Qi Xu

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

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

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

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

Wavelet-Guided Attention Network for Spiking Image Reconstruction

CleanEdit: Retention-Aware Pruning and Bounded Replay for Lifelong Model Editing

Representation Finetuning for Continual Learning

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

TS-SNN: Temporal Shift Module for Spiking Neural Networks

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

Enhancing Graph Contrastive Learning for Protein Graphs from Perspective of Invariance

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

Brain-inspired Multi-View Incremental Learning for Knowledge Transfer and Retention