LCHGNN: Towards Distributed Hypergraph Neural Network Training Based on Communication Graphs with Lightweight Communication Optimization.

Taibo Wang|Yu Gu|Xinning Cui|Zhen Song|Xiaohua Li|Fangfang Li


Anthology ID:DBLP:conf/cikm/WangGCSLL25
Volume:Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
Year:2025
Venue:International Conference on Information and Knowledge Management (CIKM)
Publisher:ACM
Pages:3071-3081
URL:https://doi.org/10.1145/3746252.3761229
DOI:https://doi.org/10.1145/3746252.3761229
DBLP:conf/cikm/WangGCSLL25
BibTeX:
@inproceedings{wang-2025-lchgnn, author = {Taibo Wang and Yu Gu and Xinning Cui and Zhen Song and Xiaohua Li and Fangfang Li}, editor = {Meeyoung Cha and Carl Yang and Senjuti Basu Roy and Chanyoung Park and Zhenhui Jessie Li and Noseong Park and Carl Yang and Senjuti Basu Roy and Zhenhui Jessie Li and Jaap Kamps and Kijung Shin and Bryan Hooi and Lifang He}, title = {{LCHGNN: Towards Distributed Hypergraph Neural Network Training Based on Communication Graphs with Lightweight Communication Optimization}}, booktitle = {{Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025}}, pages = {3071--3081}, publisher = {ACM}, year = {2025}, url = {https://doi.org/10.1145/3746252.3761229}, doi = {https://doi.org/10.1145/3746252.3761229} }