جامعة تورنتو
قسم الهندسة الكهربائية وهندسة الحاسوب — استدلال النماذج اللغوية الكبيرة على الجهاز
كندا · دكتوراه
University of Toronto maintains an active research program in On-Device LLM Inference. Faculty including Xilin Liu, Nandita Vijaykumar contribute to frontier research at the intersection of hardware design and AI systems. The program offers doctoral training with access to specialized laboratories and research groups.
学术历史
University of Toronto has a strong tradition in On-Device LLM Inference, building on decades of research in hardware architecture, VLSI design, and AI systems. Recent work by Xilin Liu and Nandita Vijaykumar has advanced the field and earned international recognition. The department continues to foster frontier research through seminars, collaborations, and doctoral training.
当前状态
University of Toronto currently offers specialized courses and research seminars in On-Device LLM Inference and related areas. Doctoral students engage with frontier topics in hardware acceleration, efficient inference, and AI system co-design. The department hosts regular workshops and collaborates with industry partners.
实验室 / 研究中心
关键人物
Xilin Liu
Assistant Professor
Leading researcher in the field with international recognition for their contributions to AI hardware and systems.
Nandita Vijaykumar
Assistant Professor
Leading researcher in the field with international recognition for their contributions to AI hardware and systems.
学术资源
证据
排名
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师资
2 位相关教师
知名:Xilin Liu、Nandita Vijaykumar
研究产出
See ece.utoronto.ca and Google Scholar for publication counts
就业去向
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