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Erchin Serpedin β most-cited papers & profile Β· Computer Vision
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Erchin Serpedin
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Most-cited papers
Joint Sensor Deployment and Physics-Informed Graph Transformer for Smart Grid Attack Detection
2026
Halluverse-M^3: A multitask multilingual benchmark for hallucination in LLMs
2026
How Far Can You Grow? Characterizing the Extrapolation Frontier of Graph Generative Models for Materials Science
2026
Theorem-of-Thought: A Multi-Agent Framework for Abductive, Deductive, and Inductive Reasoning in Language Models
2025
Understanding the Capabilities of Molecular Graph Neural Networks in Materials Science Through Multimodal Learning and Physical Context Encoding
2025
SAFE: A Sparse Autoencoder-Based Framework for Robust Query Enrichment and Hallucination Mitigation in LLMs
2025
SINdex: Semantic INconsistency Index for Hallucination Detection in LLMs
2025
Deep Recurrent Electricity Theft Detection in AMI Networks with Random Tuning of Hyper-parameters
2018
Graph Neural Networks Based Detection of Stealth False Data Injection Attacks in Smart Grids
2021
Topics
cs.LG
cs.AI
cs.SY
eess.SY
cond-mat.mtrl-sci
cs.NE
hallucination
cond-mat.mes-hall
physics.atm-clus
Prompting