Murat Kantarcioglu
9 papers · 2020–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (23) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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The Questioner
(2)
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Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Data Science & Analytics
(3)
Deep Learning
(3)
Methods
(3)
Optimization & Theory
(3)
Computer Science
(2)
Applications
(2)
Architectures
(2)
Core AI
(2)
Learning Types
(2)
Healthcare & Medicine
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Keywords
topological data analysis
(2)
human decision-making
(2)
uncertainty quantification
(1)
graph analysis
(1)
question answering
(1)
knowledge representation
(1)
behavioral experiment
(1)
adversarial attack
(1)
pattern recognition
(1)
explainable ai
(1)
graph topology
(1)
persistent homology
(1)
fraud detection
(1)
backdoor attack
(1)
model robustness
(1)
learning rate
(1)
graph classification
(1)
goodness-of-fit testing
(1)
node classification
(1)
federated learning
(1)
Papers
GOttack: Universal Adversarial Attacks on Graph Neural Networks via Graph Orbits Learning
ICLR 2025
Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation
EMNLP 2024
Using AI Uncertainty Quantification to Improve Human Decision-Making
ICML 2024
Graph of Graphs: A New Knowledge Representation Mechanism for Graph Learning (Student Abstract)
AAAI 2023
Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains
NeurIPS 2022
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
NeurIPS 2022
Defending against Backdoors in Federated Learning with Robust Learning Rate
AAAI 2021
Does Explainable Artificial Intelligence Improve Human Decision-Making?
AAAI 2021
BitcoinHeist: Topological Data Analysis for Ransomware Prediction on the Bitcoin Blockchain
IJCAI 2020