Taking AutoML at the core, continuously drive research and wide application of innovative AI technology; based on an advanced industry-university collaboration system, establish in-depth partnership with the global top universities and research institutions to build rich AI expertise and optimize talent cultivation mechanism.
World champions in AI competitions
Top-level academic competitions hosted by 4Paradigm
Core patents
Top-level academic papers
Automated feature engineering
· Distributed multi-table spatiotemporal feature mining algorithm
· Time adaptive automated machine learning solution
Automated model search
· Sparse auto-encoder-based deep neutral network
· Neural architecture search
Automated multivariate predictive analysis model
Automated anomaly detection
Automatic attribution analysis
Automatic transfer learning
Automatic optical character recognition
Automatic image classification
Automatic object detection
Automated industrial quality inspection
Rich media document understanding
Automatic text classification
Automatic text error correction
Automated knowledge representation
Automatic speech classification
Automatic speech recognition
Automatic TTS synthesis
Automatic network architecture generation
Automatic offline reinforcement learning
Automatic algorithm selection and dynamic parameter tuning
Automatic representation learning
Sample-efficient reinforcement learning
Knowledge-driven continuous environment learning
Knowledge-driven discrete environment learning
Data-driven ML-based environment learning
Data-driven causal-based environment learning
Secure multiparty computation platform
Automated multi-party learning through differential privacy
2020 ACM Distinguished Member; Dean's Chair Associate Professor and Vice Dean, School of Computing, National University of Singapore; world-renowned database and AI system scholar.
Provost's Chair Associate Professor in the School of Computer Science and Engineering at Nanyang Technological University, Singapore; named to the list of "AI 10 to Watch" by the IEEE Intelligent Systems magazine.
Associate professor in National Key Laboratory for Novel Software Technology, Nanjing University; and a faculty member of LAMDA Group.
Pharmaceutical researcher and professor; and director of National Institution of Drug Clinical Trial, Subei People's Hospital, Jiangsu.
Research professor in the School of Artificial Intelligence, Nanjing University; and a member of LAMDA Group.
Professor in the Department of Computer Science and Engineering, Hong Kong University of Science and Technology; renowned machine learning scholar; and an IEEE Fellow.
Professor and Ph.D. Supervisor in the School of Computer Science and Technology, Northwestern Polytechnical University; and head of Audio, Speech & Language Processing Group (ASLP@NPU).
Professor in School of Artificial Intelligence, Nanjing University; deputy director of LAMDA Group; and director of AI Innovation Institute of AI Valley.
