Sungyong Seo

According to our database, Sungyong Seo authored at least 17 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

When Physics Meets Machine Learning: A Survey of Physics-Informed Machine Learning.

Chuizheng Meng, Sungyong Seo, Defu Cao, Sam Griesemer, Yan Liu

CoRR, 2022

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

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Controlling Neural Networks with Rule Representations.

Sungyong Seo, Sercan Ö. Arik, Jinsung Yoon, Xiang Zhang, Kihyuk Sohn, Tomas Pfister

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Physics-aware Spatiotemporal Modules with Auxiliary Tasks for Meta-Learning.

Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Yan Liu

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Network Inference from a Mixture of Diffusion Models for Fake News Mitigation.

Karishma Sharma, Xinran He, Sungyong Seo, Yan Liu

Proceedings of the Fifteenth International AAAI Conference on Web and Social Media, 2021

Graph Networks with Physics-aware Knowledge Informed in Latent Space.

Sungyong Seo, Yan Liu

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2020

Coronavirus on Social Media: Analyzing Misinformation in Twitter Conversations.

Karishma Sharma, Sungyong Seo, Chuizheng Meng, Sirisha Rambhatla, Aastha Dua, Yan Liu

CoRR, 2020

Physics-aware Difference Graph Networks for Sparsely-Observed Dynamics.

Sungyong Seo, Chuizheng Meng, Yan Liu

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Differentiable Physics-informed Graph Networks.

Sungyong Seo, Yan Liu

CoRR, 2019

A Deep Structural Model for Analyzing Correlated Multivariate Time Series.

Changwei Hu, Yifan Hu, Sungyong Seo

Proceedings of the 18th IEEE International Conference On Machine Learning And Applications, 2019

2018

Automatically Inferring Data Quality for Spatiotemporal Forecasting.

Sungyong Seo, Arash Mohegh, George Ban-Weiss, Yan Liu

Proceedings of the 6th International Conference on Learning Representations, 2018

Social Bots for Online Public Health Interventions.

Ashok Deb, Anuja Majmundar, Sungyong Seo, Akira Matsui, Rajat Tandon, Shen Yan, Jon-Patrick Allem, Emilio Ferrara

Proceedings of the IEEE/ACM 2018 International Conference on Advances in Social Networks Analysis and Mining, 2018

Partially Generative Neural Networks for Gang Crime Classification with Partial Information.

Sungyong Seo, Hau Chan, P. Jeffrey Brantingham, Jorja Leap, Phebe Vayanos, Milind Tambe, Yan Liu

Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 2018

2017

CSI: A Hybrid Deep Model for Fake News.

Natali Ruchansky, Sungyong Seo, Yan Liu

CoRR, 2017

Interpretable Convolutional Neural Networks with Dual Local and Global Attention for Review Rating Prediction.

Sungyong Seo, Jing Huang, Hao Yang, Yan Liu

Proceedings of the Eleventh ACM Conference on Recommender Systems, 2017

CSI: A Hybrid Deep Model for Fake News Detection.

Natali Ruchansky, Sungyong Seo, Yan Liu

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

Design and implementation of a mobile storage leveraging the DRAM interface.

Sungyong Seo, Youngjin Cho, Youngkwang Yoo, Otae Bae, Jaegeun Park, Heehyun Nam, Sunmi Lee, Yongmyung Lee, Seungdo Chae, Moonsang Kwon, Jin-Hyeok Choi, Sangyeun Cho, Jaeheon Jeong, Duckhyun Chang

Proceedings of the 2016 IEEE International Symposium on High Performance Computer Architecture, 2016