脑机接口与智能机器人

论文“GCDE: Graph-Embedded Conditional Diffusion for EEG Data Augmentation”被会议BIBM2025 conference接收

论文“GMDNet: Graph-Augmented Multimodal Dual-Path Network for EEG Motor Imagery Decoding”被会议BIBM2025接收

团队发明专利《基于多段信号随机重组与交互式双向RNN的EEG信号分类方法》于2025年7月22日获得授权

论文“Improving Motor Imagery EEG Signal Quality with Dynamic Visual Cues: An Innovative Paradigm and Dataset”被医学图像顶会MICCAI接收

论文“BrainAlign: EEG-Vision Alignment via Frequency-Aware Temporal Encoder and Differentiable Cluster Assigner”被医学图像顶会MICCAI接收

论文“TF‐MEET: A Transferable Fusion Multi‐band Transformer for Cross‐Session EEG Decoding”被CAAI Transactions on Intelligence Technology 接收

论文“Human-Assisted Regrouping with Permutation Invariant Critic for Multi-Agent Reinforcement Learning”被机器人顶会ICRA接收

论文“Large language models for robotics:Opportunities, challenges, and perspectives”被期刊Journal of Automation and Intelligence接收

论文“ST-GF:Graph-based Fusion of Spatial and Temporal Features for EEG Motor Imagery Decoding”被会议BIBM2024接收