Xiaoyong Jin

Researcher, Amazon

Joined

September 2020

Names

Xiaoyong Jin (Preferred)

Emails

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

,

****@ucsb.edu (Confirmed)

,

****@amazon.com (Confirmed)

Personal Links

Career & Education History

Researcher

Amazon (amazon.com)

2022 – Present

PhD student

UC Santa Barbara (ucsb.edu)

2016 – 2022

Advisors, Relations & Conflicts

No relations added

Expertise

Time Series Analysis

2018 – 2021

Machine Learning

2016 – 2021

Publications

PreDiff: Precipitation Nowcasting with Latent Diffusion Models
Zhihan Gao, Xingjian Shi, Boran Han, Hao Wang, Xiaoyong Jin, Danielle C. Maddix, Yi Zhu, Mu Li, Bernie Wang
- NeurIPS2023-AI4Science Poster
- Readers: Everyone
PreDiff: Precipitation Nowcasting with Latent Diffusion Models
Zhihan Gao, Xingjian Shi, Boran Han, Hao Wang, Xiaoyong Jin, Danielle C. Maddix, Yi Zhu, Mu Li, Bernie Wang
- NeurIPS 2023 poster
- Readers: Everyone
First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
Xiyuan Zhang, Xiaoyong Jin, Karthick Gopalswamy, Gaurav Gupta, Youngsuk Park, Xingjian Shi, Hao Wang, Danielle C. Maddix, Bernie Wang
- 17 Apr 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
First De-Trend then Attend: Rethinking Attention for Time-Series Forecasting
Xiyuan Zhang, Xiaoyong Jin, Karthick Gopalswamy, Gaurav Gupta, Youngsuk Park, Xingjian Shi, Hao Wang, Danielle C. Maddix, Bernie Wang
- Published: 21 Oct 2022, Last Modified: 05 May 2023
- Attention Workshop, NeurIPS 2022 Poster
- Readers: Everyone
Attention-based Domain Adaptation for Time Series Forecasting
Xiaoyong Jin, Youngsuk Park, Danielle C. Maddix, Yuyang Wang, Xifeng Yan
- 2021 (modified: 17 Apr 2023)
- CoRR 2021
- Readers: Everyone
HULK: An Energy Efficiency Benchmark Platform for Responsible Natural Language Processing
Xiyou Zhou, Zhiyu Chen, Xiaoyong Jin, William Yang Wang
- 2021 (modified: 24 Apr 2023)
- EACL (System Demonstrations) 2021
- Readers: Everyone
Inter-Series Attention Model for COVID-19 Forecasting
Xiaoyong Jin, Yu-Xiang Wang, Xifeng Yan
- 2020 (modified: 03 Nov 2022)
- 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
You May Not Need Order in Time Series Forecasting
Yunkai Zhang, Qiao Jiang, Shurui Li, Xiaoyong Jin, Xueying Ma, Xifeng Yan
- 2019 (modified: 03 Nov 2022)
- CoRR 2019
- Readers: Everyone

Co-Authors