Baichuan Yuan

Research Scientist, Facebook

Joined

September 2019

Names

Baichuan Yuan (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Research Scientist

Facebook (facebook.com)

2020 – Present

PhD student

University of California, Los Angeles (ucla.edu)

2015 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Andrea L. Bertozzi

2015 – 2020

Expertise

No areas of expertise listed

Publications

Learning Graph Quantized Tokenizers
Limei Wang, Kaveh Hassani, Si Zhang, Dongqi Fu, Baichuan Yuan, Weilin Cong, Zhigang Hua, Hao Wu, Ning Yao, Bo Long
- ICLR 2025 Poster
- Readers: Everyone
Do We Really Need Complicated Model Architectures For Temporal Networks?
Weilin Cong, Si Zhang, Jian Kang, Baichuan Yuan, Hao Wu, Xin Zhou, Hanghang Tong, Mehrdad Mahdavi
- 2023 (modified: 15 Apr 2023)
- CoRR 2023
- Readers: Everyone
Do We Really Need Complicated Model Architectures For Temporal Networks?
Weilin Cong, Si Zhang, Jian Kang, Baichuan Yuan, Hao Wu, Xin Zhou, Hanghang Tong, Mehrdad Mahdavi
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 notable top 5%
- Readers: Everyone
Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits
Yan Li, Dhruv Choudhary, Xiaohan Wei, Baichuan Yuan, Bhargav Bhushanam, Tuo Zhao, Guanghui Lan
- 2022 (modified: 16 Nov 2022)
- ICLR 2022
- Readers: Everyone
Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits
Yan Li, Dhruv Choudhary, Xiaohan Wei, Baichuan Yuan, Bhargav Bhushanam, Tuo Zhao, Guanghui Lan
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Poster
- Readers: Everyone
Frequency-aware SGD for Efficient Embedding Learning with Provable Benefits
Yan Li, Dhruv Choudhary, Xiaohan Wei, Baichuan Yuan, Bhargav Bhushanam, Tuo Zhao, Guanghui Lan
- 2021 (modified: 16 Nov 2022)
- CoRR 2021
- Readers: Everyone
Mitral Valve Segmentation Using Robust Nonnegative Matrix Factorization
Hannah Dröge, Baichuan Yuan, Rafael Llerena, Jesse T. Yen, Michael Möller, Andrea L. Bertozzi
- 2021 (modified: 22 Nov 2022)
- J. Imaging 2021
- Readers: Everyone
Variational Autoencoders for Highly Multivariate Spatial Point Processes Intensities
Baichuan Yuan, Xiaowei Wang, Jianxin Ma, Chang Zhou, Andrea L. Bertozzi, Hongxia Yang
- 2020 (modified: 14 Nov 2022)
- ICLR 2020
- Readers: Everyone
Multivariate Spatiotemporal Hawkes Processes and Network Reconstruction
Baichuan Yuan, Hao Li, Andrea L. Bertozzi, P. Jeffrey Brantingham, Mason A. Porter
- 2019 (modified: 15 Apr 2023)
- SIAM J. Math. Data Sci. 2019
- Readers: Everyone
SOS-EW: System for Overdose Spike Early Warning Using Drug Mover's Distance-Based Hawkes Processes
Wen-Hao Chiang, Baichuan Yuan, Hao Li, Bao Wang, Andrea L. Bertozzi, Jeremy G. Carter, Brad Ray, George O. Mohler
- 2019 (modified: 15 Apr 2023)
- PKDD/ECML Workshops (1) 2019
- Readers: Everyone

View all 14 publications

Co-Authors

View all 49 co-authors