Improving Web Image Search with Contextual Information. - Xiaohui Xie; Jiaxin Mao; Yiqun Liu 001; Maarten de Rijke; Qingyao Ai; Yufei Huang 008; Min Zhang 006; Shaoping Ma (CIKM, 2019)

TR-BERT: Dynamic Token Reduction for Accelerating BERT Inference. - Deming Ye; Yankai Lin; Yufei Huang 008; Maosong Sun 001 (NAACL-HLT, 2021)

FPT: Improving Prompt Tuning Efficiency via Progressive Training. - Yufei Huang 008; Yujia Qin; Huadong Wang; Yichun Yin; Maosong Sun 001; Zhiyuan Liu 001; Qun Liu 001 (EMNLP (Findings), 2022)

Tool Learning with Foundation Models. - Yujia Qin; Shengding Hu; Yankai Lin; Weize Chen; Ning Ding 002; Ganqu Cui; Zheni Zeng; Yufei Huang 008; Chaojun Xiao; Chi Han; Yi Ren Fung 001; Yusheng Su; et al. (CoRR, 2023)

FastFiD: Improve Inference Efficiency of Open Domain Question Answering via Sentence Selection. - Yufei Huang 008; Xu Han 007; Maosong Sun 001 (ACL (1), 2024)

Unified View of Grokking, Double Descent and Emergent Abilities: A Perspective from Circuits Competition. - Yufei Huang 008; Shengding Hu; Xu Han 007; Zhiyuan Liu 001; Maosong Sun 001 (CoRR, 2024)

Configurable Foundation Models: Building LLMs from a Modular Perspective. - Chaojun Xiao; Zhengyan Zhang; Chenyang Song; Dazhi Jiang; Feng Yao; Xu Han 007; Xiaozhi Wang; Shuo Wang 013; Yufei Huang 008; Guanyu Lin; Yingfa Chen; Weilin Zhao; et al. (CoRR, 2024)

ACDiT: Interpolating Autoregressive Conditional Modeling and Diffusion Transformer. - Jinyi Hu; Shengding Hu; Yuxuan Song; Yufei Huang 008; Mingxuan Wang; Hao Zhou 012; Zhiyuan Liu 001; Wei-Ying Ma; Maosong Sun 001 (CoRR, 2024)

GLTW: Joint Improved Graph Transformer and LLM via Three-Word Language for Knowledge Graph Completion. - Kangyang Luo; Yuzhuo Bai; Cheng Gao; Shuzheng Si; Zhu Liu 005; Yingli Shen; Zhitong Wang; Cunliang Kong; Wenhao Li 003; Yufei Huang 008; Ye Tian; Xuantang Xiong; et al. (ACL (Findings), 2025)

Document Segmentation Matters for Retrieval-Augmented Generation. - Zhitong Wang; Cheng Gao; Chaojun Xiao; Yufei Huang 008; Shuzheng Si; Kangyang Luo; Yuzhuo Bai; Wenhao Li 003; Tangjian Duan; Chuancheng Lv; Guoshan Lu; Gang Chen 039; et al. (ACL (Findings), 2025)

Tool Learning with Foundation Models. - Yujia Qin; Shengding Hu; Yankai Lin; Weize Chen; Ning Ding 002; Ganqu Cui; Zheni Zeng; Xuanhe Zhou; Yufei Huang 008; Chaojun Xiao; Chi Han; Yi R. Fung 001; et al. (ACM Comput. Surv., 2025)

Teaching Large Language Models to Maintain Contextual Faithfulness via Synthetic Tasks and Reinforcement Learning. - Shuzheng Si; Haozhe Zhao; Cheng Gao; Yuzhuo Bai; Zhitong Wang; Bofei Gao; Kangyang Luo; Wenhao Li 003; Yufei Huang 008; Gang Chen 039; Fanchao Qi; Minjia Zhang; et al. (CoRR, 2025)