Yanqi Chen

PhD student, Peking University

Joined

May 2021

Names

Yanqi Chen (Preferred)

Emails

****@pku.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Peking University (pku.edu.cn)

2019 – Present

Undergrad student

Peking University (pku.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

spiking neural network

Present

network pruning

Present

Publications

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
- NeurIPS 2023 poster
- Readers: Everyone
Self-Architectural Knowledge Distillation for Spiking Neural Networks
Haonan Qiu, Munan Ning, Li Yuan, Wei Fang, Yanqi Chen, Changlin Li, Tao Sun, Zhengyu Ma, Yonghong Tian
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Going Deeper with Spiking Neurons: Towards Binary Outputs of Deep Logic Spiking Neural Network
Tao Sun, Li Yuan, Yibing Song, Wei Fang, Yanqi Chen, Munan Ning, Haonan Qiu, Zhengyu Ma, Yonghong Tian
- 22 Sept 2022 (modified: 13 Feb 2023)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
A Unified Framework for Soft Threshold Pruning
Yanqi Chen, Zhengyu Ma, Wei Fang, Xiawu Zheng, Zhaofei Yu, Yonghong Tian
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks
Yanqi Chen, Zhaofei Yu, Wei Fang, Zhengyu Ma, Tiejun Huang, Yonghong Tian
- 2022 (modified: 14 Nov 2022)
- ICML 2022
- Readers: Everyone
Deep Residual Learning in Spiking Neural Networks
Wei Fang, Zhaofei Yu, Yanqi Chen, Tiejun Huang, Timothée Masquelier, Yonghong Tian
- Published: 09 Nov 2021, Last Modified: 26 May 2025
- NeurIPS 2021 Poster
- Readers: Everyone
Pruning of Deep Spiking Neural Networks through Gradient Rewiring
Yanqi Chen, Zhaofei Yu, Wei Fang, Tiejun Huang, Yonghong Tian
- 2021 (modified: 20 Aug 2021)
- IJCAI 2021
- Readers: Everyone
Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks
Wei Fang, Zhaofei Yu, Yanqi Chen, Timothée Masquelier, Tiejun Huang, Yonghong Tian
- 2021 (modified: 31 Mar 2022)
- ICCV 2021
- Readers: Everyone
Deep Residual Learning in Spiking Neural Networks
Wei Fang, Zhaofei Yu, Yanqi Chen, Tiejun Huang, Timothée Masquelier, Yonghong Tian
- 2021 (modified: 14 Nov 2022)
- NeurIPS 2021
- Readers: Everyone

Co-Authors