Guodong Shi

5 papers · 2020–2025 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

❓ The Questioner

Venues

NeurIPS (3) EMNLP (1) JMLR (1)

Top co-authors

Yiguang Hong (4) Xi Wang (3) Zhipeng Tu (3) Yingyi Wu (2) Shuo Sun (1) Deming Yuan (1) Hongxu Hou (1) Wei Chen (1) Jie Chen (1) Dianqing Lin (1)

Research topics

Mathematics & Optimization (4) Optimization (4) Machine Learning (3) Learning Types (3) Deep Learning (2) Optimization & Theory · Machine Learning (2) Natural Language Processing (1) Applications (1) Models (1) Optimization & Theory · Deep Learning (1) Resources & Methods (1)

Keywords

regret bound (4) online convex optimization (2) bandit feedback (2) distributed learning (2) riemannian manifold (2) distributed optimization (2) online optimization (2) gradient descent (2) stochastic method (1) large language model (1) underrepresented script (1) compressed communication (1) geodesically convex (1) hadamard manifold (1) erdos-renyi network (1) stochastic optimization (1) script handling (1) online learning (1) machine translation (1) cross-lingual transfer (1)

Papers

Can Large Language Models Translate Unseen Languages in Underrepresented Scripts? EMNLP 2025 Online Optimization over Riemannian Manifolds JMLR 2023 Distributed Online Convex Optimization with Compressed Communication NeurIPS 2022 No-regret Online Learning over Riemannian Manifolds NeurIPS 2021 Online Convex Optimization Over Erdos-Renyi Random Networks NeurIPS 2020