Yutao Zhu

155 papers A* 25A 8B 3Journal 91Unranked 28
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Model-agnostic Pre-training Framework for Search Result Diversification.
ACM Trans. Inf. Syst.
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2026 J jnl
Agentic-R: Learning to Retrieve for Agentic Search.
CoRR
Wenhan Liu, Xinyu Ma, Yutao Zhu, Yuchen Li, Daiting Shi, Dawei Yin, Zhicheng Dou
2026 A* conf
DeepAgent: A General Reasoning Agent with Scalable Toolsets.
WWW
Xiaoxi Li, Wenxiang Jiao, Jiarui Jin, Guanting Dong, Jiajie Jin, Yinuo Wang, Hao Wang, Yutao Zhu, Ji-Rong Wen, Yuan Lu, Zhicheng Dou
2026 J jnl
DeepImageSearch: Benchmarking Multimodal Agents for Context-Aware Image Retrieval in Visual Histories.
CoRR
Chenlong Deng, Mengjie Deng, Junjie Wu, Dun Zeng, Teng Wang, Qingsong Xie, Jiadeng Huang, Shengjie Ma, Changwang Zhang, Zhaoxiang Wang, Jun Wang, Yutao Zhu, Zhicheng Dou
2026 J jnl
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task.
ACM Trans. Inf. Syst.
Wenhan Liu, Yutao Zhu, Zhicheng Dou, Yujia Zhou
2026 J jnl
EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis.
CoRR
Xiaoshuai Song, Haofei Chang, Guanting Dong, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen
2026 A* conf
Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources.
AAAI
Zhaoheng Huang, Yutao Zhu, Jirong Wen, Zhicheng Dou
2026 J jnl
GISA: A Benchmark for General Information-Seeking Assistant.
CoRR
Yutao Zhu, Xingshuo Zhang, Maosen Zhang, Jiajie Jin, Liancheng Zhang, Xiaoshuai Song, Kangzhi Zhao, Wencong Zeng, Ruiming Tang, Han Li, Ji-Rong Wen, Zhicheng Dou
2026 A* conf
Hide and Seek with LLMs: An Adversarial Game for Sneaky Error Generation and Self-Improving Diagnosis.
AAAI
Rui Zou, Mengqi Wei, Yutao Zhu, Jirong Wen, Xin Zhao, Jing Chen
2026 J jnl
LaSER: Internalizing Explicit Reasoning into Latent Space for Dense Retrieval.
CoRR
Jiajie Jin, Yanzhao Zhang, Mingxin Li, Dingkun Long, Pengjun Xie, Yutao Zhu, Zhicheng Dou
2026 J jnl
Large Language Models for Information Retrieval: A Survey.
ACM Trans. Inf. Syst.
Yutao Zhu, Huaying Yuan, Shuting Wang, Jiongnan Liu, Wenhan Liu, Chenlong Deng, Haonan Chen, Zheng Liu, Zhicheng Dou, Ji-Rong Wen
2026 J jnl
Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning.
CoRR
Yuyang Hu, Jiongnan Liu, Jiejun Tan, Yutao Zhu, Zhicheng Dou
2026 J jnl
RecThinker: An Agentic Framework for Tool-Augmented Reasoning in Recommendation.
CoRR
Haobo Zhang, Yutao Zhu, Kelong Mao, Tianhao Li, Zhicheng Dou
2026 J jnl
Social Cognitive Theory Enhanced Diversified Recommendation.
ACM Trans. Inf. Syst.
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2026 A* conf
Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning.
WWW
Guanting Dong, Licheng Bao, Zhongyuan Wang, Kangzhi Zhao, Xiaoxi Li, Jiajie Jin, Jinghan Yang, Hangyu Mao, Fuzheng Zhang, Kun Gai, Guorui Zhou, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou
2025 J jnl
A Survey of Conversational Search.
ACM Trans. Inf. Syst.
Fengran Mo, Kelong Mao, Ziliang Zhao, Hongjin Qian, Haonan Chen, Yiruo Cheng, Xiaoxi Li, Yutao Zhu, Zhicheng Dou, Jian-Yun Nie
2025 J jnl
A text-guided protein design framework.
Nat. Mac. Intell.
Shengchao Liu, Yanjing Li, Zhuoxinran Li, Anthony Gitter, Yutao Zhu, Jiarui Lu, Zhao Xu, Weili Nie, Arvind Ramanathan, Chaowei Xiao, Jian Tang, Hongyu Guo, Anima Anandkumar
2025 J jnl
Agentic Entropy-Balanced Policy Optimization.
