Fast and Low-Cost Genomic Foundation Models via Outlier Removal
Published in International Conference on Machine Learning (ICML), 2025
Haozheng Luo*, Chenghao Qiu*, Maojiang Su, Zhihan Zhou, Zoe Mehta, Guo Ye, Jerry Yao-Chieh Hu†, Han Liu†
Publications
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* denotes equal contribution. † denotes corresponding author. Conference Papers
Preprints
When Correct Demonstrations Hurt: Rethinking the Role of Exemplars in In-Context Learning
Published in arXiv preprint, 2026
Chenghao Qiu, Chunli Peng, Yufeng Yang, Kuan-Hao Huang†, Yi Zhou†
GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models
Published in arXiv preprint, 2025
Haozheng Luo*, Chenghao Qiu*, Yimin Wang, Shang Wu, Jiahao Yu, Zhenyu Pan, Weian Mao, Haoyang Fang, Hao Xu, Han Liu†, Binghui Wang†, Yan Chen†