SWIFT: Enabling Large-Scale Temporal Graph Learning on a Single Machine

Authors

• 1. Rui Guo (University of Science and Technology Beijing)
• 2. Zezhong Ding (University of Science and Technology Beijing)
• 3. Xike Xie (University of Science and Technology Beijing)
• 4. Jianliang Xu (Hong Kong Baptist University)

@inproceedings{guo_sigmod26,
        title = {{SWIFT: Enabling Large-Scale Temporal Graph Learning on a Single Machine}},
        author = {Guo, Rui and Ding, Zezhong and Xie, Xike and Xu, Jianliang},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3749184},
        url = {https://dl.acm.org/doi/10.1145/3749184},
        year = {2026}
}

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