何晓冬 博士 IEEE Fellow & CAAI Fellow
报告题目
Revolutionary Industry Innovations Driven by the Evolution of AI Foundation Large Models into Embodied Intelligence
AI基础大模型发展为具身智能带来的颠覆性产业创新
摘要
This report will delve into the foundational technologies of artificial intelligence, showcasing advancements in AI's basic large language models and multi-modal large models. Drawing upon JD.com's industrial practices as exemplars, the report will discuss their disruptive innovations in content production, services, and marketing, particularly highlighting breakthroughs in the realm of multi-modal digital humans. It will also explore the frontier technologies aimed at embodied intelligence. By juxtaposing these trends in underlying technologies with real-world industrial cases, the report aims to inspire and provoke reflections on the large-scale industrial applications of AI technologies.
报告将介绍人工智能的底层技术,包括AI基础大语言模型和多模态大模型的进展,并以京东的产业实践为例,讨论其在内容生产、服务和营销方面的颠覆性创新,特别是在多模态数字人领域的突破,以及在具身智能方向的前沿技术探索,报告不仅阐述了底层的基础技术的发展趋势,更配合产业实践案例为人工智能技术大规模产业应用带来诸多启示与思考。
报告人介绍
Dr. He Xiaodong, IEEE Fellow & CAAI Fellow,President of JD Explore Academy and Head of AI Business at JD Technology
Dr. He Xiaodong has devoted over two decades to research in artificial intelligence (AI), particularly in the fields of natural language processing and multi-modal intelligence that integrates language and vision. Recognized as one of the world's leading scientists in his field, he is the recipient of the Wu Wenjun Award for Outstanding Contributions in AI. He has published over 200 papers, which have been cited over 50,000 times (with nearly 6,000 citations for his landmark work alone), and has received numerous accolades such as the ACL Outstanding Paper Award and the IEEE SPS Best Paper Award. Since joining JD.com in 2018, Dr. He has led his team in pursuing cutting-edge breakthroughs and product innovations in intelligent technologies, establishing JD's AI technology brand and the "Yanxi" AI application platform. He has also incubated JD's smart customer service, interactive marketing, AIGC multi-modal digital humans, and other businesses, which have been widely adopted in government, healthcare, retail, finance, and other industries. Prior to JD, Dr. He served as a Principal Researcher and Head of the Deep Learning Technology Center at Microsoft Research Redmond. He holds a Bachelor's degree from Tsinghua University, a Ph.D. from the University of Missouri, and serves as an adjunct professor at the University of Washington.
何晓冬 博士 IEEE Fellow & CAAI Fellow,京东探索研究院院长兼京东科技人工智能业务负责人。
何晓冬博士二十多年来从事自然语言处理和语言与视觉多模态智能等人工智能领域的研究,是本领域世界级科学家之一,吴文俊人工智能杰出贡献奖获得者。他发表了200多篇论文,引用5万余次(其中代表作单篇引用数近6千次),并多次获得ACL杰出论文奖、IEEE SPS Best Paper等奖项。2018年加入京东后,他领导团队聚焦智能技术的前沿突破及产品创新,打造了京东人工智能技术品牌和“言犀”人工智能应用平台,孵化了京东智能客服、交互式营销、AIGC多模态数字人等业务,并大规模应用在政务、医疗、零售、金融等行业。加入京东之前,何晓冬博士就职于美国微软雷德蒙研究院,担任首席研究员及深度学习技术中心负责人。他拥有清华大学学士学位及密苏里大学博士学位,并在华盛顿大学兼任教授。