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Explainability for Large Language Models: A Survey 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 2, 页码: 38
作者:  Zhao, Haiyan;  Chen, Hanjie;  Yang, Fan;  Liu, Ninghao;  Deng, Huiqi;  Cai, Hengyi;  Wang, Shuaiqiang;  Yin, Dawei;  Du, Mengnan
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Explainability  interpretability  large language models  
Exploring the Distributed Knowledge Congruence in Proxy-data-free Federated Distillation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 2, 页码: 34
作者:  Wu, Zhiyuan;  Sun, Sheng;  Wang, Yuwei;  Liu, Min;  Pan, Quyang;  Zhang, Junbo;  Li, Zeju;  Liu, Qingxiang
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
Federated learning  knowledge distillation  proxy-data-free  model heterogeneity  
Exploring Structure Incentive Domain Adversarial Learning for Generalizable Sleep Stage Classification 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2024, 卷号: 15, 期号: 1, 页码: 30
作者:  Ma, Shuo;  Zhang, Yingwei;  Chen, Yiqiang;  Xie, Tao;  Song, Shuchao;  Jia, Ziyu
收藏  |  浏览/下载：1/0  |  提交时间：2024/12/06
physiological signal  time-series signal  sleep stage classification  domain generalization  subject independent  
CLC: A Consensus-based Label Correction Approach in Federated Learning 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2022, 卷号: 13, 期号: 5, 页码: 23
作者:  Zeng, Bixiao;  Yang, Xiaodong;  Chen, Yiqiang;  Yu, Hanchao;  Zhang, Yingwei
收藏  |  浏览/下载：21/0  |  提交时间：2023/07/12
Federated learning  data evaluation  consensus mechanism  
Exploring the Risky Travel Area and Behavior of Car-hailing Service 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2022, 卷号: 13, 期号: 1, 页码: 22
作者:  Niu, Hongting;  Zhu, Hengshu;  Sun, Ying;  Lu, Xinjiang;  Sun, Jing;  Zhao, Zhiyuan;  Xiong, Hui;  Lang, Bo
收藏  |  浏览/下载：26/0  |  提交时间：2022/12/07
Risk analysis  fraud detection  bipartite graph optimization  order sequence syndrome  anomaly detection  
Collaborative Local-Global Learning for Temporal Action Proposal 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2021, 卷号: 12, 期号: 5, 页码: 14
作者:  Zhu, Yisheng;  Han, Hu;  Liu, Guangcan;  Liu, Qingshan
收藏  |  浏览/下载：35/0  |  提交时间：2022/06/21
Temporal action proposal generation  untrimmed videos  long short-term memory  attention mechanism  
Exploring Correlation Network for Cheating Detection 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2020, 卷号: 11, 期号: 1, 页码: 23
作者:  Luo, Ping;  Shu, Kai;  Wu, Junjie;  Wan, Li;  Tan, Yong
收藏  |  浏览/下载：56/0  |  提交时间：2020/12/10
Correlation network analysis  cheating detection  distribution channel  time series  graph cut  
Transfer Learning with Dynamic Distribution Adaptation 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2020, 卷号: 11, 期号: 1, 页码: 25
作者:  Wang, Jindong;  Chen, Yiqiang;  Feng, Wenjie;  Yu, Han;  Huang, Meiyu;  Yang, Qiang
收藏  |  浏览/下载：51/0  |  提交时间：2020/12/10
Transfer learning  domain adaptation  distribution alignment  deep learning  subspace learning  kernel method  
Large-Scale Frequent Episode Mining from Complex Event Sequences with Hierarchies 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2019, 卷号: 10, 期号: 4, 页码: 26
作者:  Ao, Xiang;  Shi, Haoran;  Wang, Jin;  Zuo, Luo;  Li, Hongwei;  He, Qing
收藏  |  浏览/下载：48/0  |  提交时间：2020/12/10
Frequent episode mining  peak episode miner  large-scale sequence mining  hierarchy-aware maximal/closed episode  
Sparse Online Learning of Image Similarity 期刊论文
ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, 2017, 卷号: 8, 期号: 5, 页码: 22
作者:  Gao, Xingyu;  Hoi, Steven C. H.;  Zhang, Yongdong;  Zhou, Jianshe;  Wan, Ji;  Chen, Zhenyu;  Li, Jintao;  Zhu, Jianke
收藏  |  浏览/下载：79/0  |  提交时间：2019/12/12
Online learning  metric learning  similarity learning  distance metric  bag-of-words representation  image retrieval