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Xinjie FanPh.D. in Statistics |
About
I am a software engineer with the Perception team at Nuro. I got my Ph.D. in statistics from the Department of Statistics and Data Sciences at the University of Texas at Austin. I was fortunate to be advised by Prof. Mingyuan Zhou. My research interest was on deep learning and Bayesian statistics. Before my Ph.D., I obtained my bachelor degree in Mathematics from Beihang University in 2016 and my master degree in Mathematics from Texas A&M University in 2017.
Experience
Research intern at Google AI, 2020 summer
Mentor: Qifei Wang and Junjie Ke
Research intern at Google AI, 2019 summer
Mentor: Nan Ding and Soravit Changpinyo
Research intern at Google AI , 2018 summer
Mentor: Andrey Zhmoginov and Mark Sandler
Papers
- A Unified Framework for Tuning Hyperparameters in Clustering Problems
Xinjie Fan, Yuguang Yue, Purnamrita Sarkar, Y. X. Rachel Wang, Statistica Sinica 2022.
- A Prototype-Oriented Framework for Unsupervised Domain Adaptation
Korawat Tanwisuth*, Xinjie Fan*, Huangjie Zheng*, Shujian Zhang, Hao Zhang, Bo Chen, and Mingyuan Zhou, NeurIPS 2021.
- Alignment Attention by Matching Key and Query Distributions
Shujian Zhang, Xinjie Fan, Huangjie Zheng, Korawat Tanwisuth, and Mingyuan Zhou, NeurIPS 2021.
- Bayesian Attention Belief Networks
Shujian Zhang*, Xinjie Fan*, Bo Chen, Mingyuan Zhou, ICML 2021.
- Adversarially Adaptive Normalization for Single Domain Generalization
Xinjie Fan, Qifei Wang, Junjie Ke, Feng Yang, Boqing Gong, Mingyuan Zhou, CVPR 2021.
- Contextual Dropout: An Efficient Sample-dependent Dropout
Xinjie Fan*, Shujian Zhang*, Korawat Tanwisuth, Xiaoning Qian, Mingyuan Zhou, ICLR 2021.
- Bayesian Attention Modules
Xinjie Fan*, Shujian Zhang*, Bo Chen, Mingyuan Zhou, NeurIPS 2020.
- On Hyperparameter Tuning in General Clustering Problems
Xinjie Fan, Yuguang Yue, Purnamrita Sarkar, Y. X. Rachel Wang, ICML 2020.
- Adaptive Correlated Monte Carlo for Contextual Categorical Sequence Generation
Xinjie Fan, Yizhe Zhang, Zhendong Wang and Mingyuan Zhou, ICLR 2020.
- Multilinear Hyperplane Hashing
Xianglong Liu, Xinjie Fan, Cheng Deng, Zhujin Li, Hao Su and Dacheng Tao, CVPR 2016.
- Attention that does not Explain Away
Nan Ding, Xinjie Fan, Zhenzhong Lan, Dale Schuurmans, Radu Soricut, arxiv.