Badong Chen

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

Openhelix: Empirical Analysis of Dual-System VLA Models for Robotic Manipulation

EECE: Ensemble-based Epistemic and Cooperative Exploration for Multi-Agent Reinforcement Learning

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

Spatiotemporal Spiking Entropic Bottleneck: Data-efficient Learning with Joint Redundancy Reduction in Spiking Neural Networks

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

Unlocking Volition: Proactive Intention Decoding via Interpretable Graph Learning of Multi-Region ECoG

Bridging Vision, Language, and Brain: Whole-Brain Interpretation of Visual Representations via Information Bottleneck Attribution

Rethinking Latent Redundancy in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation

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

Robust Spike-based Decoupled Federated Information Bottleneck Learning with Spiking Neural Network under System Heterogeneity