1.Haixin Zhong, Haoyu Wang, Wei P. Dai, Yuchao Huang, Mingyi Huang, Rubin Wang, Anna Wang Roe and Yuguo Yu*. Emergent Orientation Maps — Mechanisms, Coding Efficiency, and Robustness. The thirteenth International Conference on Learning Representations (ICLR 2025), [2025], accepted as a spotlight.

2.Xiang Zhang, Tianze Ling, Zhi Jin, Sheng Xu, Zhiqiang Gao, Boyan Sun, Zijie Qiu, Jiaqi Wei, Nanqing Dong, Guangshuai Wang, Guibin Wang, Leyuan Li, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan, Fuchu He, Wanli Ouyang*, Cheng Chang* and Siqi Sun*. π-PrimeNovo: an accurate and efficient non-autoregressive deep learning model for de novo peptide sequencing. Nature Communications, [2025], 16:267.

3.Huan-Fei Ma and Wei Lin*. Iteratively Adaptive Identification of Parameters Solely Using Short-term Data of Transient Dynamics. SIAM Journal on Applied Mathematics, [2025], 85(1):393-411.

4.Liu Wang, Jiahao Xie, Tao Gong, Hao Wu, Yifan Tu, Xin Peng, Sitong Shang, Xinyu Jia, Haiyun Ma, Jian Zou, Sheng Xu, Xin Zheng, Dong Zhang, Yang Liu, Chong Zhang, Yongbo Luo, Zirui Huang, Bin Shao, Binwu Ying, Yu Cheng, Yingqiang Guo, Ying Lai, Dingming Huang, Jianquan Liu, Yuquan Wei, Siqi Sun*, Xuedong Zhou* and Zhaoming Su*. Cryo-EM reveals mechanisms of natural RNA multivalency. Science, First Release, [2025]:eadv3451.