META-GUI: Towards Multi-modal Conversational Agents on Mobile GUI. - Liangtai Sun; Xingyu Chen; Lu Chen 002; Tianle Dai; Zichen Zhu; Kai Yu 004 (EMNLP, 2022)

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)

Sparsity-Accelerated Training for Large Language Models. - Da Ma; Lu Chen 002; Pengyu Wang; Hongshen Xu; Hanqi Li; Liangtai Sun; Su Zhu; Shuai Fan 005; Kai Yu 004 (ACL (Findings), 2024)

ChemDFM: Dialogue Foundation Model for Chemistry. - Zihan Zhao; Da Ma; Lu Chen 002; Liangtai Sun; Zihao Li; Hongshen Xu; Zichen Zhu; Su Zhu; Shuai Fan 005; Guodong Shen; Xin Chen; Kai Yu 004 (CoRR, 2024)

MULTI: Multimodal Understanding Leaderboard with Text and Images. - Zichen Zhu; Yang Xu; Lu Chen 002; Jingkai Yang; Yichuan Ma; Yiming Sun; Hailin Wen; Jiaqi Liu; Jinyu Cai; Yingzi Ma; Situo Zhang; Zihan Zhao; et al. (CoRR, 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)

MobA: A Two-Level Agent System for Efficient Mobile Task Automation. - Zichen Zhu; Hao Tang; Yansi Li; Kunyao Lan; Yixuan Jiang; Hao Zhou; Yixiao Wang; Situo Zhang; Liangtai Sun; Lu Chen 002; Kai Yu 004 (CoRR, 2024)

NeuSym-RAG: Hybrid Neural Symbolic Retrieval with Multiview Structuring for PDF Question Answering. - Ruisheng Cao; Hanchong Zhang; Tiancheng Huang; Zhangyi Kang; Yuxin Zhang; Liangtai Sun; Hanqi Li; Yuxun Miao; Shuai Fan 005; Lu Chen 002; Kai Yu 004 (ACL (1), 2025)