126 citations
- Hong Kong Polytechnic UniversityHK7 papers
- Lianyungang Oriental HospitalCN6 papers
- Shanghai Jiao Tong UniversityCN6 papers
- Xuzhou Medical CollegeCN6 papers
- East China Normal UniversityCN5 papers
- Fudan UniversityCN4 papers
- Shanghai UniversityCN4 papers
- University of MacauMO4 papers
- China Academy of Engineering PhysicsCN3 papers
- Chinese Academy of SciencesCN3 papers
- Institute of Theoretical PhysicsCN3 papers
- Southwest University of Science and TechnologyCN3 papers
92 papers
Panther: A Cost-Effective Privacy-Preserving Framework for GNN Training and Inference Services in Cloud Environments
Congcong Chen, Xinyu Liu, Kaifeng Huang +2
Graph Neural Networks (GNNs) have marked significant impact in traffic state prediction, social recommendation, knowledge-aware question answering and so on. As more and more users…
A Unifying Approach to Probabilistic Testing Equivalences
Weijun Chen, Yuxi Fu, Huan Long +1
Probabilistic concurrent systems are foundational models for modern mobile computing. In this paper, a unifying approach to probabilistic testing equivalences is proposed. With the…
LEL: Lipschitz Continuity Constrained Ensemble Learning for Efficient EEG-Based Intra-subject Emotion Recognition
Shengyu Gong, Yueyang Li, Zijian Kang +6
Accurate and efficient recognition of emotional states is critical for human social functioning, and impairments in this ability are associated with significant psychosocial diffic…
Information Bottleneck-Guided Heterogeneous Graph Learning for Interpretable Neurodevelopmental Disorder Diagnosis
Yueyang Li, Lei Chen, Wenhao Dong +9
Developing interpretable models for neurodevelopmental disorders (NDDs) diagnosis presents significant challenges in effectively encoding, decoding, and integrating multimodal neur…
STARFormer: A Novel Spatio-Temporal Aggregation Reorganization Transformer of FMRI for Brain Disorder Diagnosis
Wenhao Dong, Yueyang Li, Weiming Zeng +4
Many existing methods that use functional magnetic resonance imaging (fMRI) classify brain disorders, such as autism spectrum disorder (ASD) and attention deficit hyperactivity dis…
Neural Operator Feedback for a First-Order PIDE with Spatially-Varying State Delay
Jie Qi, Jiaqi Hu, Jing Zhang +1
A transport PDE with a spatial integral and recirculation with constant delay has been a benchmark for neural operator approximations of PDE backstepping controllers. Introducing a…