diff --git a/publications/index.html b/publications/index.html
index 4e25083..d303065 100644
--- a/publications/index.html
+++ b/publications/index.html
@@ -26,7 +26,7 @@ <h1>Publications</h1>
                         [31] Tianyang Zhong, Zhengliang Liu, Yi Pan, Yutong Zhang, Yifan Zhou, Shizhe Liang, Zihao Wu, Yanjun Lyu, Peng Shu, Xiaowei Yu, Chao Cao, Hanqi Jiang, Hanxu Chen, Yiwei Li, Junhao Chen, Huawen Hu, Yihen Liu, Huaqin Zhao, Shaochen Xu, Haixing Dai, Lin Zhao, Ruidong Zhang, Wei Zhao, Zhenyuan Yang, Jingyuan Chen, Peilong Wang, Wei Ruan, Hui Wang, Huan Zhao, Jing Zhang, Yiming Ren, Shihuan Qin, Tong Chen, Jiaxi Li, Arif Hassan Zidan, Afrar Jahin, Minheng Chen, Sichen Xia, Jason Holmes, Yan Zhuang, Jiaqi Wang, Bochen Xu, Weiran Xia, Jichao Yu, Kaibo Tang, Yaxuan Yang, Bolun Sun, Tao Yang, Guoyu Lu, Xianqiao Wang, Lilong Chai, He Li, Jin Lu, Lichao Sun, Xin Zhang, Bao Ge, Xintao Hu, Lian Zhang, Hua Zhou, Lu Zhang, Shu Zhang, Ninghao Liu, Bei Jiang, Linglong Kong, Zhen Xiang, Yudan Ren, Jun Liu, Xi Jiang, Yu Bao, Wei Zhang, Xiang Li, Gang Li, Wei Liu, Dinggang Shen, Andrea Sikora, Xiaoming Zhai, <strong>Dajiang Zhu</strong>, Tianming Liu, Evaluation of OpenAI o1: Opportunities and Challenges of AGI, arXiv: https://arxiv.org/abs/2409.18486. 2024.
 <br>
                         <br>
-                        [30] Yanjun Lyu, Zihao Wu, Lu Zhang, Jing Zhang, Yiwei Li, Wei Ruan, Zhengliang Liu, Xiaowei Yu, Chao Cao, Tong Chen, Minheng Chen, Yan Zhuang, Xiang Li, Rongjie Liu, Chao Huang, Wentao Li, Tianming Liu, <strong>Dajiang Zhu</strong>, GP-GPT: Large Language Model for Gene-Phenotype Mapping, arXiv: https://arxiv.org/abs/2409.09825. 2024.      
+                        [30] Yanjun Lyu, Zihao Wu, Lu Zhang, Jing Zhang, Yiwei Li, Wei Ruan, Zhengliang Liu, Xiaowei Yu, Chao Cao, Tong Chen, Minheng Chen, Yan Zhuang, Xiang Li, Rongjie Liu, Chao Huang, Wentao Li, Tianming Liu, <strong>Dajiang Zhu</strong>, <a href="https://arxiv.org/abs/2409.09825. 2024" style="color: blue;"><i>"GP-GPT: Large Language Model for Gene-Phenotype Mapping"</i></a>, arXiv: https://arxiv.org/abs/2409.09825. 2024.      
 <br>
                         <br>
                         [29] Heng Huang, Lin Zhao, Zihao Wu, Xiaowei Yu, Jing Zhang, Xintao Hu, <strong>Dajiang Zhu</strong>, Tianming Liu, Brain Dialogue Interface (BDI): A User-Friendly fMRI Model for Interactive Brain Decoding, arXiv: https://arxiv.org/abs/2407.09509. 2024