Dr. Chenguang Zhu

Chenguang Zhu   Head of GenAI Science, Zoom

Ph.D., Computer Science Department, Stanford University

M.S., Statistics Department, Stanford University

B. Eng., Yao Class, Computer Science & Technology Department, Tsinghua University

Email: A [at] B, where A=zcg.stanford and B is gmail.com

[ Google Scholar | Books | Publications | Patents | Tutorials and Workshops | Talks ]

Bio

I lead Zoom's GenAI Science to conduct research and deliver state-of-the-art LLM and AI solutions of high quality and low cost for AI products across Zoom, such as Zoom AI Companion, Zoom Virtual Agent and Zoom Contact Center. .
My research directions are 1) Knowledge-enhanced Language Model, 2) Few-shot and Prompt Learning, 3) Multimodal Learning. My previous work has achieved human parity for the first time in CommonsenseQA, HellaSwag and CoQA. Before Zoom, I was a Principal Research Manager leading Knowledge and Language Team at Microsoft.

News

 May 16, 2024: 1 paper accepted at ACL 2024.

 Apr. 11, 2024: My new co-authored book Knowledge-augmented Methods for Natural Language Processing by Springer is available.

 Mar. 28, 2024: 1 paper accepted at L4DC 2024.

 Mar. 13, 2024: 1 paper accepted at NAACL 2024.

 Mar. 6, 2024: Gave a talk on Facing the Challenges and Opportunities of LLMs at UC Berkeley.

 Feb. 26, 2024: 1 paper accepted at CVPR 2024.

 Feb. 12, 2024: Gave an invited talk on Zoom AI Companion Strategy at MIT Fab Academy. [ Slides | Video ]

 Jan. 18, 2024: 2 papers accepted at EACL 2024.

 Dec. 6, 2023: Gave a keynote talk on Facing the Challenges and Opportunities of LLMs at NewSumm (New Frontiers in Summarization) Workshop at EMNLP 2023.

 Oct. 6, 2023: 8 papers accepted at EMNLP 2023.

 Sep. 21, 2023: 2 papers accepted at NeurIPS 2023.

Books

KnowledgeNLP_book_cover   Knowledge-augmented Methods for Natural Language Processing

Meng Jiang, Bill Yuchen Lin, Shuohang Wang, Yichong Xu, Wenhao Yu, Chenguang Zhu

Springer, 2024.04

Springer | Barnes & Noble | Amazon ]

MRC_book_cover   Machine Reading Comprehension: Algorithm and Practice (Chinese Edition)

《机器阅读理解:算法与实践》

Chenguang Zhu

China Machine Press (机械工业出版社) , 2020.03

Top 5 Favorite IT Books (Artificial Intelligence) in 2020 by 51CTO.com [ Link ]
Amazon.com | China-pub | jd.com | dangdang.com | tmall.com | Amazon.cn ]

GitHub Code ]

        MRC_book_cover  Machine Reading Comprehension: Algorithm and Practice

Chenguang Zhu

Elsevier, 2021.04

Amazon.com | Google Books | Barnes & Noble ]

GitHub Code ]

Publication

Patents

Tutorials and Workshops

Mentoring

I am very fortunate to have mentored and worked with talented students.

Talks

Awards