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Xiaoxuan Liu

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Computing in the Era of Large Generative Models: From Cloud-Native to AI-Native

Jan 17, 2024
Yao Lu, Song Bian, Lequn Chen, Yongjun He, Yulong Hui, Matthew Lentz, Beibin Li, Fei Liu, Jialin Li, Qi Liu, Rui Liu, Xiaoxuan Liu, Lin Ma, Kexin Rong, Jianguo Wang, Yingjun Wu, Yongji Wu, Huanchen Zhang, Minjia Zhang, Qizhen Zhang, Tianyi Zhou, Danyang Zhuo

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Learned Best-Effort LLM Serving

Jan 15, 2024
Siddharth Jha, Coleman Hooper, Xiaoxuan Liu, Sehoon Kim, Kurt Keutzer

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Online Speculative Decoding

Oct 17, 2023
Xiaoxuan Liu, Lanxiang Hu, Peter Bailis, Ion Stoica, Zhijie Deng, Alvin Cheung, Hao Zhang

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QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources

Oct 11, 2023
Zhikai Li, Xiaoxuan Liu, Banghua Zhu, Zhen Dong, Qingyi Gu, Kurt Keutzer

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What is the State of Memory Saving for Model Training?

Mar 26, 2023
Xiaoxuan Liu, Siddharth Jha, Chuyan Zhu, Zhuohan Li, Alvin Cheung

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GACT: Activation Compressed Training for General Architectures

Jun 28, 2022
Xiaoxuan Liu, Lianmin Zheng, Dequan Wang, Yukuo Cen, Weize Chen, Xu Han, Jianfei Chen, Zhiyuan Liu, Jie Tang, Joey Gonzalez, Michael Mahoney, Alvin Cheung

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Long-run User Value Optimization in Recommender Systems through Content Creation Modeling

Apr 25, 2022
Akos Lada, Xiaoxuan Liu, Jens Rischbieth, Yi Wang, Yuwen Zhang

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