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Redundancy-free and load-balanced TGNN training with hierarchical pipeline parallelism Journal article
Xia, Yaqi, Zhang, Zheng, Yang, Donglin, Hu, Chuang, Zhou, Xiaobo, Chen, Hongyang, Sang, Qianlong, Cheng, Dazhao. Redundancy-free and load-balanced TGNN training with hierarchical pipeline parallelism[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(11), 1904-1919.
Authors:  Xia, Yaqi;  Zhang, Zheng;  Yang, Donglin;  Hu, Chuang;  Zhou, Xiaobo; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.6/4.5 | Submit date：2024/08/05
Communication Balance  Distributed Training  Dynamic Gnn  Pipeline Parallelism  Redundancy-free  
Expeditious High-Concurrency MicroVM SnapStart in Persistent Memory with an Augmented Hypervisor Conference paper
XINGGUO PANG, YANZE ZHANG, LIU LIU, DAZHAO CHENG, CHENG-ZHONG XU, XIAOBO ZHOU. Expeditious High-Concurrency MicroVM SnapStart in Persistent Memory with an Augmented Hypervisor[C]:USENIX Association, 2024, 985-998.
Authors:  XINGGUO PANG;  YANZE ZHANG;  LIU LIU;  DAZHAO CHENG;  CHENG-ZHONG XU; et al.
Adobe PDF | Favorite | TC[WOS]:0 TC[Scopus]:0 | Submit date：2024/08/10
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]:1  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]:1  IF:5.6/4.5 | Submit date：2024/05/16
Distributed Training  Memory Redundancy  Mixture Of Experts  Performance Model  Pipeline Parallelism  
TRPM2 as a conserved gatekeeper determines the vulnerability of DA neurons by mediating ROS sensing and calcium dyshomeostasis Journal article
Ye, Peiwu, Fang, Qiuyuan, Hu, Xupang, Zou, Wenjuan, Huang, Miaodan, Ke, Minjing, Li, Yunhao, Liu, Min, Cai, Xiaobo, Zhang, Congyi, Hua, Ning, Al-Sheikh, Umar, Liu, Xingyu, Yu, Peilin, Jiang, Peiran, Pan, Ping Yue, Luo, Jianhong, Jiang, Lin Hua, Xu, Suhong, Fang, Evandro F., Su, Huanxing, Kang, Lijun, Yang, Wei. TRPM2 as a conserved gatekeeper determines the vulnerability of DA neurons by mediating ROS sensing and calcium dyshomeostasis[J]. Progress in Neurobiology, 2023, 231, 102530.
Authors:  Ye, Peiwu;  Fang, Qiuyuan;  Hu, Xupang;  Zou, Wenjuan;  Huang, Miaodan; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:6.7/8.7 | Submit date：2024/01/02
Dopaminergic Neurons  Parkinson's Disease  Trpm2  Vulnerability  
Brain Functional Network Generation Using Distribution-Regularized Adversarial Graph Autoencoder with Transformer for Dementia Diagnosis Journal article
Zuo, Qiankun, Hu, Junhua, Zhang, Yudong, Pan, Junren, Jing, Changhong, Chen, Xuhang, Meng, Xiaobo, Hong, Jin. Brain Functional Network Generation Using Distribution-Regularized Adversarial Graph Autoencoder with Transformer for Dementia Diagnosis[J]. CMES - Computer Modeling in Engineering and Sciences, 2023, 137(3), 2129-2147.
Authors:  Zuo, Qiankun;  Hu, Junhua;  Zhang, Yudong;  Pan, Junren;  Jing, Changhong; et al.
Favorite | TC[WOS]:1 TC[Scopus]:4  IF:2.2/1.8 | Submit date：2024/02/23
Adversarial Graph Encoder  Dementia  Functional Brain Connectivity  Generative Transformer  Graph Convolutional Network  Label Distribution  
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]:4 TC[Scopus]:5 | Submit date：2023/08/08
MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism Conference paper
Zhang, Zheng, Yang, Donglin, Xia, Yaqi, Ding, Liang, Tao, Dacheng, Zhou, Xiaobo, Cheng, Dazhao. MPipeMoE: Memory Efficient MoE for Pre-trained Models with Adaptive Pipeline Parallelism[C], USA:Institute of Electrical and Electronics Engineers Inc., 2023, 167-177.
Authors:  Zhang, Zheng;  Yang, Donglin;  Xia, Yaqi;  Ding, Liang;  Tao, Dacheng; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2023/08/08
Mixture Of Experts  Pipeline Parallelism  Distributed Training  Memory Efficiency  
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]:16 TC[Scopus]:18  IF:13.3/14.6 | Submit date：2023/06/05