Guojie Song

2026

doi dblp
Addressing Aggregation-Induced Information Loss in Graph Neural Networks.
Wenhao Zhu|Haonan Dong|Guojie Song|Zhengzhou Zhu
Proceedings of the Nineteenth ACM International Conference on Web Search and Data Mining, WSDM 2026, Boise, ID, USA, February 22-26, 2026

2025

doi dblp
Adaptive Heterogeneous Graph Neural Networks: Bridging Heterophily and Heterogeneity.
Qin Chen|Guojie Song
Proceedings of the 34th ACM International Conference on Information and Knowledge Management, CIKM 2025, Seoul, Republic of Korea, November 10-14, 2025
doi dblp
DAGPrompT: Pushing the Limits of Graph Prompting with a Distribution-aware Graph Prompt Tuning Approach.
Qin Chen|Liang Wang|Bo Zheng|Guojie Song
Proceedings of the ACM on Web Conference 2025, WWW 2025, Sydney, NSW, Australia, 28 April 2025- 2 May 2025

2023

doi dblp
Dual-Process Graph Neural Network for Diversified Recommendation.
Yuanyi Ren|Hang Ni|Yingxue Zhang|Xi Wang|Guojie Song|Dong Li|Jianye Hao
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
doi dblp
Continual Learning on Dynamic Graphs via Parameter Isolation.
Peiyan Zhang|Yuchen Yan|Chaozhuo Li|Senzhang Wang|Xing Xie|Guojie Song|Sunghun Kim
Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2023, Taipei, Taiwan, July 23-27, 2023
doi dblp
Dual Intent Enhanced Graph Neural Network for Session-based New Item Recommendation.
Di Jin|Luzhi Wang|Yizhen Zheng|Guojie Song|Fei Jiang|Xiang Li|Wei Lin|Shirui Pan
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
Taxonomy-Enhanced Graph Neural Networks.
Lingjun Xu|Shiyin Zhang|Guojie Song|Junshan Wang|Tianshu Wu|Guojun Liu
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022
doi dblp
Polarized Graph Neural Networks.
Zheng Fang|Lingjun Xu|Guojie Song|Qingqing Long|Yingxue 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
Theoretically Improving Graph Neural Networks via Anonymous Walk Graph Kernels.
Qingqing Long|Yilun Jin|Yi Wu|Guojie Song
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 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.
doi dblp
Lorentzian Graph Convolutional Networks.
Yiding Zhang|Xiao Wang|Chuan Shi|Nian Liu|Guojie Song
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021.

2020

doi dblp
Streaming Graph Neural Networks via Continual Learning.
Junshan Wang|Guojie Song|Yi Wu|Liang Wang
CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020
doi dblp
Active Domain Transfer on Network Embedding.
Lichen Jin|Yizhou Zhang|Guojie Song|Yilun Jin
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

doi dblp
Hierarchical Community Structure Preserving Network Embedding: A Subspace Approach.
Qingqing Long|Yiming Wang|Lun Du|Guojie Song|Yilun Jin|Wei Lin
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019.
doi dblp
Tag2Vec: Learning Tag Representations in Tag Networks.
Junshan Wang|Zhicong Lu|Guojie Song|Yue Fan|Lun Du|Wei Lin
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
MEgo2Vec: Embedding Matched Ego Networks for User Alignment Across Social Networks.
Jing Zhang|Bo Chen|Xianming Wang|Marie-Francine Moens|Hong Chen|Cuiping Li|Fengmei Jin|Guojie Song|Yutao Zhang
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

2009

doi dblp
An experimental study of large-scale mobile social network.
Zhengbin Dong|Guo-Jie Song|Kun-Qing Xie|Jingyao Wang
Proceedings of the 18th International Conference on World Wide Web, WWW 2009, Madrid, Spain, April 20-24, 2009