2022

doi dblp
Graph Neural Network Research at AWS AI
George Karypis
WSDM '22: The Fifteenth ACM International Conference on Web Search and Data Mining, Virtual Event / Tempe, AZ, USA, February 21 - 25, 2022

doi dblp
Coarse-to-Fine Sparse Sequential Recommendation
Jiacheng Li | Tong Zhao | Jin Li | Jim Chan | Christos Faloutsos | George Karypis | Soo-Min Pantel | Julian J. McAuley
SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11 - 15, 2022

2021

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Scalable Graph Neural Networks with Deep Graph Library
Da Zheng | Minjie Wang | Quan Gan | Xiang Song | Zheng Zhang | George Karypis
WSDM '21, The Fourteenth ACM International Conference on Web Search and Data Mining, Virtual Event, Israel, March 8-12, 2021

2020

doi dblp
DGL-KE: Training Knowledge Graph Embeddings at Scale
Da Zheng | Xiang Song | Chao Ma | Zeyuan Tan | Zihao Ye | Jin Dong | Hao Xiong | Zheng Zhang | George Karypis
Proceedings of the 43rd International ACM SIGIR conference on research and development in Information Retrieval, SIGIR 2020, Virtual Event, China, July 25-30, 2020

doi dblp
Learning Graph Neural Networks with Deep Graph Library
Da Zheng | Minjie Wang | Quan Gan | Zheng Zhang | George Karypis
Companion of The 2020 Web Conference 2020, Taipei, Taiwan, April 20-24, 2020

2019

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RecWalk: Nearly Uncoupled Random Walks for Top-N Recommendation
Athanasios N. Nikolakopoulos | George Karypis
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, WSDM 2019, Melbourne, VIC, Australia, February 11-15, 2019

doi dblp
Intent Term Weighting in E-commerce Queries
Saurav Manchanda | Mohit Sharma | George Karypis
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, CIKM 2019, Beijing, China, November 3-7, 2019

doi dblp
Adaptive matrix completion for the users and the items in tail
Mohit Sharma | George Karypis
The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019

2018

doi dblp
Recent Advances in Recommender Systems: Sets, Local Models, Coverage, and Errors
George Karypis
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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Accounting for Language Changes Over Time in Document Similarity Search
Sara Morsy | George Karypis
2016 Volume 35 Issue 1

2015

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User-Specific Feature-Based Similarity Models for Top-n Recommendation of New Items
Asmaa Elbadrawy | George Karypis
2015 Volume 6 Issue 3

doi dblp
L2Knng: Fast Exact K-Nearest Neighbor Graph Construction with L2-Norm Pruning
David C. Anastasiu | George Karypis
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, CIKM 2015, Melbourne, VIC, Australia, October 19 - 23, 2015

2013

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A novel two-box search paradigm for query disambiguation
David C. Anastasiu | Byron J. Gao | Xing Jiang | George Karypis
2013 Volume 16 Issue 1

2012

doi dblp
Sparse linear methods with side information for Top-N recommendations
Xia Ning | George Karypis
Proceedings of the 21st World Wide Web Conference, WWW 2012, Lyon, France, April 16-20, 2012 (Companion Volume)

2005

doi dblp
Feature-based recommendation system
Eui-Hong Han | George Karypis
Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31 - November 5, 2005

2004

doi dblp
Item-based top-N recommendation algorithms
Mukund Deshpande | George Karypis
2004 Volume 22 Issue 1

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Soft clustering criterion functions for partitional document clustering: a summary of results
Ying Zhao | George Karypis
Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, Washington, DC, USA, November 8-13, 2004

2003

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Intelligent metasearch engine for knowledge management
Eui-Hong Han | George Karypis | Doug Mewhort | Keith Hatchard
Proceedings of the 2003 ACM CIKM International Conference on Information and Knowledge Management, New Orleans, Louisiana, USA, November 2-8, 2003

2002

doi dblp
Evaluation of hierarchical clustering algorithms for document datasets
Ying Zhao | George Karypis
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002

doi dblp
Using conjunction of attribute values for classification
Mukund Deshpande | George Karypis
Proceedings of the 2002 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 4-9, 2002

doi dblp
Expert agreement and content based reranking in a meta search environment using Mearf
B. Uygar Oztekin | George Karypis | Vipin Kumar
Proceedings of the Eleventh International World Wide Web Conference, WWW 2002, May 7-11, 2002, Honolulu, Hawaii, USA

2001

doi dblp
Evaluation of Item-Based Top-N Recommendation Algorithms
George Karypis
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, Atlanta, Georgia, USA, November 5-10, 2001

doi dblp
Item-based collaborative filtering recommendation algorithms
Badrul Munir Sarwar | George Karypis | Joseph A. Konstan | John Riedl
Proceedings of the Tenth International World Wide Web Conference, WWW 10, Hong Kong, China, May 1-5, 2001

2000

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Fast Supervised Dimensionality Reduction Algorithm with Applications to Document Categorization & Retrieval
Eui-Hong Han | George Karypis
Proceedings of the 2000 ACM CIKM International Conference on Information and Knowledge Management, McLean, VA, USA, November 6-11, 2000

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