Yanqi Chen

According to our database, Yanqi Chen authored at least 15 papers between 2021 and 2024.

Collaborative distances:

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

2024

Self-architectural knowledge distillation for spiking neural networks.

Haonan Qiu, Munan Ning, Zeyin Song, Wei Fang, Yanqi Chen, Tao Sun, Zhengyu Ma, Li Yuan, Yonghong Tian

Neural Networks, 2024

Temporal Contrastive Learning for Spiking Neural Networks.

Haonan Qiu, Zeyin Song, Yanqi Chen, Munan Ning, Wei Fang, Tao Sun, Zhengyu Ma, Li Yuan, Yonghong Tian

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023

SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence.

Wei Fang, Yanqi Chen, Jianhao Ding, Zhaofei Yu, Timothée Masquelier, Ding Chen, Liwei Huang, Huihui Zhou, Guoqi Li, Yonghong Tian

CoRR, 2023

Auto-Spikformer: Spikformer Architecture Search.

Kaiwei Che, Zhaokun Zhou, Zhengyu Ma, Wei Fang, Yanqi Chen, Shuaijie Shen, Li Yuan, Yonghong Tian

CoRR, 2023

Parallel Spiking Neurons with High Efficiency and Long-term Dependencies Learning Ability.

Wei Fang, Zhaofei Yu, Zhaokun Zhou, Yanqi Chen, Zhengyu Ma, Timothée Masquelier, Yonghong Tian

CoRR, 2023

Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies.

Wei Fang, Zhaofei Yu, Zhaokun Zhou, Ding Chen, Yanqi Chen, Zhengyu Ma, Timothée Masquelier, Yonghong Tian

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Unified Framework for Soft Threshold Pruning.

Yanqi Chen, Zhengyu Ma, Wei Fang, Xiawu Zheng, Zhaofei Yu, Yonghong Tian

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

On-line harmonic signal denoising from the measurement with non-stationary and non-Gaussian noise.

Liang Yu, Yanqi Chen, Yongli Zhang, Ran Wang, Zhaodong Zhang

Signal Process., 2022

TrafficCAM: A Versatile Dataset for Traffic Flow Segmentation.

Zhongying Deng, Yanqi Chen, Lihao Liu, Shujun Wang, Rihuan Ke, Carola-Bibiane Schönlieb, Angelica I. Avilés-Rivero

CoRR, 2022

State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks.

Yanqi Chen, Zhaofei Yu, Wei Fang, Zhengyu Ma, Tiejun Huang, Yonghong Tian

Proceedings of the International Conference on Machine Learning, 2022

2021

Spike-based Residual Blocks.

Wei Fang, Zhaofei Yu, Timothée Masquelier, Yanqi Chen, Tiejun Huang, Yonghong Tian

CoRR, 2021

Deep Residual Learning in Spiking Neural Networks.

Wei Fang, Zhaofei Yu, Yanqi Chen, Tiejun Huang, Timothée Masquelier, Yonghong Tian

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Pruning of Deep Spiking Neural Networks through Gradient Rewiring.

Yanqi Chen, Zhaofei Yu, Wei Fang, Tiejun Huang, Yonghong Tian

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks.

Wei Fang, Zhaofei Yu, Yanqi Chen, Timothée Masquelier, Tiejun Huang, Yonghong Tian

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

A Semi-Supervised Railway Foreign Object Detection Method Based on GAN.

Yanqi Chen, Shuzhen Tong, Xiaobo Lu, Yun Wei

Proceedings of the CSAE 2021: The 5th International Conference on Computer Science and Application Engineering, Sanya, China, October 19, 2021