研究方向

1. 计算化学

2. 单细胞测序

3. 蛋白质结构预测

教育经历

2016-2021 中科院计算所  博士

工作经历

2021-2025 微软亚洲研究院

代表性学术论文

[1] Fusong Ju*, Xinran Wei*, Lin Huang*, Andrew J Jenkins, Leo Xia, Jia Zhang, Jianwei Zhu, Han Yang, Bin Shao, Peggy Dai, et al. Acceleration without disruption: DFT software as a service. Journal of Chemical Theory and Computation, 20(24):10838–10851, 2024.

[2] Yongge Li*, Fusong Ju*, Zhiyuan Chen*, Yiming Qu, Huanhuan Xia, Liang He, Lijun Wu, Jianwei Zhu, Bin Shao, and Pan Deng. CREaTor: zero-shot cis-regulatory pattern modeling with attention mechanisms. Genome Biology, 24(1):266, 2023.

[3] Fusong Ju, Jianwei Zhu, Qi Zhang, Guozheng Wei, Shiwei Sun, Wei-Mou Zheng, and Dongbo Bu. Seq-SetNet: directly exploiting multiple sequence alignment for protein secondary structure prediction. Bioinformatics, 38(4):990–996, 2022.

[4] He Zhang*, Fusong Ju*, Jianwei Zhu, Liang He, Bin Shao, Nanning Zheng, and Tie-Yan Liu. Coevolution transformer for protein contact prediction. Advances in Neural Information Processing Systems, 34:14252–14263, 2021.

[5] Fusong Ju, Jianwei Zhu, Bin Shao, Lupeng Kong, Tie-Yan Liu, Wei-Mou Zheng, and Dongbo Bu. CopulaNet: Learning residue co-evolution directly from multiple sequence alignment for protein structure prediction. Nature communications, 12(1):2535, 2021.