SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research. - Liangtai Sun; Yang Han; Zihan Zhao; Da Ma; Zhennan Shen; Baocai Chen; Lu Chen 002; Kai Yu 004 (AAAI, 2024)

SciDFM: A Large Language Model with Mixture-of-Experts for Science. - Liangtai Sun; Danyu Luo; Da Ma; Zihan Zhao; Baocai Chen; Zhennan Shen; Su Zhu; Lu Chen 002; Xin Chen; Kai Yu 004 (CoRR, 2024)

AgentTrek: Agent Trajectory Synthesis via Guiding Replay with Web Tutorials. - Yiheng Xu; Dunjie Lu; Zhennan Shen; Junli Wang; Zekun Wang; Yuchen Mao; Caiming Xiong; Tao Yu 009 (ICLR, 2025)

CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning. - Yanshu Li; Jianjiang Yang; Zhennan Shen; Ligong Han; Haoyan Xu; Ruixiang Tang (CoRR, 2025)

OpenCUA: Open Foundations for Computer-Use Agents. - Xinyuan Wang; Bowen Wang; Dunjie Lu; Junlin Yang; Tianbao Xie; Junli Wang; Jiaqi Deng; Xiaole Guo; Yiheng Xu; Chen Henry Wu; Zhennan Shen; Zhuokai Li; et al. (CoRR, 2025)