Semi-Supervised Knowledge-Grounded Pre-training for Task-Oriented Dialog Systems. - Weihao Zeng; Keqing He 001; Zechen Wang; Dayuan Fu; Guanting Dong; Ruotong Geng; Pei Wang; Jingang Wang; Chaobo Sun; Wei Wu 014; Weiran Xu (CoRR, 2022)

A Multi-Task Semantic Decomposition Framework with Task-specific Pre-training for Few-Shot NER. - Guanting Dong; Zechen Wang; Jinxu Zhao; Gang Zhao; Daichi Guo; Dayuan Fu; Tingfeng Hui; Chen Zeng; Keqing He 001; Xuefeng Li 002; Liwen Wang; Xinyue Cui; et al. (CIKM, 2023)

A Prototypical Semantic Decoupling Method via Joint Contrastive Learning for Few-Shot Named Entity Recognition. - Guanting Dong; Zechen Wang; Liwen Wang; Daichi Guo; Dayuan Fu; Yuxiang Wu; Chen Zeng; Xuefeng Li 002; Tingfeng Hui; Keqing He 001; Xinyue Cui; QiXiang Gao; et al. (ICASSP, 2023)

Revisit Out-Of-Vocabulary Problem For Slot Filling: A Unified Contrastive Framework With Multi-Level Data Augmentations. - Daichi Guo; Guanting Dong; Dayuan Fu; Yuxiang Wu; Chen Zeng; Tingfeng Hui; Liwen Wang; Xuefeng Li 002; Zechen Wang; Keqing He 001; Xinyue Cui; Weiran Xu (ICASSP, 2023)

Revisit Out-Of-Vocabulary Problem for Slot Filling: A Unified Contrastive Frameword with Multi-level Data Augmentations. - Daichi Guo; Guanting Dong; Dayuan Fu; Yuxiang Wu; Chen Zeng; Tingfeng Hui; Liwen Wang; Xuefeng Li 002; Zechen Wang; Keqing He 001; Xinyue Cui; Weiran Xu (CoRR, 2023)

BootTOD: Bootstrap Task-oriented Dialogue Representations by Aligning Diverse Responses. - Weihao Zeng; Keqing He 001; Yejie Wang; Dayuan Fu; Weiran Xu (LREC/COLING, 2024)

MSI-Agent: Incorporating Multi-Scale Insight into Embodied Agents for Superior Planning and Decision-Making. - Dayuan Fu; Biqing Qi; Yihuai Gao; Che Jiang; Guanting Dong; Bowen Zhou 002 (EMNLP, 2024)

How Do Your Code LLMs perform? Empowering Code Instruction Tuning with Really Good Data. - Yejie Wang; Keqing He 001; Dayuan Fu; Zhuoma Gongque; Heyang Xu; Yanxu Chen; Zhexu Wang; Yujia Fu; Guanting Dong; Muxi Diao; Jingang Wang; Mengdi Zhang 002; et al. (EMNLP, 2024)

On Large Language Models' Hallucination with Regard to Known Facts. - Che Jiang; Biqing Qi; Xiangyu Hong; Dayuan Fu; Yang Cheng; Fandong Meng; Mo Yu; Bowen Zhou 002; Jie Zhou 016 (NAACL-HLT, 2024)

DivTOD: Unleashing the Power of LLMs for Diversifying Task-Oriented Dialogue Representations. - Weihao Zeng; Dayuan Fu; Keqing He 001; Yejie Wang; Yukai Xu; Weiran Xu (NAACL-HLT (Findings), 2024)

PreAct: Predicting Future in ReAct Enhances Agent's Planning Ability. - Dayuan Fu; Jianzhao Huang; Siyuan Lu; Guanting Dong; Yejie Wang; Keqing He 001; Weiran Xu (CoRR, 2024)

How Do Your Code LLMs Perform? Empowering Code Instruction Tuning with High-Quality Data. - Yejie Wang; Keqing He 001; Dayuan Fu; Zhuoma Gongque; Heyang Xu; Yanxu Chen; Zhexu Wang; Yujia Fu; Guanting Dong; Muxi Diao; Jingang Wang; Mengdi Zhang 002; et al. (CoRR, 2024)

PreAct: Prediction Enhances Agent's Planning Ability. - Dayuan Fu; Jianzhao Huang; Siyuan Lu; Guanting Dong; Yejie Wang; Keqing He 001; Weiran Xu (COLING, 2025)

AgentRefine: Enhancing Agent Generalization through Refinement Tuning. - Dayuan Fu; Keqing He 001; Yejie Wang; Wentao Hong; Zhuoma Gongque; Weihao Zeng; Wei Wang; Jingang Wang; Xunliang Cai; Weiran Xu (ICLR, 2025)

CS-Bench: A Comprehensive Benchmark for Large Language Models towards Computer Science Mastery. - Xiaoshuai Song; Muxi Diao; Guanting Dong; Zhengyang Wang; Yujia Fu; Runqi Qiao; Zhexu Wang; Dayuan Fu; Huangxuan Wu; Bin Liang; Weihao Zeng; Yejie Wang; et al. (ICLR, 2025)

DeepResearcher: Scaling Deep Research via Reinforcement Learning in Real-world Environments. - Yuxiang Zheng; Dayuan Fu; Xiangkun Hu; Xiaojie Cai; Lyumanshan Ye; Pengrui Lu; Pengfei Liu 003 (CoRR, 2025)

Interaction as Intelligence: Deep Research With Human-AI Partnership. - Lyumanshan Ye; Xiaojie Cai; Xinkai Wang; Junfei Wang; Xiangkun Hu; Jiadi Su; Yang Nan; Sihan Wang; Bohan Zhang; Xiaoze Fan; Jinbin Luo; Yuxiang Zheng; et al. (CoRR, 2025)