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Implicit Session Contexts for Next-Item Recommendations


Aug 18, 2022
Sejoon Oh, Ankur Bhardwaj, Jongseok Han, Sungchul Kim, Ryan A. Rossi, Srijan Kumar

* Accepted for publication at: 31st ACM International Conference on Information and Knowledge Management (CIKM 2022) short paper track. Code and data at: https://github.com/srijankr/iscon 

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Bundle MCR: Towards Conversational Bundle Recommendation


Jul 26, 2022
Zhankui He, Handong Zhao, Tong Yu, Sungchul Kim, Fan Du, Julian McAuley

* RecSys 2022 

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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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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 

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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 

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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 

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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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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 

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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 

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