Carl Yang
Emory University(US)
Publications by Year
Research Areas
Advanced Graph Neural Networks, Topic Modeling, Functional Brain Connectivity Studies, Complex Network Analysis Techniques, Machine Learning in Healthcare
Most-Cited Works
- → Heterogeneous Network Representation Learning: A Unified Framework With Survey and Benchmark(2020)306 cited
- → Bridging Collaborative Filtering and Semi-Supervised Learning(2017)301 cited
- → Adversarial Attack and Defense on Graph Data: A Survey(2022)240 cited
- → BrainGB: A Benchmark for Brain Network Analysis With Graph Neural Networks(2022)168 cited
- → Interpretable Graph Neural Networks for Connectome-Based Brain Disorder Analysis(2022)86 cited
- → I Know You'll Be Back(2018)84 cited
- → Subgraph Federated Learning with Missing Neighbor Generation(2021)75 cited
- → Domain Specialization as the Key to Make Large Language Models Disruptive: A Comprehensive Survey(2023)72 cited
- → On Positional and Structural Node Features for Graph Neural Networks on Non-attributed Graphs(2022)69 cited
- → A Survey on Graph Structure Learning: Progress and Opportunities(2021)67 cited