IoT Gateways Journal article
Liang,Huanghuang, Sang,Qianlong, Hu,Chuang, Gong,Yili, Cheng,Dazhao, Zhou,Xiaobo, Wang,Yu. TAPU: A Transmission-Analytics Processing Unit for Accelerating Multi-functions in IoT Gateways[J]. IEEE Internet of Things Journal, 2023, 10(20), 18181 - 18197.
Authors:  Liang,Huanghuang;  Sang,Qianlong;  Hu,Chuang;  Gong,Yili;  Cheng,Dazhao; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:8.2/9.0 | Submit date：2023/08/03
Fpga Offloading  Hardware Acceleration  Internet Of Things (Iot) Gateways  Network Functions (Nfs)  Video Analytics (Vas)  
Entrapment of probiotic (Bifidobacterium longum) in bilayer emulsion film with enhanced barrier property for improving viability Journal article
Yang,Zhikun, Li,Mingrui, Li,Yanxiao, Wang,Xin, Li,Zhihua, Shi,Jiyong, Huang,Xiaowei, Zhai,Xiaodong, Zou,Xiaobo, Gong,Yunyun, Holmes,Melvin, Povey,Megan, Xiao,Jianbo. Entrapment of probiotic (Bifidobacterium longum) in bilayer emulsion film with enhanced barrier property for improving viability[J]. Food Chemistry, 2023, 423, 136300.
Authors:  Yang,Zhikun;  Li,Mingrui;  Li,Yanxiao;  Wang,Xin;  Li,Zhihua; et al.
Favorite | TC[WOS]:18 TC[Scopus]:18  IF:8.5/8.2 | Submit date：2023/08/03
Baobab Seed Oil  Bifidobacterium Longum  Bilayer Emulsion Film  Blueberry Anthocyanin  Gelatin  Gellan Gum  
DNN Surgery: Accelerating DNN Inference on the Edge through Layer Partitioning Journal article
Huanghuang Liang, Qianlong Sang, Chuang Hu, Dazhao Cheng, Xiaobo Zhou, Dan Wang, Wei Bao, Yu Wang. DNN Surgery: Accelerating DNN Inference on the Edge through Layer Partitioning[J]. IEEE Transactions on Cloud Computing, 2023, 11(3), 3111-3125.
Authors:  Huanghuang Liang;  Qianlong Sang;  Chuang Hu;  Dazhao Cheng;  Xiaobo Zhou; et al.
Favorite | TC[WOS]:13 TC[Scopus]:16  IF:5.3/4.6 | Submit date：2023/08/03
Cloud Computing  Computation Offloading  Deep Learning  Deep Neural Networks  Delays  Edge Computing  Inference Acceleration  Layer Partitioning  Neural Networks  Surgery  Throughput  Visual Analytics  
Aurora A kinase inhibition compromises its antitumor efficacy by elevating PD-L1 expression Journal article
Wang, Xiaobo, Huang, Jing, Liu, Fenglin, Yu, Qian, Wang, Ruina, Wang, Jiaqi, Zhu, Zewen, Yu, Juan, Hou, Jun, Shim, Joong Sup, Jiang, Wei, Li, Zengxia, Zhang, Yuanyuan, Dang, Yongjun. Aurora A kinase inhibition compromises its antitumor efficacy by elevating PD-L1 expression[J]. Journal of Clinical Investigation, 2023, 133(9), e161929.
Authors:  Wang, Xiaobo;  Huang, Jing;  Liu, Fenglin;  Yu, Qian;  Wang, Ruina; et al.
Favorite | TC[WOS]:19 TC[Scopus]:20  IF:13.3/14.6 | Submit date：2023/06/05