Tyler Cody
4 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(10)
Top co-authors
Research topics
Keywords
graph neural network
(2)
transfer learning
(1)
dependency parsing
(1)
non-iid learning
(1)
autonomous agent
(1)
uncertainty estimation
(1)
modular architecture
(1)
semantic dependency
(1)
pac-bayesian generalization bound
(1)
adaptive planning
(1)
large language model
(1)
multi-agent system
(1)
penetration testing
(1)
generalization capabilities
(1)
fine-tuning dynamics
(1)
llm selection
(1)
neural tangent kernel
(1)
rectified scaling model
(1)
Papers
From Capabilities to Performance: Evaluating Key Functional Properties of LLM Architectures in Penetration Testing
EMNLP 2025
GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models
EMNLP 2025
LensLLM: Unveiling Fine-Tuning Dynamics for LLM Selection
ICML 2025
EvoluNet: Advancing Dynamic Non-IID Transfer Learning on Graphs
ICML 2024