Hello, my name is Haibin YU, a senior research engineer at Tencent now. Previously I was a research fellow at the School of Computing Department , National University of Singapore . It is my great honor to be co-supervised by Prof. Kian Hsiang Low and Prof. Patrick Jaillet . I obtained my bachelor degree in Mechanical Engineering and Automation Department, Beihang University (BUAA) and my PhD from School of Computing Department , National University of Singapore . I am generally interested in Bayesian machine learning, Bayesian optimization, generative models and adversarial machine learning. My CV can be found [here]
National University of Singapore
Ph.D. in Computer Science, 2020
B.Eng. in Mechanical Engineering, 2014
Stochastic Variational Inference for Bayesian Sparse Gaussian Process Regression
Bayesian Optimization Meets Bayesian Optimal Stopping
Implicit Posterior Variational Inference for Deep Gaussian Process
Convolutional Normalizing Flows for Deep Gaussian Processes
JDD Global Digitalization Chanllege
Global Champion, 500000 RMB (80000 USD) prize
The task is to use the history changes of mobile device users in several cities and districts transfer between users, rate of mobile equipment users and others analog data in different districts and cities, set up reasonable forecast model, make dynamic population change forecast in various districts and counties of the city in the subsequent 15 days. [News (in Chinese)] [News (in English)]
Selected Honors and Awards
- Beihang University, China
- Ministry of Education, Singapore
- National University of Singapore, Singapore
- Wilmar@NUS Lab, NUS, Singapore
- AI Seminar, NUS, Singapore
- Sun Yat-sen University Forum for International Young Scholars, Guangzhou, China
- Soochow University Forum for International Young Scholars, Suzhou, China
Invited reviewer for IEEE Transactions on Cybernatics.
Invited reviewer for Annual Conference on Neural Information Processing Systems (NeurIPS 2020, 2021).
Invited reviewer for International Joint Conference on Artificial Intelligence (IJCAI 2020, 2021).
Invited reviewer for International Conference on Learning Representations (ICLR 2021).