Yangou Ouyang
Yangou Ouyang has 2 papers in our library, in 2026; often with Bibo Cai, Bing Qin, Hepeng Wang.
OpenAlex · h-index 0 · 10 works · 0 citations OpenAlex, 2026-10-14
📄 2 works in our library · 🔗 Cited 1 time in our library · ⭐ Paper Stars ranking: #13200
Affiliations
Fields, topics and concepts
📚 Shelves 4The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksArts and Humanities · 2 worksComputer Science · 2 worksLanguage and Linguistics · 2 works
Works by year
2020s
Papers
- MAESTRO: Meta-learning Adaptive Estimation of Scalarization Trade-offs for Reward Optimization (2026 · 1 citation)
GRPO aligns LLMs well when answers can be checked automatically, as in math or code. Open-ended generation has no such check, and its goals often conflict, for example creativity versus factuality. Existing fixes either rely on costly LLM judges or combine cheap heuristic rewards (perplexity, entropy, format) using… - Consolidation or Adaptation? PRISM: Disentangling SFT and RL Data via Gradient Concentration (2026)
The usual recipe for training LLM agents runs a supervised fine-tuning (SFT) stage first and a reinforcement learning (RL) stage after it.
Co-authors here
- Bibo Cai ×2
- Bing Qin ×2
- Hepeng Wang ×2
- Jinglong Gao ×2
- Kai Xiong ×2
- Li Du ×2
- Ting Liu ×2
- Xiao Ding ×2
- Yang Zhao ×2
- Zhouhao Sun ×2
Venues
Cited by
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/yangou-ouyang/