Unsupervised Coupled Metric Similarity for Non-IID Categorical Data
Jian, Songlei, Cao, Longbing, Lu, Kai, Gao, Hang
Published in IEEE transactions on knowledge and data engineering (01.09.2018)
Published in IEEE transactions on knowledge and data engineering (01.09.2018)
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Journal Article
CURE: Flexible Categorical Data Representation by Hierarchical Coupling Learning
Jian, Songlei, Pang, Guansong, Cao, Longbing, Lu, Kai, Gao, Hang
Published in IEEE transactions on knowledge and data engineering (01.05.2019)
Published in IEEE transactions on knowledge and data engineering (01.05.2019)
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Journal Article
MRML: Multimodal Rumor Detection by Deep Metric Learning
Peng, Liwen, Jian, Songlei, Li, Dongsheng, Shen, Siqi
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
Published in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (04.06.2023)
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Conference Proceeding
RED: Learning the role embedding in networks via Discrete-time quantum walk
Wang, Xin, Jian, Songlei, Lu, Kai, Zhang, Yi, Liu, Kai
Published in Applied intelligence (Dordrecht, Netherlands) (2022)
Published in Applied intelligence (Dordrecht, Netherlands) (2022)
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Journal Article
Neural Cross-Session Filtering: Next-Item Prediction Under Intra- and Inter-Session Context
Hu, Liang, Chen, Qingkui, Zhao, Haiyan, Jian, Songlei, Cao, Longbing, Cao, Jian
Published in IEEE intelligent systems (01.11.2018)
Published in IEEE intelligent systems (01.11.2018)
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Journal Article
LogRep: Log-based Anomaly Detection by Representing both Semantic and Numeric Information in Raw Messages
Xie, Xiaoda, Jian, Songlei, Huang, Chenlin, Yu, Fengyuan, Deng, Yunjia
Published in 2023 IEEE 34th International Symposium on Software Reliability Engineering (ISSRE) (09.10.2023)
Published in 2023 IEEE 34th International Symposium on Software Reliability Engineering (ISSRE) (09.10.2023)
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Conference Proceeding
A subspace ensemble framework for classification with high dimensional missing data
Gao, Hang, Jian, Songlei, Peng, Yuxing, Liu, Xinwang
Published in Multidimensional systems and signal processing (01.10.2017)
Published in Multidimensional systems and signal processing (01.10.2017)
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Journal Article
Evolving Coauthorship Modeling and Prediction via Time-Aware Paired Choice Analysis
Hu, Liang, Chen, Qingkui, Cao, Longbing, Jian, Songlei, Zhao, Haiyan, Cao, Jian
Published in IEEE access (2019)
Published in IEEE access (2019)
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Journal Article
Robust unsupervised network intrusion detection with self-supervised masked context reconstruction
Wang, Wei, Jian, Songlei, Tan, Yusong, Wu, Qingbo, Huang, Chenlin
Published in Computers & security (01.05.2023)
Published in Computers & security (01.05.2023)
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Journal Article
A unified multimodal classification framework based on deep metric learning
Peng, Liwen, Jian, Songlei, Li, Minne, Kan, Zhigang, Qiao, Linbo, Li, Dongsheng
Published in Neural networks (01.01.2025)
Published in Neural networks (01.01.2025)
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Journal Article
OnceNAS: Discovering efficient on-device inference neural networks for edge devices
Zhang, Yusen, Qin, Yunchuan, Zhang, Yufeng, Zhou, Xu, Jian, Songlei, Tan, Yusong, Li, Kenli
Published in Information sciences (01.05.2024)
Published in Information sciences (01.05.2024)
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Journal Article
RoSAS: Deep semi-supervised anomaly detection with contamination-resilient continuous supervision
Xu, Hongzuo, Wang, Yijie, Pang, Guansong, Jian, Songlei, Liu, Ning, Wang, Yongjun
Published in Information processing & management (01.09.2023)
Published in Information processing & management (01.09.2023)
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Journal Article
Rethinking Class Relations: Absolute-relative Supervised and Unsupervised Few-shot Learning
Zhang, Hongguang, Koniusz, Piotr, Jian, Songlei, Li, Hongdong, Torr, Philip H. S.
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding