Gel, Yulia R.
- Defending against Backdoors in Federated Learning with Robust Learning\n Rate
2020/07/07 by Mustafa Safa Özdayi, Murat Kantarcıoğlu, Ozdayi, Mustafa Safa +3 · 18 citations
Computer Science · #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Privacy-Preserving Technologies in Data
- Topological Relational Learning on Graphs
2021/10/29 by Yuzhou Chen, Barış Coşkunuzer, Chen, Yuzhou +3 · 6 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topological and Geometric Data Analysis
- BScNets: Block Simplicial Complex Neural Networks
2021/12/13 by Chen, Yuzhou, Gel, Yulia R., Poor, H. Vincent · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Blockchain: A Graph Primer
2017/08/10 by Cüneyt Gürcan Akçora, Akcora, Cuneyt Gurcan, Yulia R. Gel +3 · 3 citations
Computer Science · Physics and Astronomy · #Blockchain Technology Applications and Security #Complex Network Analysis Techniques #Peer-to-Peer Network Technologies
- Harnessing the power of Topological Data Analysis to detect change points in time series
2019/10/28 by Islambekov, Umar, Yuvaraj, Monisha, Gel, Yulia R. · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- TopoGCL: Topological Graph Contrastive Learning
2024/06/25 by Yuzhou Chen, Chen, Yuzhou, José María Martínez Frías +3 · 5 citations
Computer Science · #Advanced Graph Neural Networks
- Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of Ethereum Graph
2019/12/20 by Yitao Li, Umar Islambekov, Li, Yitao +9 · 2 citations
Computer Science · Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #FOS: Computer and information sciences #FOS: Economics and business #Functional Brain Connectivity Studies #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Statistical Finance (q-fin.ST) #Topological and Geometric Data Analysis
- Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting
2021/05/10 by Chen, Yuzhou, Segovia-Dominguez, Ignacio, Gel, Yulia R. · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Topological Pooling on Graphs
2023/03/25 by Chen, Yuzhou, Gel, Yulia R. · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- Motif-based analysis of power grid robustness under attacks
2017/07/16 by Dey, Asim Kumer, Gel, Yulia R., Poor, H. Vincent · 1 citation
#Applications (stat.AP) #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph)
- Seven open problems in applied combinatorics
2023/03/20 by Sinan G. Aksoy, Aksoy, Sinan G., Ryan S. Bennink +23 · 2 citations
Computer Science · #05C65 #05C90 #55N31 #62R40 #65D25 #65F10 #65Y04 #81P68 #Combinatorics (math.CO) #Discrete Mathematics (cs.DM) #FOS: Computer and information sciences #FOS: Mathematics #FOS: Physical sciences #Graph Labeling and Dimension Problems #Graph Theory and Algorithms #Machine Learning (cs.LG) #Numerical Analysis (math.NA) #Quantum Physics (quant-ph) #Topological and Geometric Data Analysis
- ChainNet: Learning on Blockchain Graphs with Topological Features
2019/08/18 by Abay, Nazmiye Ceren, Akcora, Cuneyt Gurcan, Gel, Yulia R. +4 · 1 citation
#FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistical Finance (q-fin.ST)