Yao Xuan

Research scientist, Meta Platforms, Inc.

Joined

May 2021

Names

Yao Xuan (Preferred)

Emails

****@math.ucsb.edu (Confirmed)

****@ucsb.edu (Confirmed)

****@umail.ucsb.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Research scientist

Meta Platforms, Inc. (meta.com)

2021 – Present

PhD student

UC Santa Barbara (ucsb.edu)

2016 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Sphere2Vec: Multi-Scale Representation Learning over a Spherical Surface for Geospatial Predictions
Gengchen Mai, Yao Xuan, Wenyun Zuo, Krzysztof Janowicz, Ni Lao
- 2022 (modified: 04 Dec 2022)
- CoRR 2022
- Readers: Everyone
Towards General-Purpose Representation Learning of Polygonal Geometries
Gengchen Mai, Chiyu Jiang, Weiwei Sun, Rui Zhu, Yao Xuan, Ling Cai, Krzysztof Janowicz, Stefano Ermon, Ni Lao
- 2022 (modified: 04 Dec 2022)
- CoRR 2022
- Readers: Everyone
Pandemic Control, Game Theory and Machine Learning
Yao Xuan, Robert Balkin, Jiequn Han, Ruimeng Hu, Héctor D. Ceniceros
- 2022 (modified: 17 Jan 2023)
- CoRR 2022
- Readers: Everyone
Machine Learning and Polymer Self-Consistent Field Theory in Two Spatial Dimensions
Yao Xuan, Kris T. Delaney, Héctor D. Ceniceros, Glenn H. Fredrickson
- 2022 (modified: 17 Jan 2023)
- CoRR 2022
- Readers: Everyone
Sphere2Vec: Self-Supervised Location Representation Learning on Spherical Surfaces
Gengchen Mai, Yao Xuan, Wenyun Zuo, Yutong He, Stefano Ermon, Jiaming Song, Krzysztof Janowicz, Ni Lao
- Published: 28 Jan 2022, Last Modified: 13 Feb 2023
- ICLR 2022 Submitted
- Readers: Everyone
Optimal Policies for a Pandemic: A Stochastic Game Approach and a Deep Learning Algorithm
Yao Xuan, Robert Balkin, Jiequn Han, Ruimeng Hu, Héctor D. Ceniceros
- 2021 (modified: 17 Jan 2023)
- MSML 2021
- Readers: Everyone
Deep learning and self-consistent field theory: A path towards accelerating polymer phase discovery
Yao Xuan, Kris T. Delaney, Héctor D. Ceniceros, Glenn H. Fredrickson
- 2021 (modified: 17 Jan 2023)
- J. Comput. Phys. 2021
- Readers: Everyone
Optimal Policies for a Pandemic: A Stochastic Game Approach and a Deep Learning Algorithm
Yao Xuan, Robert Balkin, Jiequn Han, Ruimeng Hu, Héctor D. Ceniceros
- 2020 (modified: 17 Jan 2023)
- CoRR 2020
- Readers: Everyone
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting
Shiyang Li, Xiaoyong Jin, Yao Xuan, Xiyou Zhou, Wenhu Chen, Yu-Xiang Wang, Xifeng Yan
- 2019 (modified: 17 Jan 2023)
- NeurIPS 2019
- Readers: Everyone
Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting
Shiyang Li, Xiaoyong Jin, Yao Xuan, Xiyou Zhou, Wenhu Chen, Yu-Xiang Wang, Xifeng Yan
- 2019 (modified: 17 Jan 2023)
- CoRR 2019
- Readers: Everyone