YG
Yulia R. Gel
cs.LGstat.MLcs.AIcs.CRstat.APcs.SImath.ATphysics.soc-phcs.CGcs.CY
On Valency
published · living versionsW_qpky89je·v1 · currentpublished
Adaptive Uncertainty Quantification on Simplicial Complexes with Conformalized Simplicial Neural Networks
with Lekun Wang, Jaidev Goel, Yao Xie
1 version
Preprints & journals
53 papers in the corpus · 2010–2026Graph Representation via Elements of Discrete Morse and Cobordism Theories2610.01937v1 · Jennifer Rozenblit, Chenguang Yang, Yuxin Liu et al.2026 · 0 citationsarXiv
Skynet: Workflow-Level Anomaly Detection for Agentic AI via Semantic and Structural Modeling2609.06835v2 · Chaoyu Zhang, Hexuan Yu, Heng Jin et al.2026 · 0 citationsarXiv
LLM-ACES: Closed-Loop Discovery of Dynamical Systems with LLM-Guided Adaptive Search2606.25039v1 · Nikhil Abhyankar, Sha Li, Sanchit Kabra et al.2026 · 0 citationsarXiv
Topology-Aware Reinforcement Learning over Graphs for Resilient Power Distribution Networks2603.06964v1 · Roshni Anna Jacob, Prithvi Poddar, Jaidev Goel et al.2026 · 0 citations2026 IEEE Power & Energy Society General Meeting (PESGM)
Community detection robustness of graph neural networks2509.24662v1 · Jaidev Goel, Pablo Moriano, Ramakrishnan Kannan et al.2025 · 2 citationsPhysical Review Research, 8, 023123, 2026
TMetaNet: Topological Meta-Learning Framework for Dynamic Link Prediction2506.00453v1 · Hao Li, Hao Wan, Yuzhou Chen et al.2025 · 1 citationarXiv
When Witnesses Defend: A Witness Graph Topological Layer for Adversarial Graph Learning2409.14161v3 · Naheed Anjum Arafat, Debabrota Basu, Yulia Gel et al.2024 · 4 citationsarXiv
TopoGCL: Topological Graph Contrastive Learning2406.17251v1 · Yuzhou Chen, Jose Frias, Yulia R. Gel2024 · 30 citationsarXiv
Real-time outage management in active distribution networks using reinforcement learning over graphs.38834603 · Jacob, Roshni Anna, Paul, Steve, Chowdhury, Souma et al.2024 · 99 citationsNature communications. 2024;15(1):4766
Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence2401.13157v1 · Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen et al.2024 · 3 citationsAAAI 2024
EMP: Effective Multidimensional Persistence for Graph Representation Learning2401.13713v1 · Ignacio Segovia-Dominguez, Yuzhou Chen, Cuneyt G. Akcora et al.2024 · 1 citationLoG 2023
A simplicial epidemic model for COVID-19 spread analysis.38147553 · Chen, Yuzhou, Gel, Yulia R, Marathe, Madhav V et al.2023 · 39 citationsProceedings of the National Academy of Sciences of the United States of America. 2024;121(1):e2313171120
Topological Pooling on Graphs2303.14543v1 · Yuzhou Chen, Yulia R. Gel2023 · 14 citationsarXiv
Seven open problems in applied combinatorics2303.11464v1 · Sinan G. Aksoy, Ryan Bennink, Yuzhou Chen et al.2023 · 1 citationarXiv
Efficient Planning of Multi-Robot Collective Transport using Graph Reinforcement Learning with Higher Order Topological Abstraction2303.08933v2 · Steve Paul, Wenyuan Li, Brian Smyth et al.2023 · 18 citationsarXiv
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT2211.13708v1 · Cuneyt Gurcan Akcora, Murat Kantarcioglu, Yulia R. Gel et al.2022 · 1 citationarXiv
Learning on Health Fairness and Environmental Justice via Interactive Visualization2211.09967v1 · Abdullah-Al-Raihan Nayeem, Ignacio Segovia-Dominguez, Huikyo Lee et al.2022 · 3 citationsarXiv
Evaluating Distribution System Reliability with Hyperstructures Graph Convolutional Nets2211.07645v1 · Yuzhou Chen, Tian Jiang, Miguel Heleno et al.2022 · 4 citationsarXiv
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery10.1101/2022.11.08.515685v1 · Demir, A., Coskunuzer, B., Segovia-Dominguez, I. et al.2022 · 6 citationsbioRxiv
ToDD: Topological Compound Fingerprinting in Computer-Aided Drug Discovery2211.03808v1 · Andac Demir, Baris Coskunuzer, Ignacio Segovia-Dominguez et al.2022 · 6 citationsarXiv
BScNets: Block Simplicial Complex Neural Networks2112.06826v1 · Yuzhou Chen, Yulia R. Gel, H. Vincent Poor2021 · 33 citationsarXiv
Blockchain networks: Data structures of Bitcoin, Monero, Zcash, Ethereum, Ripple, and Iota.35865106 · Akcora, Cuneyt Gurcan, Gel, Yulia R, Kantarcioglu, Murat2022 · 48 citationsWiley interdisciplinary reviews. Data mining and knowledge discovery. 2022;12(1):e1436
Topological Relational Learning on Graphs2110.15529v1 · Yuzhou Chen, Baris Coskunuzer, Yulia R. Gel2021 · 17 citationsarXiv
Using NASA Satellite Data Sources and Geometric Deep Learning to Uncover Hidden Patterns in COVID-19 Clinical Severity2110.10849v1 · Ignacio Segovia-Dominguez, Huikyo Lee, Zhiwei Zhen et al.2021 · 1 citationarXiv
Topological Anomaly Detection in Dynamic Multilayer Blockchain Networks2106.01806v2 · Dorcas Ofori-Boateng, Ignacio Segovia Dominguez, Murat Kantarcioglu et al.2021 · 25 citationsarXiv
Topological clustering of multilayer networks.34006639 · Yuvaraj, Monisha, Dey, Asim K, Lyubchich, Vyacheslav et al.2021 · 54 citationsProceedings of the National Academy of Sciences of the United States of America. 2021;118(21)
Z-GCNETs: Time Zigzags at Graph Convolutional Networks for Time Series Forecasting2105.04100v1 · Yuzhou Chen, Ignacio Segovia-Dominguez, Yulia R. Gel2021 · 96 citationsarXiv
Smart Vectorizations for Single and Multiparameter Persistence2104.04787v1 · Baris Coskunuzer, CUneyt Gurcan Akcora, Ignacio Segovia Dominguez et al.2021 · 0 citationsarXiv
Modeling Weather-induced Home Insurance Risks with Support Vector Machine Regression2103.08761v1 · Asim K. Dey, Vyacheslav Lyubchich, Yulia R. Gel2021 · 1 citationarXiv
Ensemble Forecasting of the Zika Space-TimeSpread with Topological Data Analysis2009.13423v1 · Marwah Soliman, Vyacheslav Lyubchich, Yulia R. Gel2020 · 14 citationsEnvironmetrics, 2020
How to Not Get Caught When You Launder Money on Blockchain?2010.15082v1 · Cuneyt G. Akcora, Sudhanva Purusotham, Yulia R. Gel et al.2020 · 3 citationsarXiv
LFGCN: Levitating over Graphs with Levy Flights2009.02365v1 · Yuzhou Chen, Yulia R. Gel, Konstantin Avrachenkov2020 · 11 citationsarXiv
Defending against Backdoors in Federated Learning with Robust Learning Rate2007.03767v4 · Mustafa Safa Ozdayi, Murat Kantarcioglu, Yulia R. Gel2020 · 241 citationsarXiv
Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of Ethereum Graph1912.10105v1 · Yitao Li, Umar Islambekov, Cuneyt Akcora et al.2019 · 4 citationsarXiv
