Sungyong Seo

Researcher, Google DeepMind

Joined

October 2017

Names

Sungyong Seo (Preferred)

Emails

****@usc.edu (Confirmed)

****@google.com (Confirmed)

****@gmail.com

Personal Links

Career & Education History

Researcher

Google DeepMind (google.com)

2021 – Present

PhD student

University of Southern California (usc.edu)

2015 – 2021

MS student

University of Michigan (umich.edu)

2012 – 2014

Undergrad student

Seoul National University (snu.ac.kr)

2005 – 2012

Advisors, Relations & Conflicts

PhD Advisor

Yan Liu

2015 – 2021

Expertise

No areas of expertise listed

Publications

Physics-Aware Spatiotemporal Causal Graph Network for Forecasting with Limited Data
Zijun Cui, Sam Griesemer, Sungyong Seo, Joshua Hikida, Yan Liu
- Accepted by TMLR
- Readers: Everyone
Test of Time: A Benchmark for Evaluating LLMs on Temporal Reasoning
Bahare Fatemi, Mehran Kazemi, Anton Tsitsulin, Karishma Malkan, Jinyeong Yim, John Palowitch, Sungyong Seo, Jonathan Halcrow, Bryan Perozzi
- ICLR 2025 Poster
- Readers: Everyone
Physics-aware Causal Graph Network for Spatiotemporal Modeling
Sungyong Seo, Zijun Cui, Sam Griesemer, Joshua Hikida, Yan Liu
- Submitted to ICLR 2024
- Readers: Everyone
8th SIGKDD International Workshop on Mining and Learning from Time Series - Deep Forecasting: Models, Interpretability, and Applications
Sanjay Purushotham, Jun Huan, Cong Shen, Dongjin Song, Yuyang Wang, Jan Gasthaus, Hilaf Hasson, Youngsuk Park, Sungyong Seo, Yuriy Nevmyvaka
- 2022 (modified: 10 Apr 2023)
- KDD 2022
- Readers: Everyone
When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning
Chuizheng Meng, Sungyong Seo, Defu Cao, Sam Griesemer, Yan Liu
- 2022 (modified: 16 Apr 2023)
- CoRR 2022
- Readers: Everyone
Controlling Neural Networks with Rule Representations
Sungyong Seo, Sercan O Arik, Jinsung Yoon, Xiang Zhang, Kihyuk Sohn, Tomas Pfister
- Published: 09 Nov 2021, Last Modified: 05 May 2023
- NeurIPS 2021 Poster
- Readers: Everyone
Network Inference from a Mixture of Diffusion Models for Fake News Mitigation
Karishma Sharma, Xinran He, Sungyong Seo, Yan Liu
- 2021 (modified: 24 Apr 2023)
- ICWSM 2021
- Readers: Everyone
Graph Networks with Physics-aware Knowledge Informed in Latent Space
Sungyong Seo, Yan Liu
- 2021 (modified: 24 Apr 2023)
- AAAI Spring Symposium: MLPS 2021
- Readers: Everyone
Controlling Neural Networks with Rule Representations
Sungyong Seo, Sercan Ö. Arik, Jinsung Yoon, Xiang Zhang, Kihyuk Sohn, Tomas Pfister
- 2021 (modified: 24 Apr 2023)
- CoRR 2021
- Readers: Everyone
Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning
Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Yan Liu
- 2021 (modified: 24 Apr 2023)
- IJCAI 2021
- Readers: Everyone

View all 26 publications

Co-Authors

View all 52 co-authors