1. NIU Department of Computer Science
  2. About
  3. Faculty and Staff

Lei Zhang

Assistant Professor

Office: PM 459
Email: zhanglei@niu.edu
Website: https://zhang-lei.netlify.app/

Education

  • Ph.D., Virginia Tech

Areas of Interest

  • Artificial Intelligence
  • Machine Learning
  • Graph Learning
  • AI for Science
  • Bi-Level Optimization

Representative publications

Google Scholar Profile

  • Zhang, L., Chen, Z., Lu, C. T., & Zhao, L. (2024). Network Interdiction Goes Neural. arXiv preprint arXiv:2405.16409.
  • Zhang, L., Zhang, Q., Chen, Z., Sun, Y., Lu, C. T., & Zhao, L. (2023, December). Infinitely Deep Graph Transformation Networks. In 2023 IEEE International Conference on Data Mining (ICDM) (pp. 778-787). IEEE.
  • Zhang, L., Chen, Z., Lu, C. T., & Zhao, L. (2023). Fast and adaptive dynamics-on-graphs to dynamics-of-graphs translation. Frontiers in big Data, 6, 1274135.
  • Zhang, L., Fu, K., Ji, T., & Lu, C. T. (2022, October). Granger causal inference for interpretable traffic prediction. In 2022 IEEE 25th International Conference on Intelligent Transportation Systems (ITSC) (pp. 1645-1651). IEEE.
  • Zhang, L., Zhao, L., Zhang, X., Kong, W., Sheng, Z., & Lu, C. T. (2018, December). Situation-Based Interpretable Learning for Personality Prediction in Social Media. In 2018 IEEE International Conference on Big Data (Big Data) (pp. 1554-1562). IEEE.
  • Chen, Zhiqian, Lei Zhang, and Liang Zhao. "Unifying Spectral and Spatial Graph Neural Networks." Proceedings of the 33rd ACM International Conference on Information and Knowledge Management. 2024.
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