Seo, Sungyong

6 publications

TMLR 2025 Physics-Aware Spatiotemporal Causal Graph Network for Forecasting with Limited Data Zijun Cui, Sam Griesemer, Sungyong Seo, Joshua Hikida, Yan Liu

ICLR 2025 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

NeurIPS 2021 Controlling Neural Networks with Rule Representations Sungyong Seo, Sercan Arik, Jinsung Yoon, Xiang Zhang, Kihyuk Sohn, Tomas Pfister

IJCAI 2021 Physics-Aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Yan Liu

ICLR 2020 Physics-Aware Difference Graph Networks for Sparsely-Observed Dynamics Sungyong Seo, Chuizheng Meng, Yan Liu

ICLR 2018 Automatically Inferring Data Quality for Spatiotemporal Forecasting Sungyong Seo, Arash Mohegh, George Ban-Weiss, Yan Liu