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SILTD: Structural Information for LLM-Generated Text Detection 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2025, 页码: 16
作者:  Yang, Jing;  Wang, Shi;  Zi, Kangli;  Sun, Yanshun;  Huang, Yuwei;  Luo, Tianyu
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
LLM-generated text detection  Structural information  Multi-relational graph  Clustering  
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  
BitNet: 1-bit Pre-training for Large Language Models 期刊论文
JOURNAL OF MACHINE LEARNING RESEARCH, 2025, 卷号: 26, 页码: 29
作者:  Wang, Hongyu;  Ma, Shuming;  Ma, Lingxiao;  Wang, Lei;  Wang, Wenhui;  Dong, Li;  Huang, Shaohan;  Wang, Huaijie;  Xue, Jilong;  Wang, Ruiping;  Wu, Yi;  Wei, Furu
收藏  |  浏览/下载：4/0  |  提交时间：2025/12/03
Natural Language Processing  Large Language Models  1-bit Pre-training  Efficiency  Model Architecture  
QR-DeepONet: resolve abnormal convergence issue in deep operator network 期刊论文
MACHINE LEARNING-SCIENCE AND TECHNOLOGY, 2024, 卷号: 5, 期号: 4, 页码: 10
作者:  Zhao, Jie;  Xie, Biwei;  Li, Xingquan
收藏  |  浏览/下载：11/0  |  提交时间：2025/06/25
operator learning  QR decomposition  machine learning  neural network  
An adaptive joint optimization framework for pruning and quantization 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 页码: 17
作者:  Li, Xiaohai;  Yang, Xiaodong;  Zhang, Yingwei;  Yang, Jianrong;  Chen, Yiqiang
收藏  |  浏览/下载：39/0  |  提交时间：2024/12/06
Model compression  Network pruning  Quantization  Mutual learning  Multi-teacher knowledge distillation  
DPQ: dynamic pseudo-mean mixed-precision quantization for pruned neural network 期刊论文
MACHINE LEARNING, 2024, 页码: 14
作者:  Pei, Songwen;  Wang, Jiyao;  Zhang, Bingxue;  Qin, Wei;  Xue, Hai;  Ye, Xiaochun;  Chen, Mingsong
收藏  |  浏览/下载：49/0  |  提交时间：2024/05/20
Big data  Compression  Deep learning  Pseudo-mean mixed-precision quantization  Pruned neural network  
Fpar: filter pruning via attention and rank enhancement for deep convolutional neural networks acceleration 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2024, 页码: 13
作者:  Chen, Yanming;  Wu, Gang;  Shuai, Mingrui;  Lou, Shubin;  Zhang, Yiwen;  An, Zhulin
收藏  |  浏览/下载：50/0  |  提交时间：2024/05/20
Neural network  Model compression  Filter pruning  Attention  Rank enhancement  CNNs  
Improving fraud detection via imbalanced graph structure learning 期刊论文
MACHINE LEARNING, 2023, 页码: 22
作者:  Ren, Lingfei;  Hu, Ruimin;  Liu, Yang;  Li, Dengshi;  Wu, Junhang;  Zang, Yilong;  Hu, Wenyi
收藏  |  浏览/下载：38/0  |  提交时间：2024/05/20
Fraud detection  Graph structure learning  Homophily  Heterophily  
Bi-STAN: bilinear spatial-temporal attention network for wearable human activity recognition 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2023, 页码: 17
作者:  Gao, Chenlong;  Chen, Yiqiang;  Jiang, Xinlong;  Hu, Lisha;  Zhao, Zhicheng;  Zhang, Yuxin
收藏  |  浏览/下载：57/0  |  提交时间：2023/07/12
Human activity recognition  Spatial-temporal attention  Bilinear pooling  Low-redundancy  
Stabilize deep ResNet with a sharp scaling factor tau 期刊论文
MACHINE LEARNING, 2022, 页码: 34
作者:  Zhang, Huishuai;  Yu, Da;  Yi, Mingyang;  Chen, Wei;  Liu, Tie-Yan
收藏  |  浏览/下载：61/0  |  提交时间：2022/12/07