基本信息
views: 14
Career Trajectory
Bio
My interest largely lies in the research, systems, and their practical applications related to efficient Machine Learning, Federated Learning (FL), and NLP.
I’ve published over 20 academic papers, a number of which I’ve led as the first author and were presented at top-tier conferences such as ICML, NeurIPS, ICLR, KDD, and ACL. In addition to this, I’m glad to have the opportunity to be founding/core contributor for several open-source projects, such as Data-Juicer (a text processing system for Large Language Models), FS-Real (an enhanced system enables scalable cross-device FL on phones, cars, embedded boards), pFL-Bench (a comprehensive benchmark for personalized FL) and FederatedScope (an easy-to-use FL platform).
I’ve published over 20 academic papers, a number of which I’ve led as the first author and were presented at top-tier conferences such as ICML, NeurIPS, ICLR, KDD, and ACL. In addition to this, I’m glad to have the opportunity to be founding/core contributor for several open-source projects, such as Data-Juicer (a text processing system for Large Language Models), FS-Real (an enhanced system enables scalable cross-device FL on phones, cars, embedded boards), pFL-Bench (a comprehensive benchmark for personalized FL) and FederatedScope (an easy-to-use FL platform).
Research Interests
Papers共 38 篇Author StatisticsCo-AuthorSimilar Experts
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CoRR (2024)
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CoRR (2024)
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arxiv(2024)
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CoRR (2024)
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Dawei Gao,Zitao Li,Xuchen Pan,Weirui Kuang, Zhijian Ma,Bingchen Qian, Fei Wei, Wenhao Zhang,Yuexiang Xie,Daoyuan Chen,Liuyi Yao, Hongyi Peng,
arxiv(2024)
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arxiv(2024)
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CoRR (2024)
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CoRR (2024): 3057-3074
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CoRR (2024): 774-784
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