Lifeng Shen

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 17

Top Topics

Diffusion Models

Anomaly Detection

Top Venues

IEEE Trans. Cybern.

Publications

Lifeng Shen, Weiyu Chen, James T. Kwok
Multi-Resolution Diffusion Models for Time Series Forecasting. ICLR (2024)
Lifeng Shen, Jincheng Yu, Hansi Yang, James T. Kwok
Mixup Augmentation with Multiple Interpolations. CoRR (2024)
Lifeng Shen, James T. Kwok
Non-autoregressive Conditional Diffusion Models for Time Series Prediction. CoRR (2023)
Lifeng Shen, James T. Kwok
Non-autoregressive Conditional Diffusion Models for Time Series Prediction. ICML (2023)
Desen Huang, Lifeng Shen, Zhongzhong Yu, Zhenjing Zheng, Min Huang, Qianli Ma
Efficient time series anomaly detection by multiresolution self-supervised discriminative network. Neurocomputing 491 (2022)
Lifeng Shen, Zhongzhong Yu, Qianli Ma, James T. Kwok
Time Series Anomaly Detection with Multiresolution Ensemble Decoding. AAAI (2021)
Qianli Ma, Sen Li, Lifeng Shen, Jiabing Wang, Jia Wei, Zhiwen Yu, Garrison W. Cottrell
End-to-End Incomplete Time-Series Modeling From Linear Memory of Latent Variables. IEEE Trans. Cybern. 50 (12) (2020)
Qianli Ma, Lifeng Shen, Garrison W. Cottrell
DeePr-ESN: A deep projection-encoding echo-state network. Inf. Sci. 511 (2020)
Lifeng Shen, Zhuocong Li, James T. Kwok
Timeseries Anomaly Detection using Temporal Hierarchical One-Class Network. NeurIPS (2020)
Kejian Shi, Hongyang Qin, Chijun Sima, Sen Li, Lifeng Shen, Qianli Ma
Dynamic Barycenter Averaging Kernel in RBF Networks for Time Series Classification. IEEE Access 7 (2019)
Qianli Ma, Wanqing Zhuang, Lifeng Shen, Garrison W. Cottrell
Time series classification with Echo Memory Networks. Neural Networks 117 (2019)
Lifeng Shen, Qianli Ma, Sen Li
End-to-End Time Series Imputation via Residual Short Paths. ACML (2018)
Qianli Ma, Lifeng Shen, Ruishi Su, Jieyu Chen
Two-Stage Temporal Multimodal Learning for Speaker and Speech Recognition. ICONIP (2) (2017)
Qianli Ma, Lifeng Shen, Garrison W. Cottrell
Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework. CoRR (2017)
Qianli Ma, Lifeng Shen, Enhuan Chen, Shuai Tian, Jiabing Wang, Garrison W. Cottrell
WALKING WALKing walking: Action Recognition from Action Echoes. IJCAI (2017)
Qianli Ma, Lifeng Shen, Wanqing Zhuang, Jieyu Chen
Decouple Adversarial Capacities with Dual-Reservoir Network. ICONIP (5) (2017)
Qianli Ma, Lifeng Shen, Weibiao Chen, Jiabin Wang, Jia Wei, Zhiwen Yu
Functional echo state network for time series classification. Inf. Sci. 373 (2016)
Lifeng Shen, Xiaoqing Yuan, Daoliang Li
The Model for the Agricultural Informationalization Benefit Analysis. CCTA (2) (2013)
Lifeng Shen, Xiaoqing Yuan, Daoliang Li
A Research of Agricultural Informationalization Evaluation and Decision Support System. CCTA (1) (2011)
Du Jing, Daoliang Li, Hongwen Li, Lifeng Shen
Application of Grey Prediction Model in Rural Informatization Construction. CCTA (4) (2010)