Li, Erping

3 publications

CVPR 2025 Efficient ANN-Guided Distillation: Aligning Rate-Based Features of Spiking Neural Networks Through Hybrid Block-Wise Replacement Shu Yang, Chengting Yu, Lei Liu, Hanzhi Ma, Aili Wang, Erping Li

ICML 2025 Efficient Logit-Based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment Chengting Yu, Xiaochen Zhao, Lei Liu, Shu Yang, Gaoang Wang, Erping Li, Aili Wang

NeurIPS 2024 Advancing Training Efficiency of Deep Spiking Neural Networks Through Rate-Based Backpropagation Chengting Yu, Lei Liu, Gaoang Wang, Erping Li, Aili Wang