Fast and Low-Cost Genomic Foundation Models via Outlier Removal International Conference on Machine Learning (ICML) · 2025H Luo*, C Qiu*, M Su, Z Zhou, Z Mehta, G Ye, J Hu†, H Liu†
Decoupled Alignment for Robust Plug-and-Play Adaptation Conference on Language Modeling (COLM) · 2026H Luo*, J Yu*, W Zhang*, J Li, C Qiu, Y Wang, E Jiang, J Hu†, Y Chen†, B Wang†, X Xing†, H Liu†
When Correct Demonstrations Hurt: Rethinking the Role of Exemplars in In-Context Learning arXiv preprint · 2026C Qiu, C Peng, Y Yang, K Huang†, Y Zhou†
Attention Sinks and Outliers in Attention Residuals arXiv preprint · 2026H Luo*, H Dai*, S Zhang, X Chen, E Jiang, Y Li, J Huang, C Qiu, C Xu, Z Pan, H Zhang, B Wang†, Y Chen†
GenoArmory: A Unified Evaluation Framework for Adversarial Attacks on Genomic Foundation Models arXiv preprint · 2025H Luo*, C Qiu*, Y Wang, S Wu, J Yu, Z Pan, W Mao, H Fang, H Xu, H Liu†, B Wang†, Y Chen†