Yu Yang
University of California, Los Angeles
H-index: 9
North America-United States
Top articles of Yu Yang
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Identifying spurious biases early in training through the lens of simplicity bias | Yu Yang Eric Gan Gintare Karolina Dziugaite Baharan Mirzasoleiman | 2024/4/18 | |
SmallToLarge (S2L): Scalable Data Selection for Fine-tuning Large Language Models by Summarizing Training Trajectories of Small Models | arXiv preprint arXiv:2403.07384 | Yu Yang Siddhartha Mishra Jeffrey N Chiang Baharan Mirzasoleiman | 2024/3/12 |
Robust Learning with Progressive Data Expansion Against Spurious Correlation | arXiv preprint arXiv:2306.04949 | Yihe Deng* Yu Yang* Baharan Mirzasoleiman Quanquan Gu | 2023/6/8 |
Data Distillation Can Be Like Vodka: Distilling More Times For Better Quality | arXiv preprint arXiv:2310.06982 | Xuxi Chen Yu Yang Zhangyang Wang Baharan Mirzasoleiman | 2023/10/10 |
Eliminating spurious correlations from pre-trained models via data mixing | arXiv preprint arXiv:2305.14521 | Yihao Xue Ali Payani Yu Yang Baharan Mirzasoleiman | 2023/5/23 |
SIEVE: Multimodal Dataset Pruning Using Image Captioning Models | Anas Mahmoud Mostafa Elhoushi Amro Abbas Yu Yang Newsha Ardalani | 2024/3/10 | |
NeSSA: Near-Storage Data Selection for Accelerated Machine Learning Training | Neha Prakriya Yu Yang Baharan Mirzasoleiman Cho-Jui Hsieh Jason Cong | 2023 | |
Towards Sustainable Learning: Coresets for Data-efficient Deep Learning | Yu Yang Hao Kang Baharan Mirzasoleiman | 2023/7 | |
Cleanclip: Mitigating data poisoning attacks in multimodal contrastive learning | Hritik Bansal Nishad Singhi Yu Yang Fan Yin Aditya Grover | 2023 | |
Mitigating Spurious Correlations in Multi-modal Models during Fine-tuning | Proceedings of the 40th International Conference on Machine Learning | Yu Yang Besmira Nushi Hamid Palangi Baharan Mirzasoleiman | 2023/7 |
Towards mitigating spurious correlations in the wild: A benchmark & a more realistic dataset | arXiv preprint arXiv:2306.11957 | Siddharth Joshi Yu Yang Yihao Xue Wenhan Yang Baharan Mirzasoleiman | 2023/6/21 |
Decoding data quality via synthetic corruptions: Embedding-guided pruning of code data | arXiv preprint arXiv:2312.02418 | Yu Yang Aaditya K Singh Mostafa Elhoushi Anas Mahmoud Kushal Tirumala | 2023/12/5 |
Enhancing fairness in face detection in computer vision systems by demographic bias mitigation | Yu Yang Aayush Gupta Jianwei Feng Prateek Singhal Vivek Yadav | 2022/7/26 | |
Not All Poisons are Created Equal: Robust Training Against Data Poisoning | Yu Yang Tian Yu Liu Baharan Mirzasoleiman | 2022/6/28 | |
Explaining deep convolutional neural networks via latent visual-semantic filter attention | Yu Yang Seungbae Kim Jungseock Joo | 2022 | |
Friendly noise against adversarial noise: a powerful defense against data poisoning attack | Advances in Neural Information Processing Systems | Tian Yu Liu Yu Yang Baharan Mirzasoleiman | 2022/12/6 |
Co-Authors