CoRR
Guanting Dong, Licheng Bao, Zhongyuan Wang, Kangzhi Zhao, Xiaoxi Li, Jiajie Jin, Jinghan Yang, Hangyu Mao, Fuzheng Zhang, Kun Gai, Guorui Zhou, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou
2025 J jnl
Agentic Reinforced Policy Optimization.
CoRR
Guanting Dong, Hangyu Mao, Kai Ma, Licheng Bao, Yifei Chen, Zhongyuan Wang, Zhongxia Chen, Jiazhen Du, Huiyang Wang, Fuzheng Zhang, Guorui Zhou, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou
2025 J jnl
CAGS: Context-Aware Document Ranking With Contrastive Graph Sampling.
IEEE Trans. Knowl. Data Eng.
Zhaoheng Huang, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen
2025 — conf
CoRanking: Collaborative Ranking with Small and Large Ranking Agents.
EMNLP (Findings)
Wenhan Liu, Xinyu Ma, Yutao Zhu, Lixin Su, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou
2025 J jnl
CoRanking: Collaborative Ranking with Small and Large Ranking Agents.
CoRR
Wenhan Liu, Xinyu Ma, Yutao Zhu, Lixin Su, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou
2025 J jnl
Decoupled Planning and Execution: A Hierarchical Reasoning Framework for Deep Search.
CoRR
Jiajie Jin, Xiaoxi Li, Guanting Dong, Yuyao Zhang, Yutao Zhu, Zhao Yang, Hongjin Qian, Zhicheng Dou
2025 J jnl
DeepAgent: A General Reasoning Agent with Scalable Toolsets.
CoRR
Xiaoxi Li, Wenxiang Jiao, Jiarui Jin, Guanting Dong, Jiajie Jin, Yinuo Wang, Hao Wang, Yutao Zhu, Ji-Rong Wen, Yuan Lu, Zhicheng Dou
2025 A* conf
Descriptive and Discriminative Document Identifiers for Generative Retrieval.
AAAI
Jiehan Cheng, Zhicheng Dou, Yutao Zhu, Xiaoxi Li
2025 — conf
Embedding Prior Task-specific Knowledge into Language Models for Context-aware Document Ranking.
KDD (1)
Shuting Wang, Yutao Zhu, Zhicheng Dou
2025 A* conf
Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency.
EMNLP
Zhaoheng Huang, Yutao Zhu, Ji-Rong Wen, Zhicheng Dou
2025 J jnl
FinSight: Towards Real-World Financial Deep Research.
CoRR
Jiajie Jin, Yuyao Zhang, Yimeng Xu, Hongjin Qian, Yutao Zhu, Zhicheng Dou
2025 — conf
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research.
WWW (Companion Volume)
Jiajie Jin, Yutao Zhu, Zhicheng Dou, Guanting Dong, Xinyu Yang, Chenghao Zhang, Tong Zhao, Zhao Yang, Ji-Rong Wen
2025 J jnl
From Matching to Generation: A Survey on Generative Information Retrieval.
ACM Trans. Inf. Syst.
Xiaoxi Li, Jiajie Jin, Yujia Zhou, Yuyao Zhang, Peitian Zhang, Yutao Zhu, Zhicheng Dou
2025 A* conf
From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models.
ACM Multimedia
Yuying Shang, Xinyi Zeng, Yutao Zhu, Xiao Yang, Zhengwei Fang, Jingyuan Zhang, Jiawei Chen, Zinan Liu, Yu Tian
2025 J jnl
Hide and Seek with LLMs: An Adversarial Game for Sneaky Error Generation and Self-Improving Diagnosis.
CoRR
Rui Zou, Mengqi Wei, Yutao Zhu, Jirong Wen, Xin Zhao, Jing Chen
2025 — conf
Hierarchical Document Refinement for Long-context Retrieval-augmented Generation.
ACL (1)
Jiajie Jin, Xiaoxi Li, Guanting Dong, Yuyao Zhang, Yutao Zhu, Yongkang Wu, Zhonghua Li, Ye Qi, Zhicheng Dou
2025 J jnl
Hierarchical Document Refinement for Long-context Retrieval-augmented Generation.
