Theodore L. Willke
4 papers · 2018–2025 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (14) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Academic Marathon (7)
π
Cross-Pollinator
(14)
π
Renaissance Researcher
(7)
π
Conference Pioneer
Conferences
ECCV (1)
EMNLP (1)
NAACL (1)
NIPS (1)
Top co-authors
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
NIPS 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