Nonparametric Anomaly Detection on Time Series of Graphs10.1101/2019.12.15.876730v4 · Ofori-Boateng, D., Gel, Y., Cribben, I.2019 · 15 citationsbioRxiv
Harnessing the power of Topological Data Analysis to detect change points in time series1910.12939v1 · Umar Islambekov, Monisha Yuvaraj, Yulia R. Gel2019 · 3 citationsarXiv
Unsupervised Space-Time Clustering using Persistent Homology1910.11525v1 · Umar Islambekov, Yulia Gel2019 · 25 citationsarXiv
What network motifs tell us about resilience and reliability of complex networks.31511422 · Dey, Asim K, Gel, Yulia R, Poor, H Vincent2020 · 128 citationsProceedings of the National Academy of Sciences of the United States of America. 2019;116(39):19368-19373
ChainNet: Learning on Blockchain Graphs with Topological Features1908.06971v1 · Nazmiye Ceren Abay, Cuneyt Gurcan Akcora, Yulia R. Gel et al.2019 · 57 citationsarXiv
BitcoinHeist: Topological Data Analysis for Ransomware Detection on the Bitcoin Blockchain1906.07852v1 · Cuneyt Gurcan Akcora, Yitao Li, Yulia R. Gel et al.2019 · 49 citationsarXiv
Complementing the power of deep learning with statistical model fusion: Probabilistic forecasting of influenza in Dallas County, Texas, USA.31182294 · Soliman, Marwah, Lyubchich, Vyacheslav, Gel, Yulia R2020 · 28 citationsEpidemics. 2019;28:100345
Snowboot: Bootstrap Methods for Network Inference1902.09029v1 · Yuzhou Chen, Yulia R. Gel, Vyacheslav Lyubchich et al.2019 · 8 citationsThe R Journal (2018) 10:2, pages 95-113
Bitcoin Risk Modeling with Blockchain Graphs1805.04698v1 · Cuneyt Akcora, Matthew Dixon, Yulia Gel et al.2018 · 57 citationsarXiv
Blockchain: A Graph Primer1708.08749v2 · Cuneyt Gurcan Akcora, Yulia R. Gel, Murat Kantarcioglu2017 · 35 citationsarXiv
Bootstrap quantification of estimation uncertainties in network degree distributions.28724937 · Gel, Yulia R, Lyubchich, Vyacheslav, Ramirez Ramirez, L Leticia2019 · 28 citationsScientific reports. 2017;7(1):5807
Motif-based analysis of power grid robustness under attacks1708.06738v1 · Asim Kumer Dey, Yulia R. Gel, H. Vincent Poor2017 · 19 citationsarXiv
Forecasting influenza in Hong Kong with Google search queries and statistical model fusion.28464015 · Xu, Qinneng, Gel, Yulia R, Ramirez Ramirez, L Leticia et al.2017 · 110 citationsPloS one. 2017;12(5):e0176690
A computational method for computing an Alzheimer's disease progression score; experiments and validation with the ADNI data set.25444605 · Jedynak, Bruno M, Liu, Bo, Lang, Andrew et al.2015 · 23 citationsNeurobiology of aging. 2015;36 Suppl 1:S178-84
Using bootstrap for statistical inference on random graphs1402.3647v3 · Mary E. Thompson, Lilia Leticia Ramirez Ramirez, Vyacheslav Lyubchich et al.2014 · 19 citationsarXiv
A new surveillance and spatio-temporal visualization tool SIMID: SIMulation of infectious diseases using random networks and GIS.23566710 · Ramírez-Ramírez, Lilia L, Gel, Yulia R, Thompson, Mary et al.2013 · 29 citationsComputer methods and programs in biomedicine. 2013;110(3):455-70
Career total: 229 works. 53 are in this corpus.Showing the 50 most recent.
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