CoRR
Jiajie Jin, Xiaoxi Li, Guanting Dong, Yuyao Zhang, Yutao Zhu, Yongkang Wu, Zhonghua Li, Qi Ye, Zhicheng Dou
2025 B conf
KGSS:Knowledge-guided Sample Selection for Prompt Generation in Large Language Model.
SMC
Yan Chen, Guang Yang, Yutao Zhu, Zhicheng Dou, Lifang Wu
2025 — conf
LLMs + Persona-Plug = Personalized LLMs.
ACL (1)
Jiongnan Liu, Yutao Zhu, Shuting Wang, Xiaochi Wei, Erxue Min, Yu Lu, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou
2025 — conf
Little Giants: Synthesizing High-Quality Embedding Data at Scale.
NAACL (Long Papers)
Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
2025 J jnl
Memory in the Age of AI Agents.
CoRR
Yuyang Hu, Shichun Liu, Yanwei Yue, Guibin Zhang, Boyang Liu, Fangyi Zhu, Jiahang Lin, Honglin Guo, Shihan Dou, Zhiheng Xi, Senjie Jin, Jiejun Tan, Yanbin Yin, Jiongnan Liu, Zeyu Zhang, Zhongxiang Sun, Yutao Zhu, Hao Sun, Boci Peng, Zhenrong Cheng, Xuanbo Fan, Jiaxin Guo, Xinlei Yu, Zhenhong Zhou, Zewen Hu, Jiahao Huo, Junhao Wang, Yuwei Niu, Yu Wang, Zhenfei Yin, Xiaobin Hu, Yue Liao, Qiankun Li, Kun Wang, Wangchunshu Zhou, Yixin Liu, Dawei Cheng, Qi Zhang, Tao Gui, Shirui Pan, Yan Zhang, Philip Torr, Zhicheng Dou, Ji-Rong Wen, Xuanjing Huang, Yu-Gang Jiang, Shuicheng Yan
2025 A* conf
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models.
AAAI
Yutao Zhu, Zhaoheng Huang, Zhicheng Dou, Ji-Rong Wen
2025 — conf
Progressive Multimodal Reasoning via Active Retrieval.
ACL (1)
Guanting Dong, Chenghao Zhang, Mengjie Deng, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen
2025 — conf
RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation.
ACL (1)
Guanting Dong, Jiajie Jin, Xiaoxi Li, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen
2025 J jnl
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability.
CoRR
Wenhan Liu, Xinyu Ma, Weiwei Sun, Yutao Zhu, Yuchen Li, Dawei Yin, Zhicheng Dou
2025 J jnl
Revisiting RAG Ensemble: A Theoretical and Mechanistic Analysis of Multi-RAG System Collaboration.
CoRR
Yifei Chen, Guanting Dong, Yutao Zhu, Zhicheng Dou
2025 B conf
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation.
COLING
Shuting Wang, Xin Yu, Mang Wang, Weipeng Chen, Yutao Zhu, Zhicheng Dou
2025 A* conf
Search-o1: Agentic Search-Enhanced Large Reasoning Models.
EMNLP
Xiaoxi Li, Guanting Dong, Jiajie Jin, Yuyao Zhang, Yujia Zhou, Yutao Zhu, Peitian Zhang, Zhicheng Dou
2025 J jnl
Search-o1: Agentic Search-Enhanced Large Reasoning Models.
CoRR
Xiaoxi Li, Guanting Dong, Jiajie Jin, Yuyao Zhang, Yujia Zhou, Yutao Zhu, Peitian Zhang, Zhicheng Dou
2025 A* conf
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization.
EMNLP
Yutao Zhu, Jiajie Jin, Hongjin Qian, Zheng Liu, Zhicheng Dou, Ji-Rong Wen
2025 J jnl
Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization.
CoRR
Yutao Zhu, Jiajie Jin, Hongjin Qian, Zheng Liu, Zhicheng Dou, Ji-Rong Wen
2025 — conf
Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models.
ACL (1)
Wenhan Liu, Xinyu Ma, Yutao Zhu, Ziliang Zhao, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou
2025 J jnl
Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning.
CoRR
Guanting Dong, Yifei Chen, Xiaoxi Li, Jiajie Jin, Hongjin Qian, Yutao Zhu, Hangyu Mao, Guorui Zhou, Zhicheng Dou, Ji-Rong Wen
2025 A* conf
Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation.
AAAI
Guanting Dong, Xiaoshuai Song, Yutao Zhu, Runqi Qiao, Zhicheng Dou, Ji-Rong Wen
2025 — conf
Towards Effective and Efficient Continual Pre-training of Large Language Models.
