Theodore L. Willke
4 papers · 2018–2025 · 4 venues · across top CS/AI venues
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Achievements
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๐ Conference Polyglot ยท Bronze ๐ Academic Marathon ยท Sprint ๐ Interdisciplinary Bridge ยท Silver ๐บ๏ธ Taxonomy Completionist (14) ๐ Conference Pioneer
๐
Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(2)
Deep Learning
(2)
Machine Learning
(2)
Architectures
(2)
Learning Paradigms
(2)
Learning Types
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Core AI
(1)
Core Methods
(1)
Foundations
(1)
Generation
(1)
Methods
(1)
Keywords
zero-shot learning
(2)
graph neural network
(2)
policy optimization
(1)
in-context learning
(1)
prompt engineering
(1)
code generation
(1)
graph structure
(1)
neural network optimization
(1)
entity relationship
(1)
knowledge graph
(1)
directed acyclic graph
(1)
computation graph
(1)
device placement
(1)
neural network compilation
(1)
zero-shot setting
(1)
multi-step reasoning
(1)
large language model
(1)
parallel code
(1)
representation learning
(1)
code parallelization
(1)
Papers
AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs
NAACL 2025
A Structure-Aware Framework for Learning Device Placements on Computation Graphs
NeurIPS 2024
Structure Guided Prompt: Instructing Large Language Model in Multi-Step Reasoning by Exploring Graph Structure of the Text
EMNLP 2024
Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-out Classifiers
ECCV 2018