Area of research
Artificial Intelligence · Signal Processing
Research interest
Research interests include Time Series Analysis and Forecasting, Advanced Graph Neural Networks, Domain Adaptation and Few-Shot Learning, and Anomaly Detection Techniques and Applications.
Topology-aware Embedding Memory for Continual Learning on Expanding Networks
Tutorials at The Web Conference 2023
Hierarchical Prototype Networks for Continual Graph Representation Learning
Sparsified Subgraph Memory for Continual Graph Representation Learning
Learning Deep Network Representations with Adversarially Regularized Autoencoders
Deep r -th Root of Rank Supervised Joint Binary Embedding for Multivariate Time Series Retrieval
Top Rank Supervised Binary Coding for Visual Search
Efficient Latent Link Recommendation in Signed Networks