Mark Niklas Müller
5 papers · 2024–2024 · 2 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (20) 🐝 Cross-Pollinator (6)
🌈
Renaissance Researcher
(6)
⚡
Prolific Year
(5)
Conferences
NIPS (4)
EMNLP (1)
Top co-authors
Research topics
Keywords
large language model
(3)
privacy attack
(2)
federated learning
(2)
benchmark evaluation
(2)
gradient inversion
(2)
exact reconstruction
(2)
text reconstruction
(1)
code generation
(1)
model merging
(1)
model comparison
(1)
language model
(1)
test generation
(1)
software testing
(1)
code agent
(1)
bug fixing
(1)
performance measurement
(1)
batch reconstruction
(1)
token recovery
(1)
data contamination
(1)
statistical detection
(1)
Papers
SWT-Bench: Testing and Validating Real-World Bug-Fixes with Code Agents
NIPS 2024
DAGER: Exact Gradient Inversion for Large Language Models
NIPS 2024
ConStat: Performance-Based Contamination Detection in Large Language Models
NIPS 2024
SPEAR: Exact Gradient Inversion of Batches in Federated Learning
NIPS 2024
Mitigating Catastrophic Forgetting in Language Transfer via Model Merging
EMNLP 2024