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2020 – today
- 2025
[j2]Yan Shi
, Yang Yu, Siyuan Kang, Ninghui Feng, Chongbo Yin:
An Adaptive Gas Feature Calculation and Classification Method Combined With an Electronic Nose for Origin Identification of Agricultural Products. IEEE Trans. Ind. Informatics 21(11): 8607-8618 (2025)- [c3]Zhangyi Hu, Jiemin Wu, Hua Xu, Mingqian Liao, Ninghui Feng, Bo Gao, Songning Lai, Yutao Yue:
IMTS is Worth Time × Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction. ICML 2025 - [c2]Songning Lai, Tianlang Xue, Hongru Xiao, Lijie Hu, Jiemin Wu, Ninghui Feng, Runwei Guan, Haicheng Liao, Zhenning Li, Yutao Yue:
DRIVE: Dependable Robust Interpretable Visionary Ensemble Framework in Autonomous Driving. ICRA 2025: 3734-3736 - [c1]Songning Lai, Ninghui Feng, Jiechao Gao, Hao Wang, Haochen Sui, Xin Zou, Jiayu Yang, Wenshuo Chen, Lijie Hu, Hang Zhao, Xuming Hu, Yutao Yue:
From Guesswork to Guarantee: Towards Faithful Multimedia Web Forecasting with TimeSieve. ACM Multimedia 2025: 7587-7595 - [i6]Ninghui Feng, Songning Lai, Xin Zhou, Jiayu Yang, Kunlong Feng, Zhenxiao Yin, Fobao Zhou, Zhangyi Hu, Yutao Yue, Yuxuan Liang, Boyu Wang, Hang Zhao:
Towards Reliable Time Series Forecasting under Future Uncertainty: Ambiguity and Novelty Rejection Mechanisms. CoRR abs/2503.19656 (2025) - [i5]Zhangyi Hu, Jiemin Wu, Hua Xu, Mingqian Liao, Ninghui Feng, Bo Gao, Songning Lai, Yutao Yue:
IMTS is Worth Time ⨉ Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction. CoRR abs/2505.22815 (2025) - [i4]Ninghui Feng, Yiyan Qi:
NUM2EVENT: Interpretable Event Reasoning from Numerical time-series. CoRR abs/2510.23630 (2025) - 2024
- [j1]Ziyang Li, Siyuan Kang, Ninghui Feng, Chongbo Yin, Yan Shi:
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system. Pattern Recognit. 145: 109912 (2024) - [i3]Songning Lai, Ninghui Feng, Haochen Sui, Ze Ma, Hao Wang, Zichen Song, Hang Zhao, Yutao Yue:
FTS: A Framework to Find a Faithful TimeSieve. CoRR abs/2405.19647 (2024) - [i2]Ninghui Feng, Songning Lai, Fobao Zhou, Zhenxiao Yin, Hang Zhao:
TimeSieve: Extracting Temporal Dynamics through Information Bottlenecks. CoRR abs/2406.05036 (2024) - [i1]Songning Lai, Tianlang Xue, Hongru Xiao, Lijie Hu, Jiemin Wu, Ninghui Feng, Runwei Guan, Haicheng Liao, Zhenning Li, Yutao Yue:
DRIVE: Dependable Robust Interpretable Visionary Ensemble Framework in Autonomous Driving. CoRR abs/2409.10330 (2024)
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