L3: A GPU-Native Co-Designed Data Format for Learned Lossless Lightweight Compression

Authors

• 1. Youyang Xia (Renmin University of China)
• 2. Feng Zhang (Renmin University of China)
• 3. Junda Pan (Renmin University of China)
• 4. Yihao Liu (Tsinghua University)
• 5. Jiawei Guan (Renmin University of China)
• 6. Huanchen Zhang (Tsinghua University)
• 7. Xiaoyong Du (Renmin University of China)

@inproceedings{xia_sigmod26,
        title = {{L3: A GPU-Native Co-Designed Data Format for Learned Lossless Lightweight Compression}},
        author = {Xia, Youyang and Zhang, Feng and Pan, Junda and Liu, Yihao and Guan, Jiawei and Zhang, Huanchen and Du, Xiaoyong},
        series = {{SIGMOD} '26},
        booktitle = {Proceedings of the {ACM} {SIGMOD} International Conference on Management of Data},
        publisher = {Association for Computing Machinery},
        doi = {10.1145/3802078},
        url = {https://dl.acm.org/doi/10.1145/3802078},
        year = {2026}
}

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