Model Ensemble for Click Prediction in Bing Search Ads. - Xiaoliang Ling; Weiwei Deng; Chen Gu; Hucheng Zhou; Cui Li; Feng Sun 008 (WWW (Companion Volume), 2017)

Democratizing Reasoning Ability: Tailored Learning from Large Language Model. - Zhaoyang Wang; Shaohan Huang; Yuxuan Liu 011; Jiahai Wang; Minghui Song; Zihan Zhang; Haizhen Huang; Furu Wei; Weiwei Deng; Feng Sun 008; Qi Zhang 066 (EMNLP, 2023)

Auto Search Indexer for End-to-End Document Retrieval. - Tianchi Yang; Minghui Song; Zihan Zhang; Haizhen Huang; Weiwei Deng; Feng Sun 008; Qi Zhang 066 (EMNLP (Findings), 2023)

Text Diffusion with Reinforced Conditioning. - Yuxuan Liu 011; Tianchi Yang; Shaohan Huang; Zihan Zhang; Haizhen Huang; Furu Wei; Weiwei Deng; Feng Sun 008; Qi Zhang 066 (AAAI, 2024)

HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition. - Yuxuan Liu 011; Tianchi Yang; Shaohan Huang; Zihan Zhang; Haizhen Huang; Furu Wei; Weiwei Deng; Feng Sun 008; Qi Zhang 066 (ACL (1), 2024)

ResLoRA: Identity Residual Mapping in Low-Rank Adaption. - Shuhua Shi; Shaohan Huang; Minghui Song; Zhoujun Li; Zihan Zhang; Haizhen Huang; Furu Wei; Weiwei Deng; Feng Sun 008; Qi Zhang 066 (ACL (Findings), 2024)

Calibrating LLM-Based Evaluator. - Yuxuan Liu 011; Tianchi Yang; Shaohan Huang; Zihan Zhang; Haizhen Huang; Furu Wei; Weiwei Deng; Feng Sun 008; Qi Zhang 066 (LREC/COLING, 2024)

OneSparse: A Unified System for Multi-index Vector Search. - Yaoqi Chen; Ruicheng Zheng; Qi Chen 009; Shuotao Xu; Qianxi Zhang; Xue Wu; Weihao Han; Hua Yuan; Mingqin Li; Yujing Wang; Jason Li; Fan Yang 024; et al. (WWW (Companion Volume), 2024)

Improving Domain Adaptation through Extended-Text Reading Comprehension. - Ting Jiang; Shaohan Huang; Shengyue Luo; Zihan Zhang; Haizhen Huang; Furu Wei; Weiwei Deng; Feng Sun 008; Qi Zhang 066; Deqing Wang; Fuzhen Zhuang (CoRR, 2024)

MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning. - Ting Jiang; Shaohan Huang; Shengyue Luo; Zihan Zhang; Haizhen Huang; Furu Wei; Weiwei Deng; Feng Sun 008; Qi Zhang 066; Deqing Wang; Fuzhen Zhuang (CoRR, 2024)

ASI++: Towards Distributionally Balanced End-to-End Generative Retrieval. - Yuxuan Liu 011; Tianchi Yang; Zihan Zhang; Minghui Song; Haizhen Huang; Weiwei Deng; Feng Sun 008; Qi Zhang 066 (CoRR, 2024)

E5-V: Universal Embeddings with Multimodal Large Language Models. - Ting Jiang; Minghui Song; Zihan Zhang; Haizhen Huang; Weiwei Deng; Feng Sun 008; Qi Zhang 066; Deqing Wang; Fuzhen Zhuang (CoRR, 2024)

Unleash LLMs Potential for Recommendation by Coordinating Twin-Tower Dynamic Semantic Token Generator. - Jun Yin 005; Zhengxin Zeng; Mingzheng Li; Hao Yan 004; Chaozhuo Li; Weihao Han; Jianjin Zhang; Ruochen Liu 001; Allen Sun; Denvy Deng; Feng Sun 008; Qi Zhang 066; et al. (CoRR, 2024)

When Graph meets Multimodal: Benchmarking on Multimodal Attributed Graphs Learning. - Hao Yan 004; Chaozhuo Li; Zhigang Yu; Jun Yin 005; Ruochen Liu 001; Peiyan Zhang; Weihao Han; Mingzheng Li; Zhengxin Zeng; Hao Sun 015; Weiwei Deng; Feng Sun 008; 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; 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)

Context-DPO: Aligning Language Models for Context-Faithfulness. - Baolong Bi; Shaohan Huang; Yiwei Wang 001; Tianchi Yang; Zihan Zhang; Haizhen Huang; Lingrui Mei; Junfeng Fang; Zehao Li; Furu Wei; Weiwei Deng; Feng Sun 008; et al. (ACL (Findings), 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)

Unleash LLMs Potential for Sequential Recommendation by Coordinating Dual Dynamic Index Mechanism. - Jun Yin 005; Zhengxin Zeng; Mingzheng Li; Hao Yan 004; Chaozhuo Li; Weihao Han; Jianjin Zhang; Ruochen Liu 001; Hao Sun 015; Weiwei Deng; Feng Sun 008; Qi Zhang 066; et al. (WWW, 2025)

Towards Distributionally Balanced End-to-End Generative Retrieval. - Yuxuan Liu 011; Tianchi Yang; Zihan Zhang; Minghui Song; Haizhen Huang; Weiwei Deng; Feng Sun 008; Qi Zhang 066 (WWW (Companion Volume), 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)