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Employment (1)

The Hong Kong University of Science and Technology: Kowloon, HK

2018-09-01 to 2019-08-31 | Research Assistant (CSE)
Employment
Source: Self-asserted source
Lifeng Shen

Education and qualifications (3)

The Hong Kong University of Science and Technology: Kowloon, HK

2019-09-01 to 2024-09-16 | PhD in Artificial Intelligence (Division of Emerging Interdisciplinary Areas, HKUST)
Education
Source: Self-asserted source
Lifeng Shen

South China University of Technology: Guangzhou, Guangdong, CN

2015-09-01 to 2018-06-27 | MA.Eng (CSE)
Education
Source: Self-asserted source
Lifeng Shen

Jinan University: Guangzhou, Guangdong, CN

2011-09-01 to 2015-06-30 | B.S. (Department of Mathematics)
Education
Source: Self-asserted source
Lifeng Shen

Works (15)

Multi-resolution diffusion models for time series forecasting

ICLR
2024 | Conference paper
Contributors: Lifeng Shen
Source: Self-asserted source
Lifeng Shen

Non-autoregressive conditional diffusion models for time series prediction

ICML
2023 | Conference paper
Contributors: Lifeng Shen
Source: Self-asserted source
Lifeng Shen

Efficient time series anomaly detection by multiresolution self-supervised discriminative network

Neurocomputing
2022-06 | Journal article
DOI: 10.1016/j.neucom.2022.03.048
Part of ISSN: 0925-2312
Contributors: Desen Huang; Lifeng Shen; Zhongzhong Yu; Zhenjing Zheng; Min Huang; Qianli Ma
Source: Self-asserted source
Lifeng Shen

Time series anomaly detection with multiresolution ensemble decoding

AAAI
2021 | Conference paper
Contributors: Lifeng Shen
Source: Self-asserted source
Lifeng Shen

Timeseries anomaly detection using temporal hierarchical one-class network

NeurIPS
2020 | Conference paper
Contributors: Lifeng Shen
Source: Self-asserted source
Lifeng Shen

DeePr-ESN: A deep projection-encoding echo-state network

Information Sciences
2020-02 | Journal article
DOI: 10.1016/j.ins.2019.09.049
Part of ISSN: 0020-0255
Source: Self-asserted source
Lifeng Shen

End-to-End Incomplete Time-Series Modeling From Linear Memory of Latent Variables

IEEE Transactions on Cybernetics
2019 | Journal article
DOI: 10.1109/tcyb.2019.2906426
Part of ISSN: 2168-2267
Part of ISSN: 2168-2275
Source: Self-asserted source
Lifeng Shen

Time series classification with Echo Memory Networks

Neural Networks
2019-09 | Journal article
DOI: 10.1016/j.neunet.2019.05.008
Contributors: Qianli Ma; Wanqing Zhuang; Lifeng Shen; Garrison W. Cottrell
Source: check_circle
Crossref

End-to-End Time Series Imputation via Residual Short Paths

Proceedings of The 10th Asian Conference on Machine Learning
2018 | Conference paper
URI:

http://proceedings.mlr.press/v95/shen18a.html
Source: Self-asserted source
Lifeng Shen

RBF Networks with Dynamic Barycenter Averaging Kernel for Time Series Classification

International CCF Conference on Artificial Intelligence
2018-08-02 | Conference paper
Source: Self-asserted source
Lifeng Shen

Decouple Adversarial Capacities with Dual-Reservoir Network

Neural Information Processing
2017 | Conference paper
Part of ISBN: 978-3-319-70139-4
Source: Self-asserted source
Lifeng Shen

Two-Stage Temporal Multimodal Learning for Speaker and Speech Recognition

Neural Information Processing
2017 | Conference paper
Part of ISBN: 978-3-319-70096-0
Source: Self-asserted source
Lifeng Shen

Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework

2017-11-13 | Preprint
ARXIV: arXiv:1711.05255v1
Source: Self-asserted source
Lifeng Shen

WALKING WALKing walking: Action Recognition from Action Echoes

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence
2017-08 | Conference paper
DOI: 10.24963/ijcai.2017/342
ISBN: 9780999241103
Source: Self-asserted source
Lifeng Shen

Functional echo state network for time series classification

Information Sciences
2016-12 | Journal article
DOI: 10.1016/j.ins.2016.08.081
Part of ISSN: 0020-0255
Source: Self-asserted source
Lifeng Shen
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