Ziniu Hu
California Institute of Technology(US)Palo Alto Research Center(US)
Publications by Year
Research Areas
Advanced Graph Neural Networks, Topic Modeling, Multimodal Machine Learning Applications, Domain Adaptation and Few-Shot Learning, Recommender Systems and Techniques
Most-Cited Works
- → Heterogeneous Graph Transformer(2020)1,261 cited
- → GPT-GNN(2020)430 cited
- → Heterogeneous Network Representation Learning(2020)110 cited
- → Layer-Dependent Importance Sampling for Training Deep and Large Graph Convolutional Networks(2019)87 cited
- → GPT-GNN: Generative Pre-Training of Graph Neural Networks(2020)71 cited
- → Reveal: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory(2023)62 cited
- → Fuzzy Logic Based Logical Query Answering on Knowledge Graphs(2022)60 cited
- → Listening to Chaotic Whispers: A Deep Learning Framework for\n News-oriented Stock Trend Prediction(2017)58 cited
- → Broaden the Vision: Geo-Diverse Visual Commonsense Reasoning(2021)31 cited