Lifeng Shen

30 papers A* 8C 1Journal 16Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
A structure-aware multi-subspace granular-ball clustering framework.
Inf. Sci.
Yifan Wang, Lifeng Shen, Shuyin Xia
2026 A* conf
Finding Time Series Anomalies Using Granular-Ball Vector Data Description.
AAAI
Lifeng Shen, Liang Peng, Ruiwen Liu, Shuyin Xia, Yi Liu
2026 J jnl
Mastering the Minority: An Uncertainty-guided Multi-Expert Framework for Challenging-tailed Sequence Learning.
CoRR
Ye Wang, Zixuan Wu, Lifeng Shen, Jiang Xie, Xiaoling Wang, Hong Yu, Guoyin Wang
2026 A* conf
TSGDiff: Rethinking Synthetic Time Series Generation from a Pure Graph Perspective.
AAAI
Lifeng Shen, Xuyang Li, Lele Long
2025 J jnl
Finding Time Series Anomalies using Granular-ball Vector Data Description.
CoRR
Lifeng Shen, Liang Peng, Ruiwen Liu, Shuyin Xia, Yi Liu
2025 A* conf
Granular-Ball-Induced Multiple Kernel K-Means.
IJCAI
Shuyin Xia, Yifan Wang, Lifeng Shen, Guo-Yin Wang
2025 J jnl
Granular-Ball-Induced Multiple Kernel K-Means.
CoRR
Shuyin Xia, Yifan Wang, Lifeng Shen, Guoyin Wang
2025 J jnl
TSGDiff: Rethinking Synthetic Time Series Generation from a Pure Graph Perspective.
CoRR
Lifeng Shen, Xuyang Li, Lele Long
2024 J jnl
LeMoLE: LLM-Enhanced Mixture of Linear Experts for Time Series Forecasting.
CoRR
Lingzheng Zhang, Lifeng Shen, Yimin Zheng, Shiyuan Piao, Ziyue Li, Fugee Tsung
2024 J jnl
Leveraging Uncertainty for Depth-Aware Hierarchical Text Classification.
Comput. Mater. Continua
Zixuan Wu, Ye Wang, Lifeng Shen, Feng Hu, Hong Yu
2024 J jnl
Mixup Augmentation with Multiple Interpolations.
CoRR
Lifeng Shen, Jincheng Yu, Hansi Yang, James T. Kwok
2024 A* conf
Multi-Resolution Diffusion Models for Time Series Forecasting.
ICLR
Lifeng Shen, Weiyu Chen, James T. Kwok
2023 A* conf
Non-autoregressive Conditional Diffusion Models for Time Series Prediction.
ICML
Lifeng Shen, James T. Kwok
2023 J jnl
Non-autoregressive Conditional Diffusion Models for Time Series Prediction.
CoRR
Lifeng Shen, James T. Kwok
2022 J jnl
Efficient time series anomaly detection by multiresolution self-supervised discriminative network.
Neurocomputing
Desen Huang, Lifeng Shen, Zhongzhong Yu, Zhenjing Zheng, Min Huang, Qianli Ma
2021 A* conf
Time Series Anomaly Detection with Multiresolution Ensemble Decoding.
AAAI
Lifeng Shen, Zhongzhong Yu, Qianli Ma, James T. Kwok
2020 J jnl
DeePr-ESN: A deep projection-encoding echo-state network.
Inf. Sci.
Qianli Ma, Lifeng Shen, Garrison W. Cottrell
2020 J jnl
End-to-End Incomplete Time-Series Modeling From Linear Memory of Latent Variables.
IEEE Trans. Cybern.
Qianli Ma, Sen Li, Lifeng Shen, Jiabing Wang, Jia Wei, Zhiwen Yu, Garrison W. Cottrell
2020 A* conf
Timeseries Anomaly Detection using Temporal Hierarchical One-Class Network.
NeurIPS
Lifeng Shen, Zhuocong Li, James T. Kwok
2019 J jnl
Dynamic Barycenter Averaging Kernel in RBF Networks for Time Series Classification.
IEEE Access
Kejian Shi, Hongyang Qin, Chijun Sima, Sen Li, Lifeng Shen, Qianli Ma
2019 J jnl
Time series classification with Echo Memory Networks.
Neural Networks
Qianli Ma, Wanqing Zhuang, Lifeng Shen, Garrison W. Cottrell
2018 C conf
End-to-End Time Series Imputation via Residual Short Paths.
ACML
Lifeng Shen, Qianli Ma, Sen Li
2017 — conf
Decouple Adversarial Capacities with Dual-Reservoir Network.
ICONIP (5)
Qianli Ma, Lifeng Shen, Wanqing Zhuang, Jieyu Chen
2017 J jnl
Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework.
CoRR
Qianli Ma, Lifeng Shen, Garrison W. Cottrell
2017 — conf
Two-Stage Temporal Multimodal Learning for Speaker and Speech Recognition.
ICONIP (2)
Qianli Ma, Lifeng Shen, Ruishi Su, Jieyu Chen
2017 A* conf
WALKING WALKing walking: Action Recognition from Action Echoes.
IJCAI
Qianli Ma, Lifeng Shen, Enhuan Chen, Shuai Tian, Jiabing Wang, Garrison W. Cottrell
2016 J jnl
Functional echo state network for time series classification.
Inf. Sci.
Qianli Ma, Lifeng Shen, Weibiao Chen, Jiabin Wang, Jia Wei, Zhiwen Yu
2013 — conf
The Model for the Agricultural Informationalization Benefit Analysis.
CCTA (2)
Lifeng Shen, Xiaoqing Yuan, Daoliang Li
2011 — conf
A Research of Agricultural Informationalization Evaluation and Decision Support System.
CCTA (1)
Lifeng Shen, Xiaoqing Yuan, Daoliang Li
2010 — conf
Application of Grey Prediction Model in Rural Informatization Construction.
CCTA (4)
Du Jing, Daoliang Li, Hongwen Li, Lifeng Shen