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AdaE: Knowledge Graph Embedding With Adaptive Embedding Sizes 期刊论文
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2025, 卷号: 37, 期号: 8, 页码: 4432-4445
作者:  Guan, Zhanpeng;  Zhang, Fuwei;  Zhang, Zhao;  Zhuang, Fuzhen;  Wang, Fei;  An, Zhulin;  Xu, Yongjun
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Knowledge graphs  Adaptation models  Training  Data models  Search problems  Vectors  Overfitting  Tail  Optimization  Tensors  Knowledge graph embedding (KGE)  Data imbalance issue  Dimension selection  
A framework for Chinese event semantic constraint predicates and their generation using PEFT LLM and RAG 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2025, 页码: 26
作者:  Huang, Qiaojuan;  Wang, Shi;  He, Qing;  Cao, Cungen
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Event semantic analysis  Head-tail event semantic constraint predicates  Large language models  Parameter-efficient fine-tuning  Retrieval-augmented generation  
SGKGE: Semantically Guided Knowledge Graph Embeddings via Complementary Latent Representations 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2025, 页码: 14
作者:  Liu, Ruizhou;  Cao, Zongsheng;  Wu, Zhe;  Wu, Yiling;  Xu, Qianqian;  Huang, Qingming
收藏  |  浏览/下载：44/0  |  提交时间：2025/06/25
Semantics  Manifolds  Vectors  Training  Tensors  Knowledge graphs  Animals  Translation  Tail  Matrix decomposition  Hyperbolic manifold  knowledge graph embedding (KGE)  
FedCRAC: Improving Federated Classification Performance on Long-Tailed Data via Classifier Representation Adjustment and Calibration 期刊论文
IEEE TRANSACTIONS ON MOBILE COMPUTING, 2025, 卷号: 24, 期号: 1, 页码: 482-499
作者:  Li, Xujing;  Sun, Sheng;  Liu, Min;  Ren, Ju;  Jiang, Xuefeng;  He, Tianliu
收藏  |  浏览/下载：17/0  |  提交时间：2025/06/25
Tail  Data models  Training  Computational modeling  Servers  Accuracy  Feature extraction  Data heterogeneity  federated learning  long-tailed data  representation alignment  
Component-distinguishable Co-location and Resource Reclamation for High-throughput Computing 期刊论文
ACM TRANSACTIONS ON COMPUTER SYSTEMS, 2024, 卷号: 42, 期号: 1-2, 页码: 37
作者:  Zhao, Laiping;  Cui, Yushuai;  Yang, Yanan;  Zhou, Xiaobo;  Qiu, Tie;  Li, Keqiu;  Bao, Yungang
收藏  |  浏览/下载：43/0  |  提交时间：2024/12/06
Datacenters  resource utilization  tail latency  co-locating  
Suppressing the Interference Within a Datacenter: Theorems, Metric and Strategy 期刊论文
IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, 2024, 卷号: 35, 期号: 5, 页码: 732-750
作者:  Liu, Yuhang;  Deng, Xin;  Zhou, Jiapeng;  Chen, Mingyu;  Bao, Yungang
收藏  |  浏览/下载：50/0  |  提交时间：2024/05/20
Interference  Tail  Quality of service  Entropy  Throughput  Cloud computing  Resource management  Datacenter  high-throughput  performance uncertainty  quality of services (QoS)  resource contention  
CRIC: A VQA Dataset for Compositional Reasoning on Vision and Commonsense 期刊论文
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2023, 卷号: 45, 期号: 5, 页码: 5561-5578
作者:  Gao, Difei;  Wang, Ruiping;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：51/0  |  提交时间：2023/12/04
Visualization  Task analysis  Tail  Head  Annotations  Magnetic heads  Mouth  Visual question answering  compositional reasoning  commonsense reasoning  dataset construction  
A Comprehensive Framework for Long-Tailed Learning via Pretraining and Normalization 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 13
作者:  Kang, Nan;  Chang, Hong;  Ma, Bingpeng;  Shan, Shiguang
收藏  |  浏览/下载：58/0  |  提交时间：2022/12/07
Training  Tail  Task analysis  Head  Visualization  Feature extraction  Data models  Classifier design  contrastive learning  long-tailed recognition  normalization  
Learning deep face representation with long-tail data: An aggregate-and-disperse approach 期刊论文
PATTERN RECOGNITION LETTERS, 2020, 卷号: 133, 页码: 48-54
作者:  Ma, Yuhao;  Kan, Meina;  Shan, Shiguang;  Chen, Xilin
收藏  |  浏览/下载：96/0  |  提交时间：2020/12/10
Face recognition  Deep representation learning  Long-tail distribution  Aggregate-and-disperse  
A Case for Adaptive Resource Management in Alibaba Datacenter Using Neural Networks 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2020, 卷号: 35, 期号: 1, 页码: 209-220
作者:  Wang, Sa;  Zhu, Yan-Hai;  Chen, Shan-Pei;  Wu, Tian-Ze;  Li, Wen-Jie;  Zhan, Xu-Sheng;  Ding, Hai-Yang;  Shi, Wei-Song;  Bao, Yun-Gang
收藏  |  浏览/下载：89/0  |  提交时间：2020/12/10
resource management  neural network  resource efficiency  tail latency