Gu, Xinran

9 publications

NeurIPS 2025 Data Mixing Can Induce Phase Transitions in Knowledge Acquisition Xinran Gu, Kaifeng Lyu, Jiazheng Li, Jingzhao Zhang

ICLRW 2025 Data Mixing Can Induce Phase Transitions in Knowledge Acquisition Xinran Gu, Kaifeng Lyu, Jiazheng Li, Jingzhao Zhang

ICLR 2024 A Quadratic Synchronization Rule for Distributed Deep Learning Xinran Gu, Kaifeng Lyu, Sanjeev Arora, Jingzhao Zhang, Longbo Huang

NeurIPS 2024 Keeping LLMs Aligned After Fine-Tuning: The Crucial Role of Prompt Templates Kaifeng Lyu, Haoyu Zhao, Xinran Gu, Dingli Yu, Anirudh Goyal, Sanjeev Arora

ICLRW 2024 Keeping LLMs Aligned After Fine-Tuning: The Crucial Role of Prompt Templates Kaifeng Lyu, Haoyu Zhao, Xinran Gu, Dingli Yu, Anirudh Goyal, Sanjeev Arora

NeurIPSW 2023 A Quadratic Synchronization Rule for Distributed Deep Learning Xinran Gu, Kaifeng Lyu, Sanjeev Arora, Jingzhao Zhang, Longbo Huang

ICLR 2023 Why (and When) Does Local SGD Generalize Better than SGD? Xinran Gu, Kaifeng Lyu, Longbo Huang, Sanjeev Arora

NeurIPSW 2022 Why (and When) Does Local SGD Generalize Better than SGD? Xinran Gu, Kaifeng Lyu, Longbo Huang, Sanjeev Arora

NeurIPS 2021 Fast Federated Learning in the Presence of Arbitrary Device Unavailability Xinran Gu, Kaixuan Huang, Jingzhao Zhang, Longbo Huang