2022

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Personalized Visualization Recommendation
Xin Qian | Ryan A. Rossi | Fan Du | Sungchul Kim | Eunyee Koh | Sana Malik | Tak Yeon Lee | Nesreen K. Ahmed
2022 Volume 16 Issue 3

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On Generalizing Static Node Embedding to Dynamic Settings
Di Jin | Sungchul Kim | Ryan A. Rossi | Danai Koutra
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

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Implicit Session Contexts for Next-Item Recommendations
Sejoon Oh | Ankur Bhardwaj | Jongseok Han | Sungchul Kim | Ryan A. Rossi | Srijan Kumar
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

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Network Report: A Structured Description for Network Datasets
Xinyi Zheng | Ryan A. Rossi | Nesreen K. Ahmed | Dominik Moritz
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

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AutoMARS: Searching to Compress Multi-Modality Recommendation Systems
Duc Hoang | Haotao Wang | Handong Zhao | Ryan A. Rossi | Sungchul Kim | Kanak Mahadik | Zhangyang Wang
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

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AutoForecast: Automatic Time-Series Forecasting Model Selection
Mustafa Abdallah | Ryan A. Rossi | Kanak Mahadik | Sungchul Kim | Handong Zhao | Saurabh Bagchi
Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022

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VisGNN: Personalized Visualization Recommendationvia Graph Neural Networks
Fayokemi Ojo | Ryan A. Rossi | Jane Hoffswell | Shunan Guo | Fan Du | Sungchul Kim | Chang Xiao | Eunyee Koh
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

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CGC: Contrastive Graph Clustering forCommunity Detection and Tracking
Namyong Park | Ryan A. Rossi | Eunyee Koh | Iftikhar Ahamath Burhanuddin | Sungchul Kim | Fan Du | Nesreen K. Ahmed | Christos Faloutsos
WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25 - 29, 2022

2021

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From Closing Triangles to Higher-Order Motif Closures for Better Unsupervised Online Link Prediction
Ryan A. Rossi | Anup B. Rao | Sungchul Kim | Eunyee Koh | Nesreen K. Ahmed | Gang Wu
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Influence-guided Data Augmentation for Neural Tensor Completion
Sejoon Oh | Sungchul Kim | Ryan A. Rossi | Srijan Kumar
CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1 - 5, 2021

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Generating Accurate Caption Units for Figure Captioning
Xin Qian | Eunyee Koh | Fan Du | Sungchul Kim | Joel Chan | Ryan A. Rossi | Sana Malik | Tak Yeon Lee
WWW '21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021

2020

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A Structural Graph Representation Learning Framework
Ryan A. Rossi | Nesreen K. Ahmed | Eunyee Koh | Sungchul Kim | Anup Rao | Yasin Abbasi-Yadkori
WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, Houston, TX, USA, February 3-7, 2020

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From Closing Triangles to Closing Higher-Order Motifs
Ryan A. Rossi | Anup Rao | Sungchul Kim | Eunyee Koh | Nesreen K. Ahmed
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Fast and Accurate Estimation of Typed Graphlets
Ryan A. Rossi | Anup Rao | Tung Mai | Nesreen K. Ahmed
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Fast Hierarchical Graph Clustering in Linear-Time
Ryan A. Rossi | Nesreen K. Ahmed | Eunyee Koh | Sungchul Kim
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

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Real-Time Clustering for Large Sparse Online Visitor Data
Gromit Yeuk-Yin Chan | Fan Du | Ryan A. Rossi | Anup B. Rao | Eunyee Koh | Cláudio T. Silva | Juliana Freire
WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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Domain Switch-Aware Holistic Recurrent Neural Network for Modeling Multi-Domain User Behavior
Donghyun Kim | Sungchul Kim | Handong Zhao | Sheng Li | Ryan A. Rossi | Eunyee Koh
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

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Graph Convolutional Networks with Motif-based Attention
John Boaz Lee | Ryan A. Rossi | Xiangnan Kong | Sungchul Kim | Eunyee Koh | Anup Rao
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

2018

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Interactive Visual Graph Mining and Learning
Ryan A. Rossi | Nesreen K. Ahmed | Rong Zhou | Hoda Eldardiry
2018 Volume 9 Issue 5

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Predictive Analysis by Leveraging Temporal User Behavior and User Embeddings
Charles Chen | Sungchul Kim | Hung Bui | Ryan A. Rossi | Eunyee Koh | Branislav Kveton | Razvan C. Bunescu
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, CIKM 2018, Torino, Italy, October 22-26, 2018

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Continuous-Time Dynamic Network Embeddings
Giang Hoang Nguyen | John Boaz Lee | Ryan A. Rossi | Nesreen K. Ahmed | Eunyee Koh | Sungchul Kim
Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

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Deep Inductive Network Representation Learning
Ryan A. Rossi | Rong Zhou | Nesreen K. Ahmed
Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

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Higher-order Network Representation Learning
Ryan A. Rossi | Nesreen K. Ahmed | Eunyee Koh
Companion of the The Web Conference 2018 on The Web Conference 2018, WWW 2018, Lyon , France, April 23-27, 2018

2016

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Leveraging Multiple GPUs and CPUs for Graphlet Counting in Large Networks
Ryan A. Rossi | Rong Zhou
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, CIKM 2016, Indianapolis, IN, USA, October 24-28, 2016

2014

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Fast maximum clique algorithms for large graphs
Ryan A. Rossi | David F. Gleich | Assefaw Hadish Gebremedhin | Md. Mostofa Ali Patwary
23rd International World Wide Web Conference, WWW '14, Seoul, Republic of Korea, April 7-11, 2014, Companion Volume

2013

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Modeling dynamic behavior in large evolving graphs
Ryan A. Rossi | Brian Gallagher | Jennifer Neville | Keith Henderson
Sixth ACM International Conference on Web Search and Data Mining, WSDM 2013, Rome, Italy, February 4-8, 2013

2012

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Role-dynamics: fast mining of large dynamic networks
Ryan A. Rossi | Brian Gallagher | Jennifer Neville | Keith Henderson
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)