Mohammed J. Zaki

Most-cited papers

Data Mining and Analysis: Fundamental Concepts and Algorithms
Mohammed J. Zaki, Wagner Meira Jr
20141,006 citations
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Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings
Yu Chen, Ling-Fei Wu, Mohammed J. Zaki
2020Neural Information Processing Systems568 citations
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Arabesque: a system for distributed graph mining
Carlos H. C. Teixeira, Alexandre J. Fonseca, M. Serafini, Georgos Siganos +2 more
2015Symposium on Operating Systems Principles283 citations
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Global Self-Attention as a Replacement for Graph Convolution
Md Shamim Hussain, Mohammed J. Zaki, D. Subramanian
2021Knowledge Discovery and Data Mining215 citations Open access
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FoodKG: A Semantics-Driven Knowledge Graph for Food Recommendation
Steven Haussmann, O. Seneviratne, Yu Chen, Yarden Ne'eman +4 more
2019International Workshop on the Semantic Web196 citations
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Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation
Yu Chen, Ling-Fei Wu, Mohammed J. Zaki
2019International Conference on Learning Representations171 citations
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Mining Attribute-structure Correlated Patterns in Large Attributed Graphs
A. Silva, Wagner Meira Jr, Mohammed J. Zaki
2012Proceedings of the VLDB Endowment148 citations Open access
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Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases
Yu Chen, Ling-Fei Wu, Mohammed J. Zaki
2019North American Chapter of the Association for Computational Linguistics141 citations Open access
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Effective graph classification based on topological and label attributes
Geng Li, Murat Semerci, B. Yener, Mohammed J. Zaki
2012Statistical analysis and data mining124 citations Open access
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Energy Transformer
Benjamin Hoover, Yuchen Liang, Bao Pham, Rameswar Panda +4 more
2023Neural Information Processing Systems104 citations Open access
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Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph
Yu Chen, Ananya Subburathinam, Ching-Hua Chen, Mohammed J. Zaki
2021Web Search and Data Mining90 citations Open access
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Data Mining and Machine Learning
Mohammed J. Zaki, Wagner Meira Jr
202087 citations
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GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension
Yu Chen, Ling-Fei Wu, Mohammed J. Zaki
2019International Joint Conference on Artificial Intelligence81 citations Open access
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Toward Subgraph-Guided Knowledge Graph Question Generation With Graph Neural Networks
Yu Chen, Ling-Fei Wu, Mohammed J. Zaki
2020IEEE Transactions on Neural Networks and Learning Systems79 citations Open access
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A distributed approach for graph mining in massive networks
Nilothpal Talukder, Mohammed J. Zaki
2016Data mining and knowledge discovery79 citations
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ProfileRank: finding relevant content and influential users based on information diffusion
A. Silva, Sara Guimarães, Wagner Meira Jr, Mohammed J. Zaki
2013Social Network Mining and Analysis78 citations
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KATE: K-Competitive Autoencoder for Text
Yu Chen, Mohammed J. Zaki
2017Knowledge Discovery and Data Mining77 citations
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Reachability Queries in Very Large Graphs: A Fast Refined Online Search Approach
R. R. Veloso, L. Cerf, Wagner Meira Jr, Mohammed J. Zaki
2014International Conference on Extending Database Technology71 citations
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A Survey of Figurative Language and Its Computational Detection in Online Social Networks
M. Abulaish, Ashraf Kamal, Mohammed J. Zaki
2020ACM Transactions on the Web69 citations
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Trends in computer science research
Apirak Hoonlor, B. Szymanski, Mohammed J. Zaki
2013Communications of the ACM69 citations Open access
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MALOnt: An Ontology for Malware Threat Intelligence
Nidhi Rastogi, Sharmishtha Dutta, Mohammed J. Zaki, Alex Gittens +1 more
2020Deployable Machine Learning for Security Defense60 citations Open access
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Deep Iterative and Adaptive Learning for Graph Neural Networks
Yu Chen, Ling-Fei Wu, Mohammed J. Zaki
2019arXiv.org53 citations
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Edge-augmented Graph Transformers: Global Self-attention is Enough for Graphs
Md Shamim Hussain, Mohammed J. Zaki, D. Subramanian
2021arXiv.org48 citations
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Rheem: Enabling Multi-Platform Task Execution
D. Agrawal, Lamine Ba, Laure Berti-Équille, Sanjay Chawla +11 more
2016SIGMOD Conference47 citations
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RECIPTOR: An Effective Pretrained Model for Recipe Representation Learning
Diya Li, Mohammed J. Zaki
2020Knowledge Discovery and Data Mining42 citations
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DAGGER: A Scalable Index for Reachability Queries in Large Dynamic Graphs
Hilmi Yildirim, V. Chaoji, Mohammed J. Zaki
2013arXiv.org37 citations
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Health-guided recipe recommendation over knowledge graphs
Diya Li, Mohammed J. Zaki, Ching-Hua Chen
2022Journal of Web Semantics33 citations
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Road to Freedom in Big Data Analytics
D. Agrawal, Sanjay Chawla, A. Elmagarmid, Zoi Kaoudi +5 more
2016International Conference on Extending Database Technology33 citations
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Unmasking Fracture Risk in Type 2 Diabetes: The Association of Longitudinal Glycemic Hemoglobin Level and Medications.
Bowen Wang, Zehai Wang, A. Poundarik, Mohammed J. Zaki +4 more
2021Journal of Clinical Endocrinology and Metabolism31 citations Open access
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Can a Fruit Fly Learn Word Embeddings?
Yuchen Liang, Chaitanya K. Ryali, Benjamin Hoover, Saket Navlakha +3 more
2021International Conference on Learning Representations31 citations
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Approximate graph mining with label costs
Pranay Anchuri, Mohammed J. Zaki, Omer Barkol, Shahar Golan +1 more
2013Knowledge Discovery and Data Mining29 citations
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A Framework for Benchmarking Discrimination-Aware Models in Machine Learning
Rodrigo L. Cardoso, Wagner Meira, Jr, Virgílio A. F. Almeida, Mohammed J. Zaki
2019AAAI/ACM Conference on AI, Ethics, and Society25 citations
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Domain-Specific Keyword Extraction Using Joint Modeling of Local and Global Contextual Semantics
M. Abulaish, Mohd Fazil, Mohammed J. Zaki
2022ACM Transactions on Knowledge Discovery from Data22 citations
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Learning sequential classifiers from long and noisy discrete-event sequences efficiently
Gessé Dafé, Adriano Veloso, Mohammed J. Zaki, Wagner Meira Jr
2015Data mining and knowledge discovery21 citations
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Personal Health Knowledge Graphs for Patients
Nidhi Rastogi, Mohammed J. Zaki
2020arXiv.org20 citations
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Parallel Graph Mining with GPUs
Robert Kessl, Nilothpal Talukder, Pranay Anchuri, Mohammed J. Zaki
2014BigMine20 citations
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A Query-oriented Approach for Relevance in Citation Networks
Luam C. Totti, P. Mitra, M. Ouzzani, Mohammed J. Zaki
2016The Web Conference19 citations
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End-to-end Differentiable Clustering with Associative Memories
Bishwajit Saha, Dmitry Krotov, Mohammed J. Zaki, P. Ram
2023International Conference on Machine Learning18 citations Open access
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TINKER: A framework for Open source Cyberthreat Intelligence
Nidhi Rastogi, Sharmishtha Dutta, Mohammed J. Zaki, Alex Gittens +1 more
2021International Conference on Trust, Security and Privacy in Computing and Communications18 citations Open access
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Comparative text analytics via topic modeling in banking
Yu Chen, R. Rabbani, Aparna Gupta, Mohammed J. Zaki
2017IEEE Symposium Series on Computational Intelligence17 citations
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A Novel Approach for Resource Estimation of Highly Skewed Gold Using Machine Learning Algorithms
Mohammed J. Zaki, Shao-Jie Chen, Ji-Cheng Zhang, Fan Feng +3 more
2022Minerals14 citations Open access
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Towards a Better Quality Metric for Graph Cluster Evaluation
H. Almeida, D. Guedes, Wagner Meira Jr, Mohammed J. Zaki
2012Journal of Information and Data Management14 citations
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Predicting Math Performance from Raw Large-Scale Educational Assessments Data : A Machine Learning Approach
Mirka Saarela, B. Yener, Mohammed J. Zaki, T. Kärkkäinen
201613 citations
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Modern Hopfield Networks for graph embedding
Yuchen Liang, Dmitry Krotov, Mohammed J. Zaki
2022Frontiers in Big Data12 citations Open access
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A Framework for Generating Summaries from Temporal Personal Health Data
Jon Harris, Ching-Hua Chen, Mohammed J. Zaki
2021ACM Trans. Comput. Heal.12 citations
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Analysis of year-over-year changes in Risk Factors Disclosure in 10-K filings
Vipula Rawte, Aparna Gupta, Mohammed J. Zaki
2018DSMM@SIGMOD12 citations
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An Efficient Heartbeats Classifier Based on Optimizing Convolutional Neural Network Model
Eman A. Maghawry, Tarek F. Gharib, R. Ismail, Mohammed J. Zaki
2021IEEE Access11 citations Open access
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Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model
Yu Chen, Ling-Fei Wu, Mohammed J. Zaki
2019arXiv.org11 citations
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Stochastic subspace search for top-k multi-view clustering
Geng Li, Stephan Günnemann, Mohammed J. Zaki
2013MultiClust@KDD11 citations Open access
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DOCUMENT CLUSTERING WITH BURSTY INFORMATION
Apirak Hoonlor, B. Szymanski, Mohammed J. Zaki, V. Chaoji
201310 citations
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