Ning Shang

5 papers · 2024–2025 · 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 🗺️ Taxonomy Completionist (10)

Venues

ICML (3) ACL (1) OSDI (1)

Top co-authors

Mao Yang (4) Fan Yang (4) Li Lyna Zhang (3) Yi Zhu (2) Quanlu Zhang (1) Xinyu Guan (1) Weizhu Chen (1) Jiahang Xu (1) Cheng Li (1) Yiran Ding (1)

Research topics

Artificial Intelligence (4) Machine Learning (4) Natural Language Processing (4) Core AI (4) Application Areas (3) Resources & Methods (3) Deep Learning (1) Applications (1) Generation (1) Models (1) Optimization & Theory (1)

Keywords

fine tuning (2) context window (2) embedding (1) code generation (1) instruction tuning (1) deep learning training (1) monte carlo tree search (1) model parallelization (1) evolutionary search (1) multi-task generalization (1) instruction data (1) code large language model (1) code-related task (1) code understanding (1) process reward model (1) large language model (1) math reasoning (1) effective context length (1) parallelization planning (1) constraint-guided optimization (1)

Papers

LongRoPE2: Near-Lossless LLM Context Window Scaling ICML 2025 rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking ICML 2025 LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens ICML 2024 nnScaler: Constraint-Guided Parallelization Plan Generation for Deep Learning Training OSDI 2024 WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning ACL 2024