Guangtao Zheng
7 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(19)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(7)
Application Areas
(5)
Artificial Intelligence
(3)
Deep Learning
(3)
Core Methods
(3)
Core AI · Artificial Intelligence
(2)
Learning Paradigms
(2)
Learning Types · Machine Learning
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Core AI · Computer Vision
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Keywords
spurious bia
(3)
domain generalization
(2)
spurious correlation
(2)
data augmentation
(1)
model interpretability
(1)
distributionally robust optimization
(1)
feature interaction
(1)
bias mitigation
(1)
generalization capability
(1)
foundation model
(1)
vision-language model
(1)
prompt selection
(1)
zero-shot classification
(1)
benchmark framework
(1)
faithful explanation
(1)
deep neural classifier
(1)
annotation-free setting
(1)
prediction behavior
(1)
neural text classifier
(1)
single domain generalization
(1)
Papers
SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias
AAAI 2026
NeuronTune: Towards Self-Guided Spurious Bias Mitigation
ICML 2025
ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models
IJCAI 2025
AdvST: Revisiting Data Augmentations for Single Domain Generalization
AAAI 2024
Benchmarking Spurious Bias in Few-Shot Image Classifiers
ECCV 2024
Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation
IJCAI 2024
Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection
ACL 2020