Snapshot-Guided Domain Adaptation for ELECTRA. - Daixuan Cheng; Shaohan Huang; Jianfeng Liu; Yuefeng Zhan; Hao Sun 015; Furu Wei; Denvy Deng; Qi Zhang 066 (EMNLP (Findings), 2022)

AdsCVLR: Commercial Visual-Linguistic Representation Modeling in Sponsored Search. - Yongjie Zhu; Chunhui Han; Yuefeng Zhan; Bochen Pang; Zhaoju Li; Hao Sun 015; Si Li 001; Boxin Shi; Nan Duan; Weiwei Deng; Ruofei Zhang; Liangjie Zhang; et al. (ACM Multimedia, 2022)

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation. - Daixuan Cheng; Shaohan Huang; Junyu Bi; Yuefeng Zhan; Jianfeng Liu; Yujing Wang; Hao Sun 015; Furu Wei; Weiwei Deng; Qi Zhang 066 (EMNLP, 2023)

VL-Match: Enhancing Vision-Language Pretraining with Token-Level and Instance-Level Matching. - Junyu Bi; Daixuan Cheng; Ping Yao; Bochen Pang; Yuefeng Zhan; Chuanguang Yang; Yujing Wang; Hao Sun 015; Weiwei Deng; Qi Zhang 066 (ICCV, 2023)

Model-enhanced Vector Index. - Hailin Zhang 004; Yujing Wang; Qi Chen 009; Ruiheng Chang; Ting Zhang 002; Ziming Miao; Yingyan Hou; Yang Ding; Xupeng Miao; Haonan Wang; Bochen Pang; Yuefeng Zhan; et al. (NeurIPS, 2023)

UPRISE: Universal Prompt Retrieval for Improving Zero-Shot Evaluation. - Daixuan Cheng; Shaohan Huang; Junyu Bi; Yuefeng Zhan; Jianfeng Liu; Yujing Wang; Hao Sun 015; Furu Wei; Denvy Deng; Qi Zhang 066 (CoRR, 2023)

Se²: Sequential Example Selection for In-Context Learning. - Haoyu Liu; Jianfeng Liu; Shaohan Huang; Yuefeng Zhan; Hao Sun 015; Weiwei Deng; Furu Wei; Qi Zhang 066 (ACL (Findings), 2024)

Se2: Sequential Example Selection for In-Context Learning. - Haoyu Liu; Jianfeng Liu; Shaohan Huang; Yuefeng Zhan; Hao Sun 015; Weiwei Deng; Furu Wei; Qi Zhang 066 (CoRR, 2024)

MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning. - Yaming Yang 001; Dilxat Muhtar; Yelong Shen; Yuefeng Zhan; Jianfeng Liu; Yujing Wang; Hao Sun 015; Denvy Deng; Feng Sun 008; Qi Zhang 066; Weizhu Chen; Yunhai Tong (CoRR, 2024)

Token-level Proximal Policy Optimization for Query Generation. - Yichen Ouyang; Lu Wang 029; Fangkai Yang; Pu Zhao 004; Chenghua Huang; Jianfeng Liu; Bochen Pang; Yaming Yang 001; Yuefeng Zhan; Hao Sun 015; Qingwei Lin; Saravan Rajmohan; et al. (CoRR, 2024)

StreamAdapter: Efficient Test Time Adaptation from Contextual Streams. - Dilxat Muhtar; Yelong Shen; Yaming Yang 001; Xiaodong Liu 003; Yadong Lu; Jianfeng Liu; Yuefeng Zhan; Hao Sun 015; Weiwei Deng; Feng Sun 008; Xueliang Zhang; Jianfeng Gao 001; et al. (CoRR, 2024)

MTL-LoRA: Low-Rank Adaptation for Multi-Task Learning. - Yaming Yang 001; Dilxat Muhtar; Yelong Shen; Yuefeng Zhan; Jianfeng Liu; Yujing Wang; Hao Sun 015; Weiwei Deng; Feng Sun 008; Qi Zhang 066; Weizhu Chen; Yunhai Tong (AAAI, 2025)

GeAR: Generation Augmented Retrieval. - Haoyu Liu; Shaohan Huang; Jianfeng Liu; Yuefeng Zhan; Hao Sun 015; Weiwei Deng; Feng Sun 008; Furu Wei; Qi Zhang 066 (ACL (Findings), 2025)

MAIN: Mutual Alignment Is Necessary for instruction tuning. - Fanyi Yang; Jianfeng Liu; Xin Zhang; Haoyu Liu; Xixin Cao; Yuefeng Zhan; Hao Sun 015; Weiwei Deng; Feng Sun 008; Qi Zhang 066 (CoRR, 2025)

RePrompt: Reasoning-Augmented Reprompting for Text-to-Image Generation via Reinforcement Learning. - Mingrui Wu; Lu Wang 029; Pu Zhao 004; Fangkai Yang; Jianjin Zhang; Jianfeng Liu; Yuefeng Zhan; Weihao Han; Hao Sun 015; Jiayi Ji; Xiaoshuai Sun; Qingwei Lin; et al. (CoRR, 2025)

LettinGo: Explore User Profile Generation for Recommendation System. - Lu Wang 029; Di Zhang; Fangkai Yang; Pu Zhao 004; Jianfeng Liu; Yuefeng Zhan; Hao Sun 015; Qingwei Lin; Weiwei Deng; Dongmei Zhang 001; Feng Sun 008; Qi Zhang 066 (CoRR, 2025)

WarriorMath: Enhancing the Mathematical Ability of Large Language Models with a Defect-aware Framework. - Yue Chen; Minghua He; Fangkai Yang; Pu Zhao 004; Lu Wang 029; Yu Kang 006; Yifei Dong; Yuefeng Zhan; Hao Sun 015; Qingwei Lin; Saravan Rajmohan; Dongmei Zhang 001 (CoRR, 2025)