Luca Beurer-Kellner
6 papers · 2022–2024 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
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Triple Crown
Venues
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Research topics
Artificial Intelligence
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Core AI
(3)
Generation
(3)
Deep Learning
(2)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Computer Science
(1)
Applications
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
adversarial learning
(1)
multi-task learning
(1)
adversarial robustness
(1)
domain adaptation
(1)
automated planning
(1)
constraint satisfaction
(1)
distribution shift
(1)
program analysis
(1)
synthetic data
(1)
constrained decoding
(1)
security evaluation
(1)
speculative decoding
(1)
model composition
(1)
speculative sampling
(1)
prompt injection
(1)
ai agent
(1)
tool execution
(1)
bug detection
(1)
network configuration
(1)
Papers
AgentDojo: A Dynamic Environment to Evaluate Prompt Injection Attacks and Defenses for LLM Agents
NeurIPS 2024
Controlled Text Generation via Language Model Arithmetic
ICLR 2024
Guiding LLMs The Right Way: Fast, Non-Invasive Constrained Generation
ICML 2024
Prompt Sketching for Large Language Models
ICML 2024
Learning to Configure Computer Networks with Neural Algorithmic Reasoning
NeurIPS 2022
On Distribution Shift in Learning-based Bug Detectors
ICML 2022