Liu, Xiaode

13 publications

ICML 2025 ReverB-SNN: Reversing Bit of the Weight and Activation for Spiking Neural Networks Yufei Guo, Yuhan Zhang, Zhou Jie, Xiaode Liu, Xin Tong, Yuanpei Chen, Weihang Peng, Zhe Ma

CVPR 2025 Spiking Transformer: Introducing Accurate Addition-Only Spiking Self-Attention for Transformer Yufei Guo, Xiaode Liu, Yuanpei Chen, Weihang Peng, Yuhan Zhang, Zhe Ma

NeurIPS 2024 EnOF-SNN: Training Accurate Spiking Neural Networks via Enhancing the Output Feature Yufei Guo, Weihang Peng, Xiaode Liu, Yuanpei Chen, Yuhan Zhang, Xin Tong, Zhou Jie, Zhe Ma

AAAI 2024 Enhancing Representation of Spiking Neural Networks via Similarity-Sensitive Contrastive Learning Yuhan Zhang, Xiaode Liu, Yuanpei Chen, Weihang Peng, Yufei Guo, Xuhui Huang, Zhe Ma

NeurIPS 2024 Take a Shortcut Back: Mitigating the Gradient Vanishing for Training Spiking Neural Networks Yufei Guo, Yuanpei Chen, Zecheng Hao, Weihang Peng, Zhou Jie, Yuhan Zhang, Xiaode Liu, Zhe Ma

AAAI 2024 Ternary Spike: Learning Ternary Spikes for Spiking Neural Networks Yufei Guo, Yuanpei Chen, Xiaode Liu, Weihang Peng, Yuhan Zhang, Xuhui Huang, Zhe Ma

ICCV 2023 Membrane Potential Batch Normalization for Spiking Neural Networks Yufei Guo, Yuhan Zhang, Yuanpei Chen, Weihang Peng, Xiaode Liu, Liwen Zhang, Xuhui Huang, Zhe Ma

ICCV 2023 RMP-Loss: Regularizing Membrane Potential Distribution for Spiking Neural Networks Yufei Guo, Xiaode Liu, Yuanpei Chen, Liwen Zhang, Weihang Peng, Yuhan Zhang, Xuhui Huang, Zhe Ma

NeurIPS 2023 Spiking PointNet: Spiking Neural Networks for Point Clouds Dayong Ren, Zhe Ma, Yuanpei Chen, Weihang Peng, Xiaode Liu, Yuhan Zhang, Yufei Guo

NeurIPS 2022 IM-Loss: Information Maximization Loss for Spiking Neural Networks Yufei Guo, Yuanpei Chen, Liwen Zhang, Xiaode Liu, Yinglei Wang, Xuhui Huang, Zhe Ma

ECCV 2022 Real Spike: Learning Real-Valued Spikes for Spiking Neural Networks Yufei Guo, Liwen Zhang, Yuanpei Chen, Xinyi Tong, Xiaode Liu, YingLei Wang, Xuhui Huang, Zhe Ma

CVPR 2022 RecDis-SNN: Rectifying Membrane Potential Distribution for Directly Training Spiking Neural Networks Yufei Guo, Xinyi Tong, Yuanpei Chen, Liwen Zhang, Xiaode Liu, Zhe Ma, Xuhui Huang

ECCV 2022 Reducing Information Loss for Spiking Neural Networks Yufei Guo, Yuanpei Chen, Liwen Zhang, YingLei Wang, Xiaode Liu, Xinyi Tong, Yuanyuan Ou, Xuhui Huang, Zhe Ma