基本信息
views: 609
Career Trajectory
Bio
I am the Corporate Vice President at 4Paradigm Technology, a Hong Kong-listed leading AI company renowned for AI-driven decision-making and enterprise AI solutions. In this role, I oversee the company's core AI division, leading teams across all AI disciplines—from large generative models to machine learning, computer vision, speech, and natural language processing. Previously, I was a Senior Director at JD.com, where I led the Machine learning Department and JD AI Research (Shanghai).
In addition to my corporate responsibilities, I serve as an Adjunct Professor at Fudan University, Renmin University of China, and the University of Science and Technology of China. I have published nearly 100 papers in prestigious AI conferences and journals, accumulating over 10,000 citations. Furthermore, I regularly serve as an Area Chair for top conferences like NeurIPS and ICML.
I have received the MIT TR35 China Award and the Management Science Innovation Award. I was also honored with JD's highest award, the "CEO Special Award", and is the only individual recipient among over 360,000 employees. Furthermore, I have received two of the company's most prestigious technical awards: the "Outstanding Achievement Gold Award" and the "Technology Innovation Gold Award."
Research Interest
I am broadly interested in understanding and tackling complex real-world problems through the lens of data-driven artificial intelligence. Recently, I am particularly interested in the following research topics:
Adversarial Machine Learning and Trustworthy AI
Recommendation and Demand Matching
Large Generative Models for High Stakes Applications
Collective Intelligence and Crowdsourcing
In addition to my corporate responsibilities, I serve as an Adjunct Professor at Fudan University, Renmin University of China, and the University of Science and Technology of China. I have published nearly 100 papers in prestigious AI conferences and journals, accumulating over 10,000 citations. Furthermore, I regularly serve as an Area Chair for top conferences like NeurIPS and ICML.
I have received the MIT TR35 China Award and the Management Science Innovation Award. I was also honored with JD's highest award, the "CEO Special Award", and is the only individual recipient among over 360,000 employees. Furthermore, I have received two of the company's most prestigious technical awards: the "Outstanding Achievement Gold Award" and the "Technology Innovation Gold Award."
Research Interest
I am broadly interested in understanding and tackling complex real-world problems through the lens of data-driven artificial intelligence. Recently, I am particularly interested in the following research topics:
Adversarial Machine Learning and Trustworthy AI
Recommendation and Demand Matching
Large Generative Models for High Stakes Applications
Collective Intelligence and Crowdsourcing
Research Interests
Papers共 110 篇Author StatisticsCo-AuthorSimilar Experts
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IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMSno. 99 (2024): 1-13
ACM TRANSACTIONS ON INFORMATION SYSTEMSno. 2 (2023): 1-33
UAIpp.734-744, (2023)
Cited0Views0EIBibtex
0
0
AAAI 2023no. 8 (2023): 9516-9524
ICLR 2023pp.32304-32330, (2023)
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1
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ArXiv (2022)
International Conference on Machine Learning (2022): 26605-26623
Cited9Views0EIBibtex
9
0
CoRR (2022)
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