Cuneyt Gurcan Akcora

Frontiers Blockchain, 2024

SoK: Prompt Hacking of Large Language Models.

[BibT_eX]

[DOI]

CoRR, 2024

ClassContrast: Bridging the Spatial and Contextual Gaps for Node Representations.

[BibT_eX]

[DOI]

CoRR, 2024

TopER: Topological Embeddings in Graph Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2024

Topological Methods in Machine Learning: A Tutorial for Practitioners.

[BibT_eX]

[DOI]

Baris Coskunuzer

Cüneyt Gürcan Akçora

CoRR, 2024

Towards Neural Scaling Laws for Foundation Models on Temporal Graphs.

[BibT_eX]

[DOI]

CoRR, 2024

Machine Learning for Blockchain Data Analysis: Progress and Opportunities.

[BibT_eX]

[DOI]

Poupak Azad

CoRR, 2024

Explaining the Power of Topological Data Analysis in Graph Machine Learning.

[BibT_eX]

[DOI]

Funmilola Mary Taiwo

Umar Islambekov

CoRR, 2024

GraphPulse: Topological representations for temporal graph property prediction.

[BibT_eX]

[DOI]

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Chainlet Orbits: Topological Address Embedding for the Bitcoin Blockchain.

[BibT_eX]

[DOI]

CoRR, 2023

A fast topological approach for predicting anomalies in time-varying graphs.

[BibT_eX]

[DOI]

CoRR, 2023

Core-based Trend Detection in Blockchain Networks.

[BibT_eX]

[DOI]

Jason Zhu

Ignacio Segovia-Dominguez

CoRR, 2023

Deep Learning-Based Credit Score Prediction: Hybrid LSTM-GRU Model.

[BibT_eX]

[DOI]

Golnaz Sababipour ASL

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

EMP: Effective Multidimensional Persistence for Graph Representation Learning.

[BibT_eX]

[DOI]

Yuzhou Chen

Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

CALOSYS - A Robust Blockchain-based Marketing Loan Ecosystem for Small Businesses.

[BibT_eX]

[DOI]

Kiarash Shamsi

Koosha Esmaeilzadeh Khorasani

Sara Rouhani

Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2023

2022

Blockchain networks: Data structures of Bitcoin, Monero, Zcash, Ethereum, Ripple, and Iota.

[BibT_eX]

[DOI]

WIREs Data Mining Knowl. Discov., 2022

Topological Forest.

[BibT_eX]

[DOI]

IEEE Access, 2022

Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Graph-based Management and Mining of Blockchain Data.

[BibT_eX]

[DOI]

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

2021

GraphBoot: Quantifying Uncertainty in Node Feature Learning on Large Networks.

[BibT_eX]

[DOI]

Bhavani Thuraisingham

IEEE Trans. Knowl. Data Eng., 2021

Smart Vectorizations for Single and Multiparameter Persistence.

[BibT_eX]

[DOI]

Baris Coskunuzer

Ignacio Segovia-Dominguez

Zhiwei Zhen

Ignacio Segovia-Dominguez

CoRR, 2021

Topological Anomaly Detection in Dynamic Multilayer Blockchain Networks.

[BibT_eX]

[DOI]

Dorcas Ofori-Boateng

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Alphacore: Data Depth based Core Decomposition.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Data Science on Blockchains.

[BibT_eX]

[DOI]

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

AI for Security and Security for AI.

[BibT_eX]

[DOI]

Proceedings of the CODASPY '21: Eleventh ACM Conference on Data and Application Security and Privacy, 2021

2020

How to Not Get Caught When You Launder Money on Blockchain?

[BibT_eX]

[DOI]

Sudhanva Purusotham

Mitchell Krawiec-Thayer

CoRR, 2020

Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of the Ethereum Graph?

[BibT_eX]

[DOI]

Proceedings of the 2020 SIAM International Conference on Data Mining, 2020

BitcoinHeist: Topological Data Analysis for Ransomware Prediction on the Bitcoin Blockchain.

[BibT_eX]

[DOI]

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

2019

BitcoinHeist: Topological Data Analysis for Ransomware Detection on the Bitcoin Blockchain.

[BibT_eX]

[DOI]

CoRR, 2019

ChainNet: Learning on Blockchain Graphs with Topological Features.

[BibT_eX]

[DOI]

Bhavani Thuraisingham

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

2018

Similarity Metrics on Social Networks.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Graphical User Interfaces for Privacy Settings.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Social Network Analysis and Mining, 2nd Edition, 2018

Forecasting Bitcoin Price with Graph Chainlets.

[BibT_eX]

[DOI]

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Attacklets: Modeling High Dimensionality in Real World Cyberattacks.

[BibT_eX]

[DOI]

Bhavani Thuraisingham

Proceedings of the 2018 IEEE International Conference on Intelligence and Security Informatics, 2018

Blockchain Data Analytics.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2018

2017

Blockchain: A Graph Primer.

[BibT_eX]

[DOI]

CoRR, 2017

2015

Temporal Rules Discovery for Web Data Cleaning.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2015

2014

Similarity Metrics on Social Networks.

[BibT_eX]

[DOI]

Encyclopedia of Social Network Analysis and Mining, 2014

Profiling user interactions on online social networks.

[BibT_eX]

[DOI]

Cüneyt Gürcan Akçora

PhD thesis, 2014

Detecting anomalies in social network data consumption.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2014

Discovering trust patterns in ego networks.

[BibT_eX]

[DOI]

Proceedings of the 2014 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2014

2013

User similarities on social networks.

[BibT_eX]

[DOI]

Soc. Netw. Anal. Min., 2013

Trend sensing via Twitter.

[BibT_eX]

[DOI]

Int. J. Ad Hoc Ubiquitous Comput., 2013

Multi-Dimensional Conversation Analysis Across Online Social Networks.

[BibT_eX]

[DOI]

William Lucia

Proceedings of the 2013 International Conference on Cloud and Green Computing, Karlsruhe, Germany, September 30, 2013

2012

Risks of Friendships on Social Networks.

[BibT_eX]

[DOI]

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

Privacy in Social Networks: How Risky is Your Social Graph?

[BibT_eX]

[DOI]

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

2011

Network and profile based measures for user similarities on social networks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

2010

Crowd-sourced sensing and collaboration using twitter.

[BibT_eX]

[DOI]

Hakan Ferhatosmanoglu

Proceedings of the 11th IEEE International Symposium on a World of Wireless, 2010

Identifying breakpoints in public opinion.

[BibT_eX]

[DOI]