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ORCIDRong Zhou 0001
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Publications
- 2022
[j14]Nesreen K. Ahmed
, Ryan A. Rossi, John Boaz Lee, Theodore L. Willke, Rong Zhou, Xiangnan Kong, Hoda Eldardiry:
Role-Based Graph Embeddings. IEEE Trans. Knowl. Data Eng. 34(5): 2401-2415 (2022)- 2020
- [j13]Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed:
Deep Inductive Graph Representation Learning. IEEE Trans. Knowl. Data Eng. 32(3): 438-452 (2020) - 2019
- [j12]Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed:
Estimation of Graphlet Counts in Massive Networks. IEEE Trans. Neural Networks Learn. Syst. 30(1): 44-57 (2019) - 2018
- [j11]Ryan A. Rossi, Rong Zhou:
GraphZIP: a clique-based sparse graph compression method. J. Big Data 5: 10 (2018) - [j10]Ryan A. Rossi, Nesreen K. Ahmed, Rong Zhou, Hoda Eldardiry:
Interactive Visual Graph Mining and Learning. ACM Trans. Intell. Syst. Technol. 9(5): 59:1-59:25 (2018) - [c46]Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed, Hoda Eldardiry:
Relational Similarity Machines (RSM): A Similarity-based Learning Framework for Graphs. IEEE BigData 2018: 1807-1816 - [c45]Ryan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou:
Similarity-based Multi-label Learning. IJCNN 2018: 1-8 - [c44]Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed:
Deep Inductive Network Representation Learning. WWW (Companion Volume) 2018: 953-960 - [i13]Nesreen K. Ahmed, Ryan A. Rossi, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Rong Zhou, Hoda Eldardiry:
Learning Role-based Graph Embeddings. CoRR abs/1802.02896 (2018) - 2017
- [c43]Nesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke, Rong Zhou:
A Higher-Order Latent Space Network Model. AAAI Workshops 2017 - [c42]Nesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke, Rong Zhou:
Edge Role Discovery via Higher-Order Structures. PAKDD (1) 2017: 291-303 - [i12]Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed:
Estimation of Graphlet Statistics. CoRR abs/1701.01772 (2017) - [i11]Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed:
Deep Feature Learning for Graphs. CoRR abs/1704.08829 (2017) - [i10]Nesreen K. Ahmed, Ryan A. Rossi, Rong Zhou, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Hoda Eldardiry:
A Framework for Generalizing Graph-based Representation Learning Methods. CoRR abs/1709.04596 (2017) - [i9]Nesreen K. Ahmed, Ryan A. Rossi, Rong Zhou, John Boaz Lee, Xiangnan Kong, Theodore L. Willke, Hoda Eldardiry:
Representation Learning in Large Attributed Graphs. CoRR abs/1710.09471 (2017) - [i8]Ryan A. Rossi, Nesreen K. Ahmed, Hoda Eldardiry, Rong Zhou:
Similarity-based Multi-label Learning. CoRR abs/1710.10335 (2017) - 2016
- [j9]Ryan A. Rossi, Rong Zhou:
Parallel collective factorization for modeling large heterogeneous networks. Soc. Netw. Anal. Min. 6(1): 67:1-67:30 (2016) - [c41]Ryan A. Rossi, Rong Zhou:
Toward Interactive Relational Learning. AAAI 2016: 4383-4384 - [c40]Ryan A. Rossi, Rong Zhou:
Leveraging Multiple GPUs and CPUs for Graphlet Counting in Large Networks. CIKM 2016: 1783-1792 - [i7]Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed:
Relational Similarity Machines. CoRR abs/1608.00876 (2016) - [i6]Ryan A. Rossi, Rong Zhou:
Hybrid CPU-GPU Framework for Network Motifs. CoRR abs/1608.05138 (2016) - [i5]Nesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke, Rong Zhou:
Revisiting Role Discovery in Networks: From Node to Edge Roles. CoRR abs/1610.00844 (2016) - 2015
- [c39]Ryan A. Rossi, Rong Zhou:
Scalable relational learning for large heterogeneous networks. DSAA 2015: 1-10
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