Lifeng Shen

According to our database, Lifeng Shen authored at least 19 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Mixup Augmentation with Multiple Interpolations.

Lifeng Shen, Jincheng Yu, Hansi Yang, James T. Kwok

CoRR, 2024

Multi-Resolution Diffusion Models for Time Series Forecasting.

Lifeng Shen, Weiyu Chen, James T. Kwok

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Non-autoregressive Conditional Diffusion Models for Time Series Prediction.

Lifeng Shen, James T. Kwok

Proceedings of the International Conference on Machine Learning, 2023

2022

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

Desen Huang, Lifeng Shen, Zhongzhong Yu, Zhenjing Zheng, Min Huang, Qianli Ma

Neurocomputing, 2022

2021

Time Series Anomaly Detection with Multiresolution Ensemble Decoding.

Lifeng Shen, Zhongzhong Yu, Qianli Ma, James T. Kwok

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

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

Qianli Ma, Sen Li, Lifeng Shen, Jiabing Wang, Jia Wei, Zhiwen Yu, Garrison W. Cottrell

IEEE Trans. Cybern., 2020

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

Qianli Ma, Lifeng Shen, Garrison W. Cottrell

Inf. Sci., 2020

Timeseries Anomaly Detection using Temporal Hierarchical One-Class Network.

Lifeng Shen, Zhuocong Li, James T. Kwok

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Time series classification with Echo Memory Networks.

Qianli Ma, Wanqing Zhuang, Lifeng Shen, Garrison W. Cottrell

Neural Networks, 2019

Dynamic Barycenter Averaging Kernel in RBF Networks for Time Series Classification.

Kejian Shi, Hongyang Qin, Chijun Sima, Sen Li, Lifeng Shen, Qianli Ma

IEEE Access, 2019

2018

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

Lifeng Shen, Qianli Ma, Sen Li

Proceedings of The 10th Asian Conference on Machine Learning, 2018

2017

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

Qianli Ma, Lifeng Shen, Garrison W. Cottrell

CoRR, 2017

WALKING WALKing walking: Action Recognition from Action Echoes.

Qianli Ma, Lifeng Shen, Enhuan Chen, Shuai Tian, Jiabing Wang, Garrison W. Cottrell

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Decouple Adversarial Capacities with Dual-Reservoir Network.

Qianli Ma, Lifeng Shen, Wanqing Zhuang, Jieyu Chen

Proceedings of the Neural Information Processing - 24th International Conference, 2017

Two-Stage Temporal Multimodal Learning for Speaker and Speech Recognition.

Qianli Ma, Lifeng Shen, Ruishi Su, Jieyu Chen

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

Functional echo state network for time series classification.

Qianli Ma, Lifeng Shen, Weibiao Chen, Jiabin Wang, Jia Wei, Zhiwen Yu

Inf. Sci., 2016

2013

The Model for the Agricultural Informationalization Benefit Analysis.

Lifeng Shen, Xiaoqing Yuan, Daoliang Li

Proceedings of the Computer and Computing Technologies in Agriculture VII, 2013

2011

A Research of Agricultural Informationalization Evaluation and Decision Support System.

Lifeng Shen, Xiaoqing Yuan, Daoliang Li

Proceedings of the Computer and Computing Technologies in Agriculture V, 2011

2010

Application of Grey Prediction Model in Rural Informatization Construction.

Du Jing, Daoliang Li, Hongwen Li, Lifeng Shen

Proceedings of the Computer and Computing Technologies in Agriculture IV, 2010