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AutoGML: Fast Automatic Model Selection for Graph Machine Learning


Jun 18, 2022
Namyong Park, Ryan Rossi, Nesreen Ahmed, Christos Faloutsos


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CGC: Contrastive Graph Clustering for Community Detection and Tracking


Apr 05, 2022
Namyong Park, Ryan Rossi, Eunyee Koh, Iftikhar Ahamath Burhanuddin, Sungchul Kim, Fan Du, Nesreen Ahmed, Christos Faloutsos

* TheWebConf 2022 Research Track 

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Neural Point Process for Learning Spatiotemporal Event Dynamics


Dec 12, 2021
Zihao Zhou, Xingyi Yang, Ryan Rossi, Handong Zhao, Rose Yu


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Asymptotics of Ridge Regression in Convolutional Models


Mar 08, 2021
Mojtaba Sahraee-Ardakan, Tung Mai, Anup Rao, Ryan Rossi, Sundeep Rangan, Alyson K. Fletcher


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Machine Unlearning via Algorithmic Stability


Feb 25, 2021
Enayat Ullah, Tung Mai, Anup Rao, Ryan Rossi, Raman Arora


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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


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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 

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Reinforcement Learning-based N-ary Cross-Sentence Relation Extraction


Sep 26, 2020
Chenhan Yuan, Ryan Rossi, Andrew Katz, Hoda Eldardiry

* 10 pages, 3 figures, submitted to AAAI 

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Clustering-based Unsupervised Generative Relation Extraction


Sep 26, 2020
Chenhan Yuan, Ryan Rossi, Andrew Katz, Hoda Eldardiry

* 11 pages, 5 figures 

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Adjusting for Confounders with Text: Challenges and an Empirical Evaluation Framework for Causal Inference


Sep 21, 2020
Galen Weld, Peter West, Maria Glenski, David Arbour, Ryan Rossi, Tim Althoff


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