TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences

Yuequn Liu, Ruichu Cai, Wei Chen 0103, Jie Qiao, Yuguang Yan, Zijian Li 0001, Keli Zhang, Zhifeng Hao. TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences. In Michael J. Wooldridge, Jennifer G. Dy, Sriraam Natarajan, editors, Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada. pages 20491-20499, AAAI Press, 2024. [doi]

@inproceedings{LiuC0QY0ZH24,
  title = {TNPAR: Topological Neural Poisson Auto-Regressive Model for Learning Granger Causal Structure from Event Sequences},
  author = {Yuequn Liu and Ruichu Cai and Wei Chen 0103 and Jie Qiao and Yuguang Yan and Zijian Li 0001 and Keli Zhang and Zhifeng Hao},
  year = {2024},
  doi = {10.1609/aaai.v38i18.30033},
  url = {https://doi.org/10.1609/aaai.v38i18.30033},
  researchr = {https://researchr.org/publication/LiuC0QY0ZH24},
  cites = {0},
  citedby = {0},
  pages = {20491-20499},
  booktitle = {Thirty-Eigth AAAI Conference on Artificial Intelligence, AAAI 2024, Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence, IAAI 2024, Fourteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2014, February 20-27, 2024, Vancouver, Canada},
  editor = {Michael J. Wooldridge and Jennifer G. Dy and Sriraam Natarajan},
  publisher = {AAAI Press},
}