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Karypis, George
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1

The 3rd International Workshop on Interactive and Scalable ..:

, In: Proceedings of the 17th ACM International Conference on Web Search and Data Mining,
Dave, Vachik S. ; Pang, Linsey ; Cui, Xiquan... - p. 1208-1209 , 2024
Link: https://dl.acm.org/doi/1..
 
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2

TraverseNet: Unifying Space and Time in Message Passing for..:

Wu, Zonghan ; Zheng, Da ; Pan, Shirui...
IEEE Transactions on Neural Networks and Learning Systems.  35 (2024)  2 - p. 2003-2013 , 2024
Link: https://doi.org/10.1109/..
 
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3

SemPool: Simple, Robust, and Interpretable KG Pooling for E..:

, In: Advances in Knowledge Discovery and Data Mining; Lecture Notes in Computer Science,
Mavromatis, Costas ; Karypis, Petros ; Karypis, George - p. 154-166 , 2024
Link: https://doi.org/10.1007/..
 
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4

DistTGL: Distributed Memory-Based Temporal Graph Neural Net..:

, In: SC23: International Conference for High Performance Computing, Networking, Storage and Analysis,
Zhou, Hongkuan ; Zheng, Da ; Song, Xiang.. - p. 1-12 , 2023
Link: https://doi.org/10.1145/..
 
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5

Optimizing Irregular Dense Operators of Heterogeneous GNN M..:

, In: 2023 IEEE International Parallel and Distributed Processing Symposium Workshops (IPDPSW),
Nisa, Israt ; Wang, Minjie ; Zheng, Da... - p. 199-206 , 2023
Link: https://doi.org/10.1109/..
 
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6

DSP : Efficient GNN Training with Multiple GPUs:

, In: Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and Practice of Parallel Programming,
Cai, Zhenkun ; Zhou, Qihui ; Yan, Xiao... - p. 392-404 , 2023
Link: https://dl.acm.org/doi/1..
 
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7

Joint Learning of Hierarchical Community Structure and Node..:

, In: Machine Learning and Knowledge Discovery in Databases; Lecture Notes in Computer Science,
Tom, Ancy Sarah ; Ahmed, Nesreen K. ; Karypis, George - p. 86-103 , 2023
Link: https://doi.org/10.1007/..
 
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8

DistTGL: Distributed Memory-Based Temporal Graph Neural Net..:

, In: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis,
Zhou, Hongkuan ; Zheng, Da ; Song, Xiang.. - p. 1-12 , 2023
Link: https://dl.acm.org/doi/1..
 
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9

The 2nd Workshop on Interactive and Scalable Information Re..:

, In: Companion Proceedings of the ACM Web Conference 2023,
Dave, Vachik S. ; Pang, Linsey ; Cui, Xiquan... - p. 850-853 , 2023
Link: https://dl.acm.org/doi/1..
 
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10

Tutorials at The Web Conference 2023:

, In: Companion Proceedings of the ACM Web Conference 2023,
Fionda, Valeria ; Hartig, Olaf ; Abdolazimi, Reyhaneh... - p. 648-658 , 2023
Link: https://dl.acm.org/doi/1..
 
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11

Global and Nodal Mutual Information Maximization in Heterog..:

, In: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
Mavromatis, Costas ; Karypis, George - p. 1-5 , 2023
Link: https://doi.org/10.1109/..
 
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12

International Workshop on Multimodal Learning - 2023 Theme:..:

, In: Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Ling, Yuan ; Wu, Fanyou ; Dong, Shujing... - p. 5868-5869 , 2023
Link: https://dl.acm.org/doi/1..
 
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13

Train Your Own GNN Teacher: Graph-Aware Distillation on Tex..:

, In: Machine Learning and Knowledge Discovery in Databases: Research Track; Lecture Notes in Computer Science,
Mavromatis, Costas ; Ioannidis, Vassilis N. ; Wang, Shen... - p. 157-173 , 2023
Link: https://doi.org/10.1007/..
 
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14

TGL: a general framework for temporal GNN training on billi..:

Zhou, Hongkuan ; Zheng, Da ; Nisa, Israt...
Proceedings of the VLDB Endowment.  15 (2022)  8 - p. 1572-1580 , 2022
Link: https://doi.org/10.14778..
 
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15

Nimble GNN Embedding with Tensor-Train Decomposition:

, In: Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining,
Yin, Chunxing ; Zheng, Da ; Nisa, Israt... - p. 2327-2335 , 2022
Link: https://dl.acm.org/doi/1..
 
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