UniDM: A Unified Framework for Data Manipulation with Large Language Models. - Yichen Qian; Yongyi He; Rong Zhu; Jintao Huang; Zhijian Ma; Haibin Wang; Yaohua Wang; Xiuyu Sun; Defu Lian; Bolin Ding; Jingren Zhou 001 (MLSys, 2024)

Data-Juicer: A One-Stop Data Processing System for Large Language Models. - Daoyuan Chen; Yilun Huang 004; Zhijian Ma; Hesen Chen; Xuchen Pan; Ce Ge; Dawei Gao; Yuexiang Xie; Zhaoyang Liu 003; Jinyang Gao; Yaliang Li; Bolin Ding; et al. (SIGMOD Conference Companion, 2024)

AgentScope: A Flexible yet Robust Multi-Agent Platform. - Dawei Gao; Zitao Li; Weirui Kuang; Xuchen Pan; Daoyuan Chen; Zhijian Ma; Bingchen Qian; Liuyi Yao; Lin Zhu; Chen Cheng; Hongzhu Shi; Yaliang Li; et al. (CoRR, 2024)

Data Mixing Made Efficient: A Bivariate Scaling Law for Language Model Pretraining. - Ce Ge; Zhijian Ma; Daoyuan Chen; Yaliang Li; Bolin Ding (CoRR, 2024)

Language Models are Explorers for Join Discovery on Data Lakes. - Yaohua Wang; Bolin Ding; Rong Zhu; Haibin Wang; Zhijian Ma; Jingren Zhou 001 (SDM, 2025)

Data-Juicer 2.0: Cloud-Scale Adaptive Data Processing for Foundation Models. - Daoyuan Chen; Yilun Huang 004; Xuchen Pan; Nana Jiang; Haibin Wang; Ce Ge; Yushuo Chen; Wenhao Zhang; Zhijian Ma; Yilei Zhang; Jun Huang 007; Wei Lin 016; et al. (CoRR, 2025)

KIMAs: A Configurable Knowledge Integrated Multi-Agent System. - Zitao Li; Fei Wei; Yuexiang Xie; Dawei Gao; Weirui Kuang; Zhijian Ma; Bingchen Qian; Yaliang Li; Bolin Ding (CoRR, 2025)