CausalSKyHop: Knowledge-Aware Causal Explanation of Dynamic GNNs via Higher-Order Semantic Reasoning.

@inproceedings{wu-2026-causalskyhop, author = {Jixuan Wu and Limei Lin and Xiaoding Wang and Kunpeng Xu and Jie Wu}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{CausalSKyHop: Knowledge-Aware Causal Explanation of Dynamic GNNs via Higher-Order Semantic Reasoning}}, booktitle = {{Proceedings of the ACM Web Conference 2026, WWW 2026, Dubai, United Arab Emirates, originally scheduled for April 13-17, 2026, rescheduled for June 29 - July 3, 2026}}, pages = {3720--3731}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792242}, doi = {https://doi.org/10.1145/3774904.3792242} }