A Semi-Supervised Railway Foreign Object Detection Method Based on GAN. - Yanqi Chen; Shuzhen Tong; Xiaobo Lu; Yun Wei (CSAE, 2021)

Incorporating Learnable Membrane Time Constant to Enhance Learning of Spiking Neural Networks. - Wei Fang 006; Zhaofei Yu; Yanqi Chen; Timothée Masquelier; Tiejun Huang 001; Yonghong Tian 001 (ICCV, 2021)

Pruning of Deep Spiking Neural Networks through Gradient Rewiring. - Yanqi Chen; Zhaofei Yu; Wei Fang 006; Tiejun Huang 001; Yonghong Tian 001 (IJCAI, 2021)

Deep Residual Learning in Spiking Neural Networks. - Wei Fang 006; Zhaofei Yu; Yanqi Chen; Tiejun Huang 001; Timothée Masquelier; Yonghong Tian 001 (NeurIPS, 2021)

Spike-based Residual Blocks. - Wei Fang 006; Zhaofei Yu; Timothée Masquelier; Yanqi Chen; Tiejun Huang 001; Yonghong Tian 001 (CoRR, 2021)

State Transition of Dendritic Spines Improves Learning of Sparse Spiking Neural Networks. - Yanqi Chen; Zhaofei Yu; Wei Fang 006; Zhengyu Ma; Tiejun Huang 001; Yonghong Tian 001 (ICML, 2022)

On-line harmonic signal denoising from the measurement with non-stationary and non-Gaussian noise. - Liang Yu 003; Yanqi Chen; Yongli Zhang; Ran Wang 011; Zhaodong Zhang (Signal Process., 2022)

A Unified Framework for Soft Threshold Pruning. - Yanqi Chen; Zhengyu Ma; Wei Fang 006; Xiawu Zheng; Zhaofei Yu; Yonghong Tian 001 (ICLR, 2023)

Parallel Spiking Neurons with High Efficiency and Ability to Learn Long-term Dependencies. - Wei Fang 006; Zhaofei Yu; Zhaokun Zhou; Ding Chen; Yanqi Chen; Zhengyu Ma; Timothée Masquelier; Yonghong Tian 001 (NeurIPS, 2023)

Parallel Spiking Neurons with High Efficiency and Long-term Dependencies Learning Ability. - Wei Fang 006; Zhaofei Yu; Zhaokun Zhou; Yanqi Chen; Zhengyu Ma; Timothée Masquelier; Yonghong Tian 001 (CoRR, 2023)

Auto-Spikformer: Spikformer Architecture Search. - Kaiwei Che; Zhaokun Zhou; Zhengyu Ma; Wei Fang 006; Yanqi Chen; Shuaijie Shen; Li Yuan 007; Yonghong Tian 001 (CoRR, 2023)

SpikingJelly: An open-source machine learning infrastructure platform for spike-based intelligence. - Wei Fang 006; Yanqi Chen; Jianhao Ding; Zhaofei Yu; Timothée Masquelier; Ding Chen; Liwei Huang; Huihui Zhou; Guoqi Li; Yonghong Tian 001 (CoRR, 2023)

Cube Attacks Against Trivium, Kreyvium and ACORN with Practical Complexity. - Yanqi Chen; Ting Li; Yao Sun (Inscrypt (2), 2024)

Temporal Contrastive Learning for Spiking Neural Networks. - Haonan Qiu; Zeyin Song; Yanqi Chen; Munan Ning; Wei Fang 006; Tao Sun; Zhengyu Ma; Li Yuan 007; Yonghong Tian 001 (ICANN (10), 2024)

Self-architectural knowledge distillation for spiking neural networks. - Haonan Qiu; Munan Ning; Zeyin Song; Wei Fang 006; Yanqi Chen; Tao Sun; Zhengyu Ma; Li Yuan 007; Yonghong Tian 001 (Neural Networks, 2024)