Picture for Guoqi Li

Guoqi Li

Spiking Neural Networks for Temporal Processing: Status Quo and Future Prospects

Add code
Feb 13, 2025
Viaarxiv icon

EfficientLLM: Scalable Pruning-Aware Pretraining for Architecture-Agnostic Edge Language Models

Add code
Feb 10, 2025
Viaarxiv icon

Temporal-Aware Spiking Transformer Hashing Based on 3D-DWT

Add code
Jan 12, 2025
Viaarxiv icon

Spike2Former: Efficient Spiking Transformer for High-performance Image Segmentation

Add code
Dec 19, 2024
Viaarxiv icon

Efficient 3D Recognition with Event-driven Spike Sparse Convolution

Add code
Dec 10, 2024
Figure 1 for Efficient 3D Recognition with Event-driven Spike Sparse Convolution
Figure 2 for Efficient 3D Recognition with Event-driven Spike Sparse Convolution
Figure 3 for Efficient 3D Recognition with Event-driven Spike Sparse Convolution
Figure 4 for Efficient 3D Recognition with Event-driven Spike Sparse Convolution
Viaarxiv icon

A High Energy-Efficiency Multi-core Neuromorphic Architecture for Deep SNN Training

Add code
Dec 10, 2024
Figure 1 for A High Energy-Efficiency Multi-core Neuromorphic Architecture for Deep SNN Training
Figure 2 for A High Energy-Efficiency Multi-core Neuromorphic Architecture for Deep SNN Training
Figure 3 for A High Energy-Efficiency Multi-core Neuromorphic Architecture for Deep SNN Training
Figure 4 for A High Energy-Efficiency Multi-core Neuromorphic Architecture for Deep SNN Training
Viaarxiv icon

Flexible and Scalable Deep Dendritic Spiking Neural Networks with Multiple Nonlinear Branching

Add code
Dec 09, 2024
Viaarxiv icon

Scaling Spike-driven Transformer with Efficient Spike Firing Approximation Training

Add code
Nov 25, 2024
Viaarxiv icon

MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map

Add code
Nov 16, 2024
Figure 1 for MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
Figure 2 for MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
Figure 3 for MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
Figure 4 for MetaLA: Unified Optimal Linear Approximation to Softmax Attention Map
Viaarxiv icon

Towards Unifying Understanding and Generation in the Era of Vision Foundation Models: A Survey from the Autoregression Perspective

Add code
Oct 29, 2024
Figure 1 for Towards Unifying Understanding and Generation in the Era of Vision Foundation Models: A Survey from the Autoregression Perspective
Figure 2 for Towards Unifying Understanding and Generation in the Era of Vision Foundation Models: A Survey from the Autoregression Perspective
Figure 3 for Towards Unifying Understanding and Generation in the Era of Vision Foundation Models: A Survey from the Autoregression Perspective
Viaarxiv icon