Tian Gao
Publications by Year
Research Areas
Bayesian Modeling and Causal Inference, Topic Modeling, Data Quality and Management, Advanced Graph Neural Networks, Rough Sets and Fuzzy Logic
Most-Cited Works
- → DAG-GNN: DAG Structure Learning with Graph Neural Networks(2019)130 cited
- → Efficient Markov Blanket Discovery and Its Application(2016)93 cited
- → Type-augmented Relation Prediction in Knowledge Graphs(2021)48 cited
- → Study on the Improvement of K-Nearest-Neighbor Algorithm(2009)41 cited
- → Efficient score-based Markov Blanket discovery(2016)41 cited
- → Multi-step Entity-centric Information Retrieval for Multi-Hop Question Answering(2019)33 cited
- Local causal discovery of direct causes and effects(2015)
- Local-to-Global Bayesian Network Structure Learning.(2017)
- → DAGs with No Fears: A Closer Look at Continuous Optimization for Learning Bayesian Networks(2020)26 cited