IVQ-GNN: Mitigating Performance Gap from Graph Connection Pattern Inconsistency via Vector Quantization.

@inproceedings{jin-2026-ivqgnn, author = {Di Jin and Yixuan Du and Cuiying Huo and Xiaotong Huang and Ruqiong Zhang and Xiaobao Wang and Yawen Li}, editor = {Hakim Hacid and Yoelle Maarek and Francesco Bonchi and Ido Guy and Emine Yilmaz}, title = {{IVQ-GNN: Mitigating Performance Gap from Graph Connection Pattern Inconsistency via Vector Quantization}}, 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 = {1139--1148}, publisher = {ACM}, year = {2026}, url = {https://doi.org/10.1145/3774904.3792455}, doi = {https://doi.org/10.1145/3774904.3792455} }