基本信息
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职业迁徙
个人简介
My recent research has been focusing on generative AI and foundation models, covering the entire pipeline of data curation, pre-training, supervised fine-tuning, instruction fine-tuning, reinforcement learning with human feedback (RLHF), inference, and building security guardrails to defend against jailbreaking and prompt injection.
I am also broadly interested in statistical machine learning, optimization, privacy and security of machine learning systems, reinforcement learning, the economic perspective of machine learning, and the applications of machine learning in natural language processing, code generation, computer vision, autonomous driving, and robotics.
Recently, I co-founded Nexusflow, where we harness our cutting edge research to democratize GenAI agents for enterprises.
I am also broadly interested in statistical machine learning, optimization, privacy and security of machine learning systems, reinforcement learning, the economic perspective of machine learning, and the applications of machine learning in natural language processing, code generation, computer vision, autonomous driving, and robotics.
Recently, I co-founded Nexusflow, where we harness our cutting edge research to democratize GenAI agents for enterprises.
研究兴趣
论文共 103 篇作者统计合作学者相似作者
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CoRR (2024)
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arxiv(2024)
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CoRR (2024)
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CoRR (2023)
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CoRR (2023)
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ICLR 2023 (2023)
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