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Neighbor Distribution Learning for Minority Class Augmentation Journal article
Zhou, Mengting, Gong, Zhiguo. Neighbor Distribution Learning for Minority Class Augmentation[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(12), 8901-8913.
Authors:  Zhou, Mengting;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2024/09/03
Training  Topology  Graph Neural Networks  Data Models  Accuracy  Task Analysis  Image Color Analysis  Class-imbalanced Learning  Data Mining  Node Classification  
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  
Economic Analysis of Edge Caching Enabled Mobile Internet Ecosystem Journal article
Jiang, Changkun, Gao, Lin, Hou, Fen, Li, Jianqiang. Economic Analysis of Edge Caching Enabled Mobile Internet Ecosystem[J]. IEEE TRANSACTIONS ON MOBILE COMPUTING, 2024, 23(11), 10647-10664.
Authors:  Jiang, Changkun;  Gao, Lin;  Hou, Fen;  Li, Jianqiang
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.7/6.5 | Submit date：2024/05/16
Mobile Edge Caching  Mobile Internet Ecosystem  Multi-stage Dynamic Game  Network Economics  
DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training Journal article
Zhou, Haoran, Rang, Wei, Chen, Hongyang, Zhou, Xiaobo, Cheng, Dazhao. DeepTM: Efficient Tensor Management in Heterogeneous Memory for DNN Training[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(11), 1920-1935.
Authors:  Zhou, Haoran;  Rang, Wei;  Chen, Hongyang;  Zhou, Xiaobo;  Cheng, Dazhao
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.6/4.5 | Submit date：2024/08/05
Deep Neural Network Training  Heterogeneous Memory  Memory Management  Performance Optimization  
Efficient and Robust Point Cloud Registration via Heuristics-guided Parameter Search Journal article
Tianyu Huang, Haoang Li, Liangzu Peng, Yinlong Liu, Yun-Hui Liu. Efficient and Robust Point Cloud Registration via Heuristics-guided Parameter Search[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024, 46(10), 6966-6984.
Authors:  Tianyu Huang;  Haoang Li;  Liangzu Peng;  Yinlong Liu;  Yun-Hui Liu
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:20.8/22.2 | Submit date：2024/06/27
Point Cloud Registration  Sampling  Parameter Search  Transformation Decomposition  Interval Stabbing  
Efficient Binocular Rendering of Volumetric Density Fields With Coupled Adaptive Cube-Map Ray Marching for Virtual Reality Journal article
Xu, Tianchen, Ren, Xiaohua, Yang, Jiale, Sheng, Bin, Wu, Enhua. Efficient Binocular Rendering of Volumetric Density Fields With Coupled Adaptive Cube-Map Ray Marching for Virtual Reality[J]. IEEE Transactions on Visualization and Computer Graphics, 2024, 30(10), 6625-6638.
Authors:  Xu, Tianchen;  Ren, Xiaohua;  Yang, Jiale;  Sheng, Bin;  Wu, Enhua
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.7/5.1 | Submit date：2024/11/05
Binocular Views  Density Field  Global Illumination  Ray Marching  Real-time Rendering  Virtual Reality  Volume Rendering  
InSS: An Intelligent Scheduling Orchestrator for Multi-GPU Inference with Spatio-Temporal Sharing Journal article
Han, Ziyi, Zhou, Ruiting, Xu, Chengzhong, Zeng, Yifan, Zhang, Renli. InSS: An Intelligent Scheduling Orchestrator for Multi-GPU Inference with Spatio-Temporal Sharing[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(10), 1735-1748.
Authors:  Han, Ziyi;  Zhou, Ruiting;  Xu, Chengzhong;  Zeng, Yifan;  Zhang, Renli
Favorite | TC[WOS]:0 TC[Scopus]:2  IF:5.6/4.5 | Submit date：2024/08/05
Dnn Inference  Gpu Resource Management  Online Scheduling  
Uformer-ICS: A U-Shaped Transformer for Image Compressive Sensing Service Journal article
Zhang, Kuiyuan, Hua, Zhongyun, Li, Yuanman, Zhang, Yushu, Zhou, Yicong. Uformer-ICS: A U-Shaped Transformer for Image Compressive Sensing Service[J]. IEEE Transactions on Services Computing, 2024, 17(5), 2974-2988.
Authors:  Zhang, Kuiyuan;  Hua, Zhongyun;  Li, Yuanman;  Zhang, Yushu;  Zhou, Yicong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.5/5.9 | Submit date：2024/02/22
Compressive Sensing Service  Compressive Sampling  Image Reconstruction  Adaptive Sampling  Deep Learning  
Heterogeneity-aware Proactive Elastic Resource Allocation for Serverless Applications Journal article
Feng, Binbin, Ding, Zhijun, Zhou, Xiaobo, Jiang, Changjun. Heterogeneity-aware Proactive Elastic Resource Allocation for Serverless Applications[J]. IEEE Transactions on Services Computing, 2024, 17(5), 2473-2487.
Authors:  Feng, Binbin;  Ding, Zhijun;  Zhou, Xiaobo;  Jiang, Changjun
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:5.5/5.9 | Submit date：2024/05/16
Instance Allocation  Numa  Resource Estimation  Server Scaling  Serverless  Workflow  Workload Prediction  
Joint Participant and Learning Topology Selection for Federated Learning in Edge Clouds Journal article
Wei, Xinliang, Ye, Kejiang, Shi, Xinghua, Xu, Cheng Zhong, Wang, Yu. Joint Participant and Learning Topology Selection for Federated Learning in Edge Clouds[J]. IEEE Transactions on Parallel and Distributed Systems, 2024, 35(8), 1456-1468.
Authors:  Wei, Xinliang;  Ye, Kejiang;  Shi, Xinghua;  Xu, Cheng Zhong;  Wang, Yu
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:5.6/4.5 | Submit date：2024/07/04
Edge Computing  Federated Learning  Learning Topology  Participant Selection