ACL (1)
Jie Chen, Zhipeng Chen, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Yingqian Min, Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ji-Rong Wen
2025 A* conf
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation.
WWW
Guanting Dong, Yutao Zhu, Chenghao Zhang, Zechen Wang, Ji-Rong Wen, Zhicheng Dou
2025 J jnl
WebThinker: Empowering Large Reasoning Models with Deep Research Capability.
CoRR
Xiaoxi Li, Jiajie Jin, Guanting Dong, Hongjin Qian, Yutao Zhu, Yongkang Wu, Ji-Rong Wen, Zhicheng Dou
2025 — conf
YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model.
ACL (1)
Yiwen Hu, Huatong Song, Jie Chen, Jia Deng, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Zican Dong, Yang Lu, Xu Miao, Xin Zhao, Ji-Rong Wen
2025 — conf
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data.
ACL (Findings)
Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
2025 J jnl
mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data.
CoRR
Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
2024 J jnl
A Survey of Conversational Search.
CoRR
Fengran Mo, Kelong Mao, Ziliang Zhao, Hongjin Qian, Haonan Chen, Yiruo Cheng, Xiaoxi Li, Yutao Zhu, Zhicheng Dou, Jian-Yun Nie
2024 A* conf
An Integrated Data Processing Framework for Pretraining Foundation Models.
SIGIR
Yiding Sun, Feng Wang, Yutao Zhu, Wayne Xin Zhao, Jiaxin Mao
2024 J jnl
An Integrated Data Processing Framework for Pretraining Foundation Models.
CoRR
Yiding Sun, Feng Wang, Yutao Zhu, Wayne Xin Zhao, Jiaxin Mao
2024 — conf
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence.
ACL (Findings)
Jiajie Jin, Yutao Zhu, Yujia Zhou, Zhicheng Dou
2024 J jnl
BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence.
CoRR
Jiajie Jin, Yutao Zhu, Yujia Zhou, Zhicheng Dou
2024 A conf
CL4DIV: A Contrastive Learning Framework for Search Result Diversification.
WSDM
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2024 J jnl
DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task.
CoRR
Wenhan Liu, Yutao Zhu, Zhicheng Dou
2024 J jnl
DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation.
CoRR
Shuting Wang, Jiongnan Liu, Shiren Song, Jiehan Cheng, YuQi Fu, Peidong Guo, Kun Fang, Yutao Zhu, Zhicheng Dou
2024 J jnl
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research.
CoRR
Jiajie Jin, Yutao Zhu, Xinyu Yang, Chenghao Zhang, Zhicheng Dou
2024 J jnl
From Matching to Generation: A Survey on Generative Information Retrieval.
CoRR
Xiaoxi Li, Jiajie Jin, Yujia Zhou, Yuyao Zhang, Peitian Zhang, Yutao Zhu, Zhicheng Dou
2024 J jnl
From Novice to Expert: LLM Agent Policy Optimization via Step-wise Reinforcement Learning.
CoRR
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen, Ruibin Xiong, Mang Wang, Weipeng Chen
2024 J jnl
From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models.
CoRR
Yuying Shang, Xinyi Zeng, Yutao Zhu, Xiao Yang, Zhengwei Fang, Jingyuan Zhang, Jiawei Chen, Zinan Liu, Yu Tian
2024 J jnl
How to personalize and whether to personalize? Candidate documents decide.
Knowl. Inf. Syst.
Wenhan Liu, Yujia Zhou, Yutao Zhu, Zhicheng Dou
2024 — conf
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning.
ACL (1)
Yutao Zhu, Peitian Zhang, Chenghao Zhang, Yifei Chen, Binyu Xie, Zheng Liu, Ji-Rong Wen, Zhicheng Dou
2024 J jnl
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning.
CoRR
Yutao Zhu, Peitian Zhang, Chenghao Zhang, Yifei Chen, Binyu Xie, Zhicheng Dou, Zheng Liu, Ji-Rong Wen
2024 — conf
Information Retrieval Meets Large Language Models.
WWW (Companion Volume)
Zheng Liu, Yujia Zhou, Yutao Zhu, Jianxun Lian, Chaozhuo Li, Zhicheng Dou, Defu Lian, Jian-Yun Nie
2024 A* conf
JDivPS: A Diversified Product Search Dataset.
SIGIR
Zhirui Deng, Zhicheng Dou, Yutao Zhu, Xubo Qin, Pengchao Cheng, Jiangxu Wu, Hao Wang
2024 J jnl
LLMs + Persona-Plug = Personalized LLMs.
CoRR
Jiongnan Liu, Yutao Zhu, Shuting Wang, Xiaochi Wei, Erxue Min, Yu Lu, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou
2024 J jnl
Little Giants: Synthesizing High-Quality Embedding Data at Scale.
CoRR
Haonan Chen, Liang Wang, Nan Yang, Yutao Zhu, Ziliang Zhao, Furu Wei, Zhicheng Dou
2024 A* conf
Mining Exploratory Queries for Conversational Search.
WWW
Wenhan Liu, Ziliang Zhao, Yutao Zhu, Zhicheng Dou
2024 J jnl
One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models.
CoRR
Yutao Zhu, Zhaoheng Huang, Zhicheng Dou, Ji-Rong Wen
2024 J jnl
Passage-aware Search Result Diversification.
ACM Trans. Inf. Syst.
Zhan Su, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2024 J jnl
Progressive Multimodal Reasoning via Active Retrieval.
CoRR
Guanting Dong, Chenghao Zhang, Mengjie Deng, Yutao Zhu, Zhicheng Dou, Ji-Rong Wen
2024 J jnl
Query-Oriented Data Augmentation for Session Search.
IEEE Trans. Knowl. Data Eng.
Haonan Chen, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2024 J jnl
Query-oriented Data Augmentation for Session Search.
CoRR
Haonan Chen, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2024 J jnl
RichRAG: Crafting Rich Responses for Multi-faceted Queries in Retrieval-Augmented Generation.
CoRR
Shuting Wang, Xin Yu, Mang Wang, Weipeng Chen, Yutao Zhu, Zhicheng Dou
2024 J jnl
Root Defence Strategies: Ensuring Safety of LLM at the Decoding Level.
CoRR
Xinyi Zeng, Yuying Shang, Yutao Zhu, Jiawei Chen, Yu Tian
2024 J jnl
Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models.
CoRR
Wenhan Liu, Xinyu Ma, Yutao Zhu, Ziliang Zhao, Shuaiqiang Wang, Dawei Yin, Zhicheng Dou
2024 — conf
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs.
ACL (1)
Jiejun Tan, Zhicheng Dou, Yutao Zhu, Peidong Guo, Kun Fang, Ji-Rong Wen
2024 J jnl
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs.
CoRR
Jiejun Tan, Zhicheng Dou, Yutao Zhu, Peidong Guo, Kun Fang, Ji-Rong Wen
2024 J jnl
Toward General Instruction-Following Alignment for Retrieval-Augmented Generation.
CoRR
Guanting Dong, Xiaoshuai Song, Yutao Zhu, Runqi Qiao, Zhicheng Dou, Ji-Rong Wen
2024 J jnl
Towards Effective and Efficient Continual Pre-training of Large Language Models.
CoRR
Jie Chen, Zhipeng Chen, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Yingqian Min, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ji-Rong Wen
2024 J jnl
UFO: a Unified and Flexible Framework for Evaluating Factuality of Large Language Models.
CoRR
Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2024 J jnl
Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation.
CoRR
Guanting Dong, Yutao Zhu, Chenghao Zhang, Zechen Wang, Zhicheng Dou, Ji-Rong Wen
2024 J jnl
YuLan-Mini: An Open Data-efficient Language Model.
CoRR
Yiwen Hu, Huatong Song, Jia Deng, Jiapeng Wang, Jie Chen, Kun Zhou, Yutao Zhu, Jinhao Jiang, Zican Dong, Wayne Xin Zhao, Ji-Rong Wen
2024 J jnl
YuLan: An Open-source Large Language Model.
CoRR
Yutao Zhu, Kun Zhou, Kelong Mao, Wentong Chen, Yiding Sun, Zhipeng Chen, Qian Cao, Yihan Wu, Yushuo Chen, Feng Wang, Lei Zhang, Junyi Li, Xiaolei Wang, Lei Wang, Beichen Zhang, Zican Dong, Xiaoxue Cheng, Yuhan Chen, Xinyu Tang, Yupeng Hou, Qiangqiang Ren, Xincheng Pang, Shufang Xie, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ze-Feng Gao, Yueguo Chen, Weizheng Lu, Ji-Rong Wen
2023 J jnl
A Text-guided Protein Design Framework.
CoRR
Shengchao Liu, Yutao Zhu, Jiarui Lu, Zhao Xu, Weili Nie, Anthony Gitter, Chaowei Xiao, Jian Tang, Hongyu Guo, Anima Anandkumar
2023 J jnl
An Empirical Study of Uniform-Architecture Knowledge Distillation in Document Ranking.
CoRR
Xubo Qin, Xiyuan Liu, Xiongfeng Zheng, Jie Liu, Yutao Zhu
2023 J jnl
Contrastive Learning for Legal Judgment Prediction.
ACM Trans. Inf. Syst.
Han Zhang, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2023 — conf
ConvGQR: Generative Query Reformulation for Conversational Search.
ACL (1)
Fengran Mo, Kelong Mao, Yutao Zhu, Yihong Wu, Kaiyu Huang, Jian-Yun Nie
2023 J jnl
ConvGQR: Generative Query Reformulation for Conversational Search.
CoRR
Fengran Mo, Kelong Mao, Yutao Zhu, Yihong Wu, Kaiyu Huang, Jian-Yun Nie
2023 J jnl
Don't Make Your LLM an Evaluation Benchmark Cheater.
CoRR
Kun Zhou, Yutao Zhu, Zhipeng Chen, Wentong Chen, Wayne Xin Zhao, Xu Chen, Yankai Lin, Ji-Rong Wen, Jiawei Han
2023 J jnl
GDESA: Greedy Diversity Encoder with Self-attention for Search Results Diversification.
ACM Trans. Inf. Syst.
Xubo Qin, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2023 — conf
Hence, Socrates is mortal: A Benchmark for Natural Language Syllogistic Reasoning.
ACL (Findings)
Yongkang Wu, Meng Han, Yutao Zhu, Lei Li, Xinyu Zhang, Ruofei Lai, Xiaoguang Li, Yuanhang Ren, Zhicheng Dou, Zhao Cao
2023 A conf
Heterogeneous Graph-based Context-aware Document Ranking.
WSDM
Shuting Wang, Zhicheng Dou, Yutao Zhu
2023 — conf
Joint Semantic and Strategy Matching for Persuasive Dialogue.
EMNLP (Findings)
Chuhao Jin, Yutao Zhu, Lingzhen Kong, Shijie Li, Xiao Zhang, Ruihua Song, Xu Chen, Huan Chen, Yuchong Sun, Yu Chen, Jun Xu
2023 J jnl
Large Language Models for Information Retrieval: A Survey.
CoRR
Yutao Zhu, Huaying Yuan, Shuting Wang, Jiongnan Liu, Wenhan Liu, Chenlong Deng, Zhicheng Dou, Ji-Rong Wen
2023 A* conf
Learning from the Wisdom of Crowds: Exploiting Similar Sessions for Session Search.
AAAI
Yuhang Ye, Zhonghua Li, Zhicheng Dou, Yutao Zhu, Changwang Zhang, Shangquan Wu, Zhao Cao
2023 A* conf
Learning to Relate to Previous Turns in Conversational Search.
KDD
Fengran Mo, Jian-Yun Nie, Kaiyu Huang, Kelong Mao, Yutao Zhu, Peng Li, Yang Liu
2023 J jnl
Learning to Relate to Previous Turns in Conversational Search.
CoRR
Fengran Mo, Jian-Yun Nie, Kaiyu Huang, Kelong Mao, Yutao Zhu, Peng Li, Yang Liu
2023 J jnl
WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus.
CoRR
Hongjing Qian, Yutao Zhu, Zhicheng Dou, Haoqi Gu, Xinyu Zhang, Zheng Liu, Ruofei Lai, Zhao Cao, Jian-Yun Nie, Ji-Rong Wen
2022 B conf
Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding.
COLING
Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Jiawen Wu, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou, Xipeng Qiu
2022 J jnl
Coarse-to-Fine: Hierarchical Multi-task Learning for Natural Language Understanding.
CoRR
Zhaoye Fei, Yu Tian, Yongkang Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Jiawen Wu, Dejiang Kong, Ruofei Lai, Zhao Cao, Zhicheng Dou, Xipeng Qiu
2022 A conf
Enhancing User Behavior Sequence Modeling by Generative Tasks for Session Search.
CIKM
Haonan Chen, Zhicheng Dou, Yutao Zhu, Zhao Cao, Xiaohua Cheng, Ji-Rong Wen
2022 J jnl
Enhancing User Behavior Sequence Modeling by Generative Tasks for Session Search.
CoRR
Haonan Chