Bowen Wei
4 papers · 2025–2026 · 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
text classification
(1)
prototype learning
(1)
visual question answering
(1)
visual grounding
(1)
fine-grained classification
(1)
surrogate model
(1)
vision-language model
(1)
embedding alignment
(1)
hallucination reduction
(1)
large vision-language model
(1)
faithful explanation
(1)
confidence estimation
(1)
bias evaluation
(1)
span extraction
(1)
social stereotype
(1)
attention calibration
(1)
large language model
(1)
explainable classification
(1)
prototype-based explanation
(1)
prototype-based model
(1)
Papers
CAAC: Confidence-Aware Attention Calibration to Reduce Hallucinations in Large Vision-Language Models
WACV 2026
Making Sense of LLM Decisions: A Prototype-based Framework for Explainable Classification
AAAI 2026
VIGNETTE: Socially Grounded Bias Evaluation for Vision-Language Models
ACL 2026
ProtoLens: Advancing Prototype Learning for Fine-Grained Interpretability in Text Classification
ACL 2025