Murat Kantarcioglu
9 papers · 2020–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (6) π Academic Marathon (5) π Renaissance Researcher (7) πΊοΈ Taxonomy Completionist (19)
π
Academic Marathon
(5)
π
Renaissance Researcher
(7)
π
Interdisciplinary Bridge
π
Grand Slam
π₯
Unstoppable
(6)
β
The Questioner
(2)
Conferences
AAAI (3)
NIPS (2)
EMNLP (1)
ICLR (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
topological data analysis
(2)
graph classification
(1)
hallucination mitigation
(1)
question answering
(1)
knowledge representation
(1)
explainable ai
(1)
graph analysis
(1)
pattern recognition
(1)
human decision-making
(1)
persistent homology
(1)
fraud detection
(1)
backdoor attack
(1)
learning rate
(1)
goodness-of-fit testing
(1)
federated learning
(1)
retrieval-augmented generation
(1)
hallucination detection
(1)
graph algorithm
(1)
reliability testing
(1)
retrieval augmented generation
(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
Reduction Algorithms for Persistence Diagrams of Networks: CoralTDA and PrunIT
NIPS 2022
Chartalist: Labeled Graph Datasets for UTXO and Account-based Blockchains
NIPS 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