Jiangrong Shen

Robust Selective Activation with Randomized Temporal K-Winner-Take-All in Spiking Neural Networks for Continual Learning

Reversible Lifelong Model Editing via Semantic Routing-Based LoRA

An Efficient Structural Pruning for Spiking Neural Networks by Balancing Accuracy and Sparsification

Towards Efficient SNNs: Sensitivity-Guided Pruning for Deep Spiking Architectures

Spiking Neural Network with Mixture of Heterogeneous Enhancement Experts for Robust Underwater Object Detection

Spiking Decision Making Bottleneck for Offline Reinforcement Learning With Spiking Neural Networks

Multi-Modal Spiking Neural Network for Efficient and Robust Underwater Object Detection

Wavelet-Guided Attention Network for Spiking Image Reconstruction

Deep Spiking Neural Network with Brain-Inspired Recurrent Iterative Learning

Self-cross Feature based Spiking Neural Networks for Efficient Few-shot Learning

Efficient ANN-SNN Conversion with Error Compensation Learning

Hybrid Spiking Vision Transformer for Object Detection with Event Cameras

Local-Global Coupling Spiking Graph Transformer for Brain Disorders Diagnosis from Two Perspectives

Improving the Sparse Structure Learning of Spiking Neural Networks from the View of Compression Efficiency

A Simple Efficiency Incremental Learning Framework via Vision-Language Model with Multi-Adapters