周伯文

个人信息Personal Information

教授

博士生导师

硕士生导师

教师英文名称:Bowen Zhou

教师拼音名称:zhoubowen

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所在单位:电子工程系

办公地点:清华大学电子工程系 罗姆楼8-110

性别:男

在职信息:在职

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个人简介Personal Profile

Bowen Zhou is a Huiyan Chair Professor at Tsinghua University, a tenured Professor in the Department of Electronic Engineering, the Director of the Center for Collaborative and Cognitive Interaction Intelligence (C3I), and the Founder of Xianyuan Technology. He is also a Fellow of IEEE and CAAI.

Professor Zhou brings a wealth of experience from both cutting-edge research and industry. He previously served as Director of the AI Foundation Lab at IBM Research, Chief Scientist of the IBM Watson Group, IBM Distinguished Engineer, Senior Vice President of JD.com, Chairman of the JD Group Technology Committee, and President of JD Cloud & AI. In 2022, he returned to academia from industry.

His research interests include speech and natural language processing, multimodal and knowledge representation, understanding, generation, reasoning, human-computer dialogue, and trustworthy AI. He has published over 100 papers with more than 21,000 citations and holds dozens of domestic and international patents.

He proposed a self-attentive multi-head fusion mechanism for natural language representation, which later became one of the core ideas of the Transformer architecture and has been cited over 2,000 times by papers such as Transformer and GAT. He also proposed two natural language generation model architectures and algorithms in the field of AIGC, which have been cited more than 3,000 times.

Lab homepage: http://c3i.ee.tsinghua.edu.cn (including latest publications)


  • 教育经历Education Background
  • 工作经历Work Experience

团队成员Research Group

团队名称:基础模型

团队介绍:基于强化学习的模型泛化算法,物理可解释的模型机理分析与架构设计

团队名称:多模态理解与表征

团队介绍:图片/视频理解与可控生成,语言模型增强的蛋白质组学分析

团队名称:人机/多智能体协同

团队介绍:视觉语言模型驱动的机器人控制/计算机使用,基于强化学习的多智能体协同推理

团队名称:AI for Science/Innovation

团队介绍:AI 驱动的生物/化学/物理/数学前沿理论验证与假设提出