Xun Deng
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Research topics
Keywords
information theory
(1)
active learning
(1)
domain generalization
(1)
text classification
(1)
preference learning
(1)
model evaluation
(1)
out-of-distribution generalization
(1)
acquisition function
(1)
bias mitigation
(1)
counterfactual reasoning
(1)
pairwise constraint
(1)
counterfactual learning
(1)
adaptive clustering
(1)
teacher-student learning
(1)
large language model
(1)
normalized mutual information
(1)
type inference
(1)
active clustering
(1)
llms
(1)
python
(1)
Papers
Assistant-Guided Mitigation of Teacher Preference Bias in LLM-as-a-Judge
EMNLP 2025
TypyBench: Evaluating LLM Type Inference for Untyped Python Repositories
ICML 2025
A3S: A General Active Clustering Method with Pairwise Constraints
ICML 2024
Counterfactual Active Learning for Out-of-Distribution Generalization
ACL 2023