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Xuanfei Ren's picture
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Xuanfei Ren

xuanfeiren
RyanYr's profile picture xwang2775's profile picture
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  • xuanfeiren

AI & ML interests

RL and LLM

Recent Activity

upvoted a paper 22 days ago
Provably Learning from Language Feedback
upvoted a paper 22 days ago
Understanding the Challenges in Iterative Generative Optimization with LLMs
upvoted a paper 25 days ago
Breaking the Capability Ceiling of LLM Post-Training by Reintroducing Markov States
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upvoted 2 papers 22 days ago

Provably Learning from Language Feedback

Paper • 2506.10341 • Published Jun 12, 2025 • 9

Understanding the Challenges in Iterative Generative Optimization with LLMs

Paper • 2603.23994 • Published 23 days ago • 28
upvoted a paper 25 days ago

Breaking the Capability Ceiling of LLM Post-Training by Reintroducing Markov States

Paper • 2603.19987 • Published 28 days ago • 9
upvoted 2 papers about 1 month ago

Needle In A Multimodal Haystack

Paper • 2406.07230 • Published Jun 11, 2024 • 55

POLCA: Stochastic Generative Optimization with LLM

Paper • 2603.14769 • Published Mar 16 • 23
upvoted an article about 1 year ago
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Article

Open-source DeepResearch – Freeing our search agents

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Feb 4, 2025
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