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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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Network Report: A Structured Description for Network Datasets


Jun 08, 2022
Xinyi Zheng, Ryan A. Rossi, Nesreen Ahmed, Dominik Moritz


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CyCLIP: Cyclic Contrastive Language-Image Pretraining


May 28, 2022
Shashank Goel, Hritik Bansal, Sumit Bhatia, Ryan A. Rossi, Vishwa Vinay, Aditya Grover

* 19 pages, 11 tables, 6 figures 

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Online MAP Inference and Learning for Nonsymmetric Determinantal Point Processes


Nov 29, 2021
Aravind Reddy, Ryan A. Rossi, Zhao Song, Anup Rao, Tung Mai, Nedim Lipka, Gang Wu, Eunyee Koh, Nesreen Ahmed


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An Interpretable Graph Generative Model with Heterophily


Nov 04, 2021
Sudhanshu Chanpuriya, Ryan A. Rossi, Anup Rao, Tung Mai, Nedim Lipka, Zhao Song, Cameron Musco


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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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Insight-centric Visualization Recommendation


Mar 21, 2021
Camille Harris, Ryan A. Rossi, Sana Malik, Jane Hoffswell, Fan Du, Tak Yeon Lee, Eunyee Koh, Handong Zhao


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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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Fundamental Tradeoffs in Distributionally Adversarial Training


Jan 15, 2021
Mohammad Mehrabi, Adel Javanmard, Ryan A. Rossi, Anup Rao, Tung Mai

* 23 pages, 3 figures 

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