Xinran Gu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 8

Top Topics

Stochastic Gradient Descent

Restricted Boltzmann Machine

Top Venues

Publications

Xinran Gu, Kaifeng Lyu, Sanjeev Arora, Jingzhao Zhang, Longbo Huang
A Quadratic Synchronization Rule for Distributed Deep Learning. ICLR (2024)
Kaifeng Lyu, Haoyu Zhao, Xinran Gu, Dingli Yu, Anirudh Goyal, Sanjeev Arora
Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates. CoRR (2024)
Xinran Gu, Kaifeng Lyu, Longbo Huang, Sanjeev Arora
Why (and When) does Local SGD Generalize Better than SGD? CoRR (2023)
Xinran Gu, Kaifeng Lyu, Sanjeev Arora, Jingzhao Zhang, Longbo Huang
A Quadratic Synchronization Rule for Distributed Deep Learning. CoRR (2023)
Xinran Gu, Kaifeng Lyu, Longbo Huang, Sanjeev Arora
Why (and When) does Local SGD Generalize Better than SGD? ICLR (2023)
Xinran Gu, Kaixuan Huang, Jingzhao Zhang, Longbo Huang
Fast Federated Learning in the Presence of Arbitrary Device Unavailability. CoRR (2021)
Xinran Gu, Kaixuan Huang, Jingzhao Zhang, Longbo Huang
Fast Federated Learning in the Presence of Arbitrary Device Unavailability. NeurIPS (2021)
Zhiwei Fu, Xinran Gu, Jia Fu, Mojtaba Moattari, Farhana H. Zulkernine
Predicting the Length of Stay of Patients in Hospitals. BIBM (2021)