Area of research
Artificial Intelligence · Computer Vision and Pattern Recognition
Research interest
Research interests include Advanced Graph Neural Networks, Topic Modeling, Multimodal Machine Learning Applications, and Domain Adaptation and Few-Shot Learning.
Motif-Driven Contrastive Learning of Graph Representations
Reveal: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory
Fuzzy Logic Based Logical Query Answering on Knowledge Graphs
Explanatory prediction of traffic congestion propagation mode: A self-attention based approach
Heterogeneous Graph Transformer
Heterogeneous Network Representation Learning