Cătălina Cangea

Publications by Year

Research Areas

Multimodal Machine Learning Applications, Generative Adversarial Networks and Image Synthesis, Advanced Graph Neural Networks, Domain Adaptation and Few-Shot Learning, Topic Modeling

Most-Cited Works

• → Towards Sparse Hierarchical Graph Classifiers(2018)198 cited
• → General-purpose, long-context autoregressive modeling with Perceiver AR(2022)34 cited
• → Wiki-CS: A Wikipedia-Based Benchmark for Graph Neural Networks(2020)33 cited
• → Graph Density-Aware Losses for Novel Compositions in Scene Graph Generation(2020)29 cited
• → XFlow: Cross-Modal Deep Neural Networks for Audiovisual Classification(2020)29 cited
• → Generative Compositional Augmentations for Scene Graph Prediction(2021)26 cited
• → Deep Graph Mapper: Seeing Graphs Through the Neural Lens(2021)24 cited
• → Deep Learning for Protein–Protein Interaction Site Prediction(2021)17 cited
• → Spatio-Temporal Deep Graph Infomax(2019)16 cited