The Evolutionary Intelligence (EvoI) Group was founded in January 2023, affiliated with Xidian University (XDU), China. Generally, our research motivations can be interpreted at four levels: EvoI for Network Sciences (NS), EvoI for Machine Learning (ML), EvoI for Optimization (OP), and EvoI for Application (AP).
EvoI for Network Sciences
Topics
- Hypergraphs
- Causal Inference
- Community Detection
- Network Robustness
- Influence Maximization
- Network Reconstruction
Members
- Yingzhi Teng (2019/09-now)
- Ziang Xie (2020/09-now)
- Yitong Li (2020/09-now)
- Lanlan Chen (2021/09-now)
- Yuanyuan Li (2021/09-now)
EvoI for Machine Learning
Topics
- Auto Learning
- Meta Learning
- Kinetic Analysis
- Graph Learning
- Generative Model
- Adversarial Learning
Members
- Xiaobin Li (2022/09-now)
- Tianyu Li (2022/09-now)
- Yujian Li (2023/09-now)
EvoI for Optimization
Topics
- Numerical Optmization
- Expensive Optimization
- Large-Scale Optimization
- Combinatorial Optimization
- Multi-objective Optimization
- Multi-task/Transfer Optimization
Members
- Huixin Ma (2021/09-now)
- Xinyu Guo (2022/09-now)
- Yudong Yang (2022/09-now)
EvoI for Applications
Topics
- Scheduling
- Cyber security
- Time Series Analysis
- Black-box Applications
- Placement and Routing
- Bioinformatics and Life Sciences
Members
- Yingzhi Teng (2019/09-now)
- Shuijing Zhang (2021/09-now)
- Beining Zhang (2022/09-now)