Ninghui Feng

11 papers A* 3Journal 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
An Adaptive Gas Feature Calculation and Classification Method Combined With an Electronic Nose for Origin Identification of Agricultural Products.
IEEE Trans. Ind. Informatics
Yan Shi, Yang Yu, Siyuan Kang, Ninghui Feng, Chongbo Yin
2025 A* conf
DRIVE: Dependable Robust Interpretable Visionary Ensemble Framework in Autonomous Driving.
ICRA
Songning Lai, Tianlang Xue, Hongru Xiao, Lijie Hu, Jiemin Wu, Ninghui Feng, Runwei Guan, Haicheng Liao, Zhenning Li, Yutao Yue
2025 A* conf
From Guesswork to Guarantee: Towards Faithful Multimedia Web Forecasting with TimeSieve.
ACM Multimedia
Songning Lai, Ninghui Feng, Jiechao Gao, Hao Wang, Haochen Sui, Xin Zou, Jiayu Yang, Wenshuo Chen, Lijie Hu, Hang Zhao, Xuming Hu, Yutao Yue
2025 A* conf
IMTS is Worth Time × Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction.
ICML
Zhangyi Hu, Jiemin Wu, Hua Xu, Mingqian Liao, Ninghui Feng, Bo Gao, Songning Lai, Yutao Yue
2025 J jnl
IMTS is Worth Time ⨉ Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction.
CoRR
Zhangyi Hu, Jiemin Wu, Hua Xu, Mingqian Liao, Ninghui Feng, Bo Gao, Songning Lai, Yutao Yue
2025 J jnl
NUM2EVENT: Interpretable Event Reasoning from Numerical time-series.
CoRR
Ninghui Feng, Yiyan Qi
2025 J jnl
Towards Reliable Time Series Forecasting under Future Uncertainty: Ambiguity and Novelty Rejection Mechanisms.
CoRR
Ninghui Feng, Songning Lai, Xin Zhou, Jiayu Yang, Kunlong Feng, Zhenxiao Yin, Fobao Zhou, Zhangyi Hu, Yutao Yue, Yuxuan Liang, Boyu Wang, Hang Zhao
2024 J jnl
DRIVE: Dependable Robust Interpretable Visionary Ensemble Framework in Autonomous Driving.
CoRR
Songning Lai, Tianlang Xue, Hongru Xiao, Lijie Hu, Jiemin Wu, Ninghui Feng, Runwei Guan, Haicheng Liao, Zhenning Li, Yutao Yue
2024 J jnl
FTS: A Framework to Find a Faithful TimeSieve.
CoRR
Songning Lai, Ninghui Feng, Haochen Sui, Ze Ma, Hao Wang, Zichen Song, Hang Zhao, Yutao Yue
2024 J jnl
PSCFormer: A lightweight hybrid network for gas identification in electronic nose system.
Pattern Recognit.
Ziyang Li, Siyuan Kang, Ninghui Feng, Chongbo Yin, Yan Shi
2024 J jnl
TimeSieve: Extracting Temporal Dynamics through Information Bottlenecks.
CoRR
Ninghui Feng, Songning Lai, Fobao Zhou, Zhenxiao Yin, Hang Zhao