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George Karypis

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93H-index
724Paper Count
6.3WCitation Count
Published Papers 66
Publication Date
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Connecting the Impact of Silent Data Corruption With Different Training Characteristics: An Empirical Study
errIEEE Micro
IF2.9
err2025-12-15
err0
errOAAI
errHengzhi Pei; Leonard Lausen; George Karypis
errShare
errSave
Perspective on artificial intelligence for accelerated materials design (AI4Mat) workshops in 2024
errMachine Learning: Science and Technology
IF0
err2025-10-10
err0
errOAAI
errSantiago Miret; Marta Skreta; Geemi Wellawatte; Stefano Martiniani; N M Anoop Krishnan; George Karypis; Kevin Maik Jablonka
errShare
errSave
OmniMatch: Joinability Discovery in Data Products
errPROCEEDINGS OF THE VLDB ENDOWMENT
IF3.3
err2025-07-01
err0
PREAI
errKoutras, Christos; Zhang, Jiani; Qin, Xiao; Lei, Chuan; Ioannidis, Vasileios; Faloutsos, Christos; Karypis, George; Katsifodimos, Asterios
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errSave
TraverseNet: Unifying Space and Time in Message Passing for Traffic Forecasting
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2024-02-01
err20
errOAAI
errWu, Zonghan; Zheng, Da; Pan, Shirui; Gan, Quan; Long, Guodong; Karypis, George
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errSave
Scalable Label Propagation for Multi-Relational Learning on the Tensor Product of Graphs
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2022-12-01
err1
errOAAI
errLi, Zhuliu; Petegrosso, Raphael; Smith, Shaden; Sterling, David; Karypis, George; Kuang, Rui
errShare
errSave
Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2022-06-01
err197
errOAAI
errLiu, Yixin; Li, Zhao; Pan, Shirui; Gong, Chen; Zhou, Chuan; Karypis, George
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errSave
A knowledge graph of clinical trials (CTKG)
errSCIENTIFIC REPORTS
IF3.9
err2022-03-18
err12
errOAAI
errChen, Ziqi; Peng, Bo; Ioannidis, Vassilis N.; Li, Mufei; Karypis, George; Ning, Xia
errShare
errSave
DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in Life Science
errACS OMEGA
IF4.3
err2021-10-05
err114
errOAAI
errLi, Mufei; Zhou, Jinjing; Hu, Jiajing; Fan, Wenxuan; Zhang, Yangkang; Gu, Yaxin; Karypis, George
errShare
errSave
Kernelized Multitask Learning Method for Personalized Signaling Adverse Drug Reactions
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2021-01-01
err2
PREAI
errYang, Fan; Xue, Fuzhong; Zhang, Yanchun; Karypis, George
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errSave
Boosting Item-based Collaborative Filtering via Nearly Uncoupled Random Walks
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2020-09-28
err8
errOAAI
errNikolakopoulos, Athanasios N.; Karypis, George
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errSave
Repurpose Open Data to Discover Therapeutics for COVID-19 Using Deep Learning
errJOURNAL OF PROTEOME RESEARCH
IF3.6
err2020-07-12
err172
errOAAI
errZeng, Xiangxiang; Song, Xiang; Ma, Tengfei; Pan, Xiaoqin; Zhou, Yadi; Hou, Yuan; Zhang, Zheng; Li, Kenli; Karypis, George; Cheng, Feixiong
errShare
errSave
Learning from Sets of Items in Recommender Systems
erracm transactions on intelligent systems and technology
IF4.8
err2019-07-25
err15
errOAAI
errSharma, Mohit; Harper, F. Maxwell; Karypis, George
errShare
errSave
Parallel cosine nearest neighbor graph construction
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2019-07-01
err4
errOAAI
errAnastasiu, David C.; Karypis, George
errShare
errSave
Context-Aware Recommendation-Based Learning Analytics Using Tensor and Coupled Matrix Factorization
errIEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING
IF13.7
err2017-08-01
err43
errOAAI
errAlmutairi, Faisal M.; Sidiropoulos, Nicholas D.; Karypis, George
errShare
errSave
A virtual memory manager optimized for node-level cooperative multi-tasking in memory constrained systems
errINTERNATIONAL JOURNAL OF HIGH PERFORMANCE COMPUTING APPLICATIONS
IF2.5
err2017-02-01
err0
PREAI
errIverson, Jeremy; Karypis, George
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errSave
Accounting for Language Changes Over Time in Document Similarity Search
errACM TRANSACTIONS ON INFORMATION SYSTEMS
IF9.1
err2016-09-03
err6
errOAAI
errMorsy, Sara; Karypis, George
errShare
errSave
Augmenting Chinese hamster genome assembly by identifying regions of high confidence
errBIOTECHNOLOGY JOURNAL
IF3.1
err2016-07-19
err12
PREAI
errVishwanathan, Nandita; Bandyopadhyay, Arpan A.; Fu, Hsu-Yuan; Sharma, Mohit; Johnson, Kathryn C.; Mudge, Joann; Ramaraj, Thiruvarangan; Onsongo, Getiria; Silverstein, Kevin A. T.; Jacob, Nitya M.; Huong Le; Karypis, George; Hu, Wei-Shou
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errSave
Algorithms for Mining the Coevolving Relational Motifs in Dynamic Networks
errACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA
IF4.8
err2015-07-22
err11
errOAAI
errAhmed, Rezwan; Karypis, George
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errSave
User-Specific Feature-Based Similarity Models for Top-n Recommendation of New Items
errACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY
IF6.6
err2015-04-30
err44
PREAI
errElbadrawy, Asmaa; Karypis, George
errShare
errSave
Multi-threaded modularity based graph clustering using the multilevel paradigm
errJOURNAL OF PARALLEL AND DISTRIBUTED COMPUTING
IF4
err2015-02-01
err26
errOAAI
errLaSalle, Dominique; Karypis, George
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
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Christos Faloutsos
H-index: 132 · Papers: 966
P
Peter K. Gregersen
H-index: 132 · Papers: 555
S
Shankar Balasubramanian
H-index: 118 · Papers: 521
L
Loet Leydesdorff
H-index: 103 · Papers: 1.1K
F
Feixiong Cheng
H-index: 92 · Papers: 462
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