Xiaojun Ma

2025

doi dblp
LLM-powered Heterogeneous Information Network Analytics.
Hao Chen|Lun Du|Xu Chen|Xiaojun Ma|Jiang Zhang
Companion Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025 - 2 May 2025

2023

doi dblp
Homophily-oriented Heterogeneous Graph Rewiring.
Jiayan Guo|Lun Du|Wendong Bi|Qiang Fu|Xiaojun Ma|Xu Chen|Shi Han|Dongmei Zhang|Yan Zhang
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023
doi dblp
Rethinking Structural Encodings: Adaptive Graph Transformer for Node Classification Task.
Xiaojun Ma|Qin Chen|Yi Wu|Guojie Song|Liang Wang|Bo Zheng
Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023

2022

doi dblp
GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily.
Lun Du|Xiaozhou Shi|Qiang Fu|Xiaojun Ma|Hengyu Liu|Shi Han|Dongmei Zhang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022
doi dblp
Meta-Weight Graph Neural Network: Push the Limits Beyond Global Homophily.
Xiaojun Ma|Qin Chen|Yuanyi Ren|Guojie Song|Liang Wang
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

doi dblp
LEReg: Empower Graph Neural Networks with Local Energy Regularization.
Xiaojun Ma|Hanyue Chen|Guojie Song
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021
doi dblp
Improving Graph Neural Networks with Structural Adaptive Receptive Fields.
Xiaojun Ma|Junshan Wang|Hanyue Chen|Guojie Song
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.