Over-smoothing problem of heterogeneous graph neural networks: A heterogeneous graph neural network with enhanced node differentiability.

Yufei Zhao|Wenhao Wang|Shiduo Wang|Junyue Dong|Hua Duan


Anthology ID:DBLP:journals/ipm/ZhaoWWDD26
Year:2026
Venue:Information Processing and Management
Pages:104395
URL:https://doi.org/10.1016/J.IPM.2025.104395
DOI:https://doi.org/10.1016/J.IPM.2025.104395
DBLP:journals/ipm/ZhaoWWDD26
BibTeX:
@article{zhao-2026-oversmoothing, author = {Yufei Zhao and Wenhao Wang and Shiduo Wang and Junyue Dong and Hua Duan}, title = {{Over-smoothing problem of heterogeneous graph neural networks: A heterogeneous graph neural network with enhanced node differentiability}}, journal = {Information Processing and Management}, volume = {63}, number = {2}, pages = {104395}, year = {2026}, url = {https://doi.org/10.1016/J.IPM.2025.104395}, doi = {https://doi.org/10.1016/J.IPM.2025.104395} }