Data Interpreter: An LLM Agent For Data Science. - Sirui Hong; Yizhang Lin; Bang Liu; Bangbang Liu; Binhao Wu; Danyang Li; Jiaqi Chen; Jiayi Zhang; Jinlin Wang; Li Zhang; Lingyao Zhang; Min Yang; et al. (CoRR, 2024)

SELA: Tree-Search Enhanced LLM Agents for Automated Machine Learning. - Yizhou Chi; Yizhang Lin; Sirui Hong; Duyi Pan; Yaying Fei; Guanghao Mei; Bangbang Liu; Tianqi Pang; Jacky Kwok; Ceyao Zhang; Bang Liu; Chenglin Wu (CoRR, 2024)

An Unsupervised Transformer-Based Multivariate Alteration Detection Approach for Change Detection in VHR Remote Sensing Images. - Yizhang Lin; Sicong Liu 001; Yongjie Zheng; Xiaohua Tong; Huan Xie; Hongming Zhu; Kecheng Du; Hui Zhao; Jie Zhang 117 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Data Interpreter: An LLM Agent for Data Science. - Sirui Hong; Yizhang Lin; Bang Liu; Bangbang Liu; Binhao Wu; Ceyao Zhang; Danyang Li; Jiaqi Chen; Jiayi Zhang; Jinlin Wang; Li Zhang; Lingyao Zhang; et al. (ACL (Findings), 2025)

A Novel In Situ Dust Cover Index for Analyzing the Multispectral Camera Image Acquired by China's Zhurong Mars Rover. - Sicong Liu 001; Yizhang Lin; Kecheng Du; Jie Zhang 117; Xiaohua Tong; Huan Xie; Bo Wan; Zhuoxian Zhang (IEEE Trans. Geosci. Remote. Sens., 2025)

Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. - Bang Liu; Xinfeng Li; Jiayi Zhang; Jinlin Wang; Tanjin He; Sirui Hong; Hongzhang Liu; Shaokun Zhang; Kaitao Song; Kunlun Zhu; Yuheng Cheng; Suyuchen Wang; et al. (CoRR, 2025)