Towards Foundation Models for MMKG: Multi-Task Inductive Generalization via Task-Aware Routing.

@inproceedings{yang-2026-towards, author = {Shundong Yang and Jing Yang and Xiaowen Jiang and Xiaofen Wang and Laurence T. Yang and Yuan Gao and Xinfa Jiang and Jie Chen and Chaojun Zhang}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{Towards Foundation Models for MMKG: Multi-Task Inductive Generalization via Task-Aware Routing}}, 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 = {4429--4439}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792719}, doi = {https://doi.org/10.1145/3774904.3792719} }