Dongbai Li
3 papers · 2024–2025 · 2 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
❓
The Questioner
Top co-authors
Research topics
Keywords
distribution shift
(2)
generalization
(1)
out-of-distribution detection
(1)
ood detection
(1)
data acquisition
(1)
performance prediction
(1)
large language model
(1)
benchmark data contamination
(1)
out-of-distribution prediction
(1)
model evaluation benchmark
(1)
active acquisition
(1)
fidelity
(1)
domain-wise
(1)
unlabeled test data
(1)
contamination resistance
(1)
mitigation strategies
(1)
model evaluation
(1)
question-level evaluation
(1)
Papers
ODP-Bench: Benchmarking Out-of-Distribution Performance Prediction
ICCV 2025
The Emperor’s New Clothes in Benchmarking? A Rigorous Examination of Mitigation Strategies for LLM Benchmark Data Contamination
ICML 2025
Domain-wise Data Acquisition to Improve Performance under Distribution Shift
ICML 2024