Shaoduo Gan
Orcid: 0000-0001-7917-7527
According to our database1,
Shaoduo Gan
authored at least 19 papers
between 2016 and 2024.
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Book In proceedings Article PhD thesis Dataset OtherLinks
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Bibliography
2024
Stochastic gradient descent without full data shuffle: with applications to in-database machine learning and deep learning systems.
VLDB J., September, 2024
VLDB J., 2024
SqueezeAttention: 2D Management of KV-Cache in LLM Inference via Layer-wise Optimal Budget.
CoRR, 2024
2022
IEEE Trans. Parallel Distributed Syst., 2022
Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes.
CoRR, 2022
In-Database Machine Learning with CorgiPile: Stochastic Gradient Descent without Full Data Shuffle.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022
Few-shot Named Entity Recognition with Entity-level Prototypical Network Enhanced by Dispersedly Distributed Prototypes.
Proceedings of the 29th International Conference on Computational Linguistics, 2022
2021
PhD thesis, 2021
Proc. VLDB Endow., 2021
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021
1-bit Adam: Communication Efficient Large-Scale Training with Adam's Convergence Speed.
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 11th Conference on Innovative Data Systems Research, 2021
2020
CoRR, 2020
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
2016
ERPC: An Edge-Resources Based Framework to Reduce Bandwidth Cost in the Personal Cloud.
Proceedings of the Web-Age Information Management - 17th International Conference, 2016
Proceedings of the IEEE Symposium on Computers and Communication, 2016
Proceedings of the IEEE Symposium on Computers and Communication, 2016