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Lifeng Shen
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2020 – today
- 2024
- [c11]Lifeng Shen, Weiyu Chen, James T. Kwok:
Multi-Resolution Diffusion Models for Time Series Forecasting. ICLR 2024 - [i3]Lifeng Shen, Jincheng Yu, Hansi Yang, James T. Kwok:
Mixup Augmentation with Multiple Interpolations. CoRR abs/2406.01417 (2024) - 2023
- [c10]Lifeng Shen, James T. Kwok:
Non-autoregressive Conditional Diffusion Models for Time Series Prediction. ICML 2023: 31016-31029 - [i2]Lifeng Shen, James T. Kwok:
Non-autoregressive Conditional Diffusion Models for Time Series Prediction. CoRR abs/2306.05043 (2023) - 2022
- [j6]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: 261-272 (2022) - 2021
- [c9]Lifeng Shen, Zhongzhong Yu, Qianli Ma, James T. Kwok:
Time Series Anomaly Detection with Multiresolution Ensemble Decoding. AAAI 2021: 9567-9575 - 2020
- [j5]Qianli Ma
, Lifeng Shen
DeePr-ESN: A deep projection-encoding echo-state network. Inf. Sci. 511: 152-171 (2020) - [j4]Qianli Ma
End-to-End Incomplete Time-Series Modeling From Linear Memory of Latent Variables. IEEE Trans. Cybern. 50(12): 4908-4920 (2020) - [c8]Lifeng Shen, Zhuocong Li, James T. Kwok:
Timeseries Anomaly Detection using Temporal Hierarchical One-Class Network. NeurIPS 2020
2010 – 2019
- 2019
- [j3]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: 47564-47576 (2019) - [j2]Qianli Ma, Wanqing Zhuang, Lifeng Shen
Time series classification with Echo Memory Networks. Neural Networks 117: 225-239 (2019) - 2018
- [c7]Lifeng Shen
End-to-End Time Series Imputation via Residual Short Paths. ACML 2018: 248-263 - 2017
- [c6]Qianli Ma, Lifeng Shen, Ruishi Su, Jieyu Chen:
Two-Stage Temporal Multimodal Learning for Speaker and Speech Recognition. ICONIP (2) 2017: 64-72 - [c5]Qianli Ma, Lifeng Shen, Wanqing Zhuang, Jieyu Chen:
Decouple Adversarial Capacities with Dual-Reservoir Network. ICONIP (5) 2017: 475-483 - [c4]Qianli Ma, Lifeng Shen
WALKING WALKing walking: Action Recognition from Action Echoes. IJCAI 2017: 2457-2463 - [i1]Qianli Ma, Lifeng Shen
Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework. CoRR abs/1711.05255 (2017) - 2016
- [j1]Qianli Ma, Lifeng Shen
Functional echo state network for time series classification. Inf. Sci. 373: 1-20 (2016) - 2013
- [c3]Lifeng Shen, Xiaoqing Yuan, Daoliang Li:
The Model for the Agricultural Informationalization Benefit Analysis. CCTA (2) 2013: 504-512 - 2011
- [c2]Lifeng Shen, Xiaoqing Yuan, Daoliang Li:
A Research of Agricultural Informationalization Evaluation and Decision Support System. CCTA (1) 2011: 513-523 - 2010
- [c1]Du Jing, Daoliang Li, Hongwen Li, Lifeng Shen:
Application of Grey Prediction Model in Rural Informatization Construction. CCTA (4) 2010: 720-726
Coauthor Index
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