Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Sungchul Kim

Influence-guided Data Augmentation for Neural Tensor Completion


Aug 23, 2021
Sejoon Oh, Sungchul Kim, Ryan A. Rossi, Srijan Kumar

* Accepted for publication at 30th ACM International Conference on Information and Knowledge Management (ACM CIKM 2021). Code and data: https://github.com/srijankr/DAIN 

  Access Paper or Ask Questions

Edge: Enriching Knowledge Graph Embeddings with External Text


Apr 11, 2021
Saed Rezayi, Handong Zhao, Sungchul Kim, Ryan A. Rossi, Nedim Lipka, Sheng Li

* Accepted in NAACL'21 

  Access Paper or Ask Questions

Personalized Visualization Recommendation


Feb 12, 2021
Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Nesreen K. Ahmed

* 37 pages, 6 figures 

  Access Paper or Ask Questions

Learning Contextualized Knowledge Structures for Commonsense Reasoning


Oct 24, 2020
Jun Yan, Mrigank Raman, Tianyu Zhang, Ryan Rossi, Handong Zhao, Sungchul Kim, Nedim Lipka, Xiang Ren


  Access Paper or Ask Questions

Learning to Deceive Knowledge Graph Augmented Models via Targeted Perturbation


Oct 24, 2020
Mrigank Raman, Siddhant Agarwal, Peifeng Wang, Aaron Chan, Hansen Wang, Sungchul Kim, Ryan Rossi, Handong Zhao, Nedim Lipka, Xiang Ren

* 13 pages, 9 figures 

  Access Paper or Ask Questions

Heterogeneous Graphlets


Oct 23, 2020
Ryan A. Rossi, Nesreen K. Ahmed, Aldo Carranza, David Arbour, Anup Rao, Sungchul Kim, Eunyee Koh

* arXiv admin note: substantial text overlap with arXiv:1901.10026 

  Access Paper or Ask Questions

Graph Deep Factors for Forecasting


Oct 14, 2020
Hongjie Chen, Ryan A. Rossi, Kanak Mahadik, Sungchul Kim, Hoda Eldardiry

* 18 pages, 7 figures, submitted to MLSys 2021 

  Access Paper or Ask Questions

ML-based Visualization Recommendation: Learning to Recommend Visualizations from Data


Sep 25, 2020
Xin Qian, Ryan A. Rossi, Fan Du, Sungchul Kim, Eunyee Koh, Sana Malik, Tak Yeon Lee, Joel Chan

* 17 pages, 7 figures 

  Access Paper or Ask Questions

From Static to Dynamic Node Embeddings


Sep 21, 2020
Di Jin, Sungchul Kim, Ryan A. Rossi, Danai Koutra


  Access Paper or Ask Questions

From Community to Role-based Graph Embeddings


Aug 22, 2019
Ryan A. Rossi, Di Jin, Sungchul Kim, Nesreen K. Ahmed, Danai Koutra, John Boaz Lee


  Access Paper or Ask Questions

Higher-Order Ranking and Link Prediction: From Closing Triangles to Closing Higher-Order Motifs


Jun 12, 2019
Ryan A. Rossi, Anup Rao, Sungchul Kim, Eunyee Koh, Nesreen K. Ahmed, Gang Wu


  Access Paper or Ask Questions

Figure Captioning with Reasoning and Sequence-Level Training


Jun 07, 2019
Charles Chen, Ruiyi Zhang, Eunyee Koh, Sungchul Kim, Scott Cohen, Tong Yu, Ryan Rossi, Razvan Bunescu


  Access Paper or Ask Questions

Temporal Network Representation Learning


Apr 12, 2019
John Boaz Lee, Giang Nguyen, Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim


  Access Paper or Ask Questions

Heterogeneous Network Motifs


Feb 04, 2019
Ryan A. Rossi, Nesreen K. Ahmed, Aldo Carranza, David Arbour, Anup Rao, Sungchul Kim, Eunyee Koh


  Access Paper or Ask Questions

Higher-order Graph Convolutional Networks


Sep 12, 2018
John Boaz Lee, Ryan A. Rossi, Xiangnan Kong, Sungchul Kim, Eunyee Koh, Anup Rao


  Access Paper or Ask Questions

Attention Models in Graphs: A Survey


Jul 20, 2018
John Boaz Lee, Ryan A. Rossi, Sungchul Kim, Nesreen K. Ahmed, Eunyee Koh


  Access Paper or Ask Questions

HONE: Higher-Order Network Embeddings


May 30, 2018
Ryan A. Rossi, Nesreen K. Ahmed, Eunyee Koh, Sungchul Kim, Anup Rao, Yasin Abbasi Yadkori


  Access Paper or Ask Questions