Shengwei Li

3 papers · 2023–2026 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🏆 Keyword Champion (2)

Venues

AAAI (1) NeurIPS (1) NSDI (1)

Top co-authors

Xiaoge Deng (3) Dongsheng Li (3) Tao Sun (2) peng sun (1) Qiaoling Chen (1) Wenwen Qu (1) Kai Lu (1) Zhiquan Lai (1) Xingcheng Zhang (1) Jiaxing Li (1)

Research topics

Machine Learning (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Science (1) Deep Learning (1) Core AI (1) Learning Types (1) Systems (1)

Keywords

stochastic gradient descent (2) generalization bound (2) asynchronous training (2) fault tolerance (1) distributed training (1) parameter server (1) asynchronous delay (1) cross-cluster training (1) large language model (1) uniform stability (1) decentralized optimization (1) stability analysis (1)

Papers

Di-PS: System-Algorithm Co-Design for Asynchronous and Heterogeneous Cross-cluster LLM Training at Scale NSDI 2026 Stability and Generalization of Asynchronous SGD: Sharper Bounds Beyond Lipschitz and Smoothness NeurIPS 2024 Stability-Based Generalization Analysis of the Asynchronous Decentralized SGD AAAI 2023