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Ph.D. in Computer Science

Hefei University of Technology (China), National University of Singapore

• Compressed sensing
• Social recommendations
• Online feature selection with sparse linear regression
• Region-convolutional neural networks based on Caffe
• Face recognition, object detection, and image classification

Master and Bachelor in Computer Science

Hefei University of Technology, China

• Content-based news recommendation
• A web-based ecommerce platform with mashup
• A WordNet-based natural language processing
• Rules selection for 2D and 3D robotics competition

Applied Scientist

Forecasting, Amazon, NYC

• Make plan for production deployment
• Formulate and solve out-of-stock problem with bandits
• Design and Developement of an end-to-end forecasting system

Applied Scientist

AWS AI Labs, Amazon Web Services, NYC

• Conduct analysis of customer feedback
• Lead and conduct the project of active learning
• Build NLP based search service with Siamese networks
• Collaborate with the internal and external scientists
• Design of a personalized recommendation system with contexts

Postdoctoral Fellow

Mount Sinai, NYC

• Lead and conduct scientific research projects
• Present the analysis of research in manuscripts and presentations

Postdoctoral Associate

Dalio Institute of Cardiovascular Imaging, Cornell University, NYC

• Record and maintain medical data for projects
• Design of a system with deep learning based algorithms
• Make plan for projects, prepare for grants and publications

Visiting Scholar

Department of Statistics, Rutgers University, Pistacaway, NJ

• Setup the environment for deep learning research
• Present the analysis of research in manuscripts and presentations

• reviewer of AISTATS, ICML, ICLR, ICML

• reviewer of NeurIPS, ICML, IJCAI, ICLR

• reviewer of ICML, NeurIPS 2019, NeurIPS 2018, AAAI 2018, TPAMI, TKDE, TNNLS