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<h3>Publications</h3> | ||
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1. **Guangtao Zheng**, Wenqian Ye, and Aidong Zhang. Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation, *The 33rd International Joint Conference on Artificial Intelligence (IJCAI)*, 2024. [[paper](https://arxiv.org/abs/2405.03649)] [[code](https://github.com/gtzheng/LBC)] | ||
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1. **Guangtao Zheng**, Mengdi Huai, and Aidong Zhang. AdvST: Revisiting Data Augmentations for Single Domain Generalization, *The 38th Annual AAAI Conference on Artificial Intelligence (AAAI)*, 2024. [[paper](https://arxiv.org/abs/2312.12720)] [[code](https://github.com/gtzheng/AdvST)] | ||
1. **Guangtao Zheng**, Wenqian Ye, and Aidong Zhang. Spuriousness-Aware Meta-Learning for Learning Robust | ||
Classifiers, KDD – Research Track, 2024. | ||
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2. **Guangtao Zheng**, Wenqian Ye, and Aidong Zhang. Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation, *The 33rd International Joint Conference on Artificial Intelligence (IJCAI)*, 2024. [[paper](https://arxiv.org/abs/2405.03649)] [[code](https://github.com/gtzheng/LBC)] | ||
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3. **Guangtao Zheng**, Mengdi Huai, and Aidong Zhang. AdvST: Revisiting Data Augmentations for Single Domain Generalization, *The 38th Annual AAAI Conference on Artificial Intelligence (AAAI)*, 2024. [[paper](https://arxiv.org/abs/2312.12720)] [[code](https://github.com/gtzheng/AdvST)] | ||
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3. Erfaneh Gharavi, Nathan J LeRoy, **Guangtao Zheng**, Aidong Zhang, Donald E Brown, and Nathan C Sheffield. *Joint Representation Learning for Retrieval and Annotation of Genomic Interval Sets*, Bioengineering, 2024. [[paper](https://www.mdpi.com/2306-5354/11/3/263)] | ||
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2. **Guangtao Zheng**, Wenqian Ye, and Aidong Zhang. Spuriousness-Aware Meta-Learning for Learning Robust | ||
Classifiers, *Under Review*, 2024. | ||
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3. **Guangtao Zheng**, Wenqian Ye, and Aidong Zhang. Benchmarking Spurious Bias in Few-Shot Image Classifiers, *Under Review*, 2024. | ||
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