Zaki, Mohammed J.
- Can a Fruit Fly Learn Word Embeddings?
2021/01/18 by Yuchen Liang, Chaitanya K. Ryali, Liang, Yuchen +11 · 3 voices · 3 citations
Agricultural and Biological Sciences · Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · Neuroscience · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #Neurobiology and Insect Physiology Research #Neurons and Cognition (q-bio.NC) #Plant and animal studies #cs.CL #cs.LG #cs.NE #q-bio.NC #stat.ML
- Iterative Deep Graph Learning for Graph Neural Networks: Better and Robust Node Embeddings
2020/06/21 by Yu Chen, Chen, Yu, Lingfei Wu +3 · 14 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Topic Modeling #Brain Tumor Detection and Classification
- Memorization to Generalization: Emergence of Diffusion Models from Associative Memory
2025/05/27 by Bao Pham, Pham The Bao, Gabriel Raya +10 · 1 voice · 11 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · Neuroscience · Physics and Astronomy · #Cognitive Science and Education Research #Neural Networks and Applications #cond-mat.dis-nn #cs.CV #cs.LG #q-bio.NC #stat.ML
- Arabesque: A System for Distributed Graph Mining - Extended version
2015/10/14 by Teixeira, Carlos H. C., Fonseca, Alexandre J., Serafini, Marco +3 · 3 citations
#Distributed #FOS: Computer and information sciences #Parallel #and Cluster Computing (cs.DC)
- GraphFlow: Exploiting Conversation Flow with Graph Neural Networks for Conversational Machine Comprehension
2019/07/31 by Yu Chen, Lingfei Wu, Chen, Yu +3 · 7 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Bidirectional Attentive Memory Networks for Question Answering over Knowledge Bases
2019/03/06 by Yu Chen, Chen, Yu, Lingfei Wu +3 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Triplet Interaction Improves Graph Transformers: Accurate Molecular Graph Learning with Triplet Graph Transformers
2024/02/07 by Md. Shamim Hussain, Mohammed J. Zaki, Hussain, Md Shamim +3 · 5 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Computational Drug Discovery Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation
2019/08/14 by Yu Chen, Chen, Yu, Lingfei Wu +3 · 2 citations
Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- DAGGER: A Scalable Index for Reachability Queries in Large Dynamic Graphs
2013/01/06 by Hilmi Yildirim, Hilmi Yıldırım, Vineet Chaoji +4 · 3 citations
Computer Science · #Advanced Database Systems and Queries #Data Management and Algorithms #Data Structures and Algorithms (cs.DS) #Databases (cs.DB) #FOS: Computer and information sciences #Graph Theory and Algorithms #H.3.3 #cs.DB #cs.DS
- End-to-end Differentiable Clustering with Associative Memories
2023/06/05 by Bishwajit Saha, Dmitry Krotov, Saha, Bishwajit +5 · 3 citations
Computer Science · Physics and Astronomy · #Neural Networks and Applications #Complex Network Analysis Techniques #Time Series Analysis and Forecasting
- TINKER: A framework for Open source Cyberthreat Intelligence
2021/02/10 by Nidhi Rastogi, Sharmishtha Dutta, Rastogi, Nidhi +7 · 1 citation
Computer Science · Social Sciences · #Advanced Malware Detection Techniques #Intelligence, Security, War Strategy #Information and Cyber Security
- KATE: K-Competitive Autoencoder for Text
2017/05/04 by Yu Chen, Chen, Yu, Mohammed J. Zaki +1 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
- Replacing Paths with Connection-Biased Attention for Knowledge Graph Completion
2024/10/01 by Dutta, Sharmishtha, Gittens, Alex, Zaki, Mohammed J. +1 · 1 citation
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Natural Question Generation with Reinforcement Learning Based Graph-to-Sequence Model
2019/10/19 by Yu Chen, Lingfei Wu, Chen, Yu +3 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling