Naichuan Zheng

According to our database, Naichuan Zheng authored at least 13 papers between 2024 and 2026.

Collaborative distances:

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

2026

LiquidTAD: Efficient Temporal Action Detection via Parallel Liquid-Inspired Temporal Relaxation.

Zepeng Sun, Naichuan Zheng, Hailun Xia, Junjie Wu, Liwei Bao, Xiaotai Zhang

CoRR, April, 2026

Towards Green Wearable Computing: A Physics-Aware Spiking Neural Network for Energy-Efficient IMU-based Human Activity Recognition.

Naichuan Zheng, Hailun Xia, Zepeng Sun, Weiyi Li, Yinzhe Zhou

CoRR, April, 2026

S3T-Former: A Purely Spike-Driven State-Space Topology Transformer for Skeleton Action Recognition.

Naichuan Zheng, Hailun Xia, Zepeng Sun, Weiyi Li, Yujia Wang

CoRR, March, 2026

Leveraging Spatial High-Order Modeling for Skeleton-Based Action Recognition.

Zeyu Liang, Hailun Xia, Naichuan Zheng, Huan Xu

IEEE Signal Process. Lett., 2026

MK-SGN: A spiking graph convolutional network with multimodal fusion and knowledge distillation for skeleton-based action recognition.

Naichuan Zheng, Hailun Xia, Zeyu Liang, Yuchen Du

Neurocomputing, 2026

2025

Signal-SGN++: Topology-Enhanced Time-Frequency Spiking Graph Network for Skeleton-Based Action Recognition.

Naichuan Zheng, Xiahai Lun, Weiyi Li, Yuchen Du

CoRR, December, 2025

Patch as Node: Human-Centric Graph Representation Learning for Multimodal Action Recognition.

Zeyu Liang, Hailun Xia, Naichuan Zheng

CoRR, December, 2025

SNN-Driven Multimodal Human Action Recognition via Event Camera and Skeleton Data Fusion.

Naichuan Zheng, Hailun Xia

CoRR, February, 2025

Signal-SGN: A Spiking Graph Convolutional Network for Skeleton Action Recognition via Learning Temporal-Frequency Dynamics.

Naichuan Zheng, Yuchen Du, Hailun Xia, Zeyu Liang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

2024

Topological Symmetry Enhanced Graph Convolution for Skeleton-Based Action Recognition.

Zeyu Liang, Hailun Xia, Naichuan Zheng, Huan Xu

CoRR, 2024

Signal-SGN: A Spiking Graph Convolutional Network for Skeletal Action Recognition via Learning Temporal-Frequency Dynamics.

Naichuan Zheng, Hailun Xia, Dapeng Liu

CoRR, 2024

MK-SGN: A Spiking Graph Convolutional Network with Multimodal Fusion and Knowledge Distillation for Skeleton-based Action Recognition.

Naichuan Zheng, Hailun Xia, Zeyu Liang

CoRR, 2024

Target Intelligent Threat Assessment Based on Multiplex Network Models.

Jiang Zuo, Hongbo Huang, Naichuan Zheng, Pengzhi Zhu, Zhenhao Xu

Proceedings of the 14th Asian Control Conference, 2024