Victor Rühle
8 papers · 2021–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Application Areas
(7)
Core AI
(6)
Natural Language Processing
(4)
Deep Learning
(2)
Generation
(2)
Learning Types
(2)
Optimization & Theory · Machine Learning
(2)
Resources & Methods
(2)
Security & Privacy
(1)
Bayesian & Probabilistic
(1)
Optimization & Theory · Deep Learning
(1)
Privacy
(1)
Keywords
language model
(3)
large language model
(3)
query routing
(2)
differential privacy
(2)
token classification
(2)
prompt compression
(2)
posterior estimation
(1)
bayesian estimation
(1)
model selection
(1)
confidence interval
(1)
privacy budget
(1)
cost saving
(1)
inference efficiency
(1)
client-server architecture
(1)
hybrid system
(1)
membership inference
(1)
retrieval-augmented generation
(1)
edge deployment
(1)
context
(1)
posterior distribution
(1)
Papers
BEST-Route: Adaptive LLM Routing with Test-Time Optimal Compute
ICML 2025
Minerva: A Programmable Memory Test Benchmark for Language Models
ICML 2025
TACO-RL: Task Aware Prompt Compression Optimization with Reinforcement Learning
ACL 2025
Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
ICLR 2024
Hybrid-RACA: Hybrid Retrieval-Augmented Composition Assistance for Real-time Text Prediction
EMNLP 2024
LLMLingua-2: Data Distillation for Efficient and Faithful Task-Agnostic Prompt Compression
ACL 2024
Bayesian Estimation of Differential Privacy
ICML 2023
Privacy Regularization: Joint Privacy-Utility Optimization in LanguageModels
NAACL 2021