Ninghui Feng

According to our database, Ninghui Feng authored at least 8 papers between 2024 and 2025.

Collaborative distances:

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

2025

An Adaptive Gas Feature Calculation and Classification Method Combined With an Electronic Nose for Origin Identification of Agricultural Products.

Yan Shi, Yang Yu, Siyuan Kang, Ninghui Feng, Chongbo Yin

IEEE Trans. Ind. Informatics, November, 2025

NUM2EVENT: Interpretable Event Reasoning from Numerical time-series.

Ninghui Feng, Yiyan Qi

CoRR, October, 2025

IMTS is Worth Time ⨉ Channel Patches: Visual Masked Autoencoders for Irregular Multivariate Time Series Prediction.

Zhangyi Hu, Jiemin Wu, Hua Xu, Mingqian Liao, Ninghui Feng, Bo Gao, Songning Lai, Yutao Yue

CoRR, May, 2025

Towards Reliable Time Series Forecasting under Future Uncertainty: Ambiguity and Novelty Rejection Mechanisms.

Ninghui Feng, Songning Lai, Xin Zhou, Jiayu Yang, Kunlong Feng, Zhenxiao Yin, Fobao Zhou, Zhangyi Hu, Yutao Yue, Yuxuan Liang, Boyu Wang, Hang Zhao

CoRR, March, 2025

DRIVE: Dependable Robust Interpretable Visionary Ensemble Framework in Autonomous Driving.

Songning Lai, Tianlang Xue, Hongru Xiao, Lijie Hu, Jiemin Wu, Ninghui Feng, Runwei Guan, Haicheng Liao, Zhenning Li, Yutao Yue

Proceedings of the IEEE International Conference on Robotics and Automation, 2025

2024

PSCFormer: A lightweight hybrid network for gas identification in electronic nose system.

Ziyang Li, Siyuan Kang, Ninghui Feng, Chongbo Yin, Yan Shi

Pattern Recognit., January, 2024

TimeSieve: Extracting Temporal Dynamics through Information Bottlenecks.

Ninghui Feng, Songning Lai, Fobao Zhou, Zhenxiao Yin, Hang Zhao

CoRR, 2024

FTS: A Framework to Find a Faithful TimeSieve.

Songning Lai, Ninghui Feng, Haochen Sui, Ze Ma, Hao Wang, Zichen Song, Hang Zhao, Yutao Yue

CoRR, 2024