Xinran Gu

4 papers · 2021–2024 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

ICLR (2) NIPS (2)

Top co-authors

Kaifeng Lyu (3) Sanjeev Arora (3) Longbo Huang (3) Jingzhao Zhang (2) Dingli Yu (1) Kaixuan Huang (1) Anirudh Goyal (1) Haoyu Zhao (1)

Keywords

federated learning (1) convergence analysis (1) safety alignment (1) distribution shift (1) non-i.i.d. datum (1) alignment tuning (1) prompt template (1) chat model (1) device unavailability (1)

Papers

Keeping LLMs Aligned After Fine-tuning: The Crucial Role of Prompt Templates NIPS 2024

A Quadratic Synchronization Rule for Distributed Deep Learning ICLR 2024

Why (and When) does Local SGD Generalize Better than SGD? ICLR 2023

Fast Federated Learning in the Presence of Arbitrary Device Unavailability NIPS 2021