Erping Li
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
Venues
Top co-authors
Research topics
Keywords
spiking neural network
(3)
knowledge distillation
(2)
neural network optimization
(1)
neuromorphic hardware
(1)
backpropagation through time
(1)
surrogate gradient
(1)
ann-snn conversion
(1)
accuracy degradation
(1)
rate coding
(1)
block-wise replacement
(1)
rate-based feature
(1)
full-range timesteps
(1)
feature alignment
(1)
logit-based
(1)
efficient training
(1)
Papers
Efficient ANN-Guided Distillation: Aligning Rate-based Features of Spiking Neural Networks through Hybrid Block-wise Replacement
CVPR 2025
Efficient Logit-based Knowledge Distillation of Deep Spiking Neural Networks for Full-Range Timestep Deployment
ICML 2025
Advancing Training Efficiency of Deep Spiking Neural Networks through Rate-based Backpropagation
NeurIPS 2024