Ye Jun Jian
3 papers · 2023–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
Top co-authors
Research topics
Keywords
spurious correlation
(2)
causal inference
(2)
out-of-distribution generalization
(1)
causal knowledge
(1)
counterfactual prediction
(1)
vision-language model
(1)
attention weight
(1)
latent confounder
(1)
out-of-distribution robustness
(1)
knowledge injection
(1)
invariant feature
(1)
large language model
(1)
confounder representation
(1)
heterogeneous outcome prediction
(1)
concept token
(1)
token-level mask
(1)
attention mechanism
(1)
Papers
CAT: Causal Attention Tuning For Injecting Fine-grained Causal Knowledge into Large Language Models
EMNLP 2025
ERICT: Enhancing Robustness by Identifying Concept Tokens in Zero-Shot Vision Language Models
ICML 2025
Factual Observation Based Heterogeneity Learning for Counterfactual Prediction
CLeaR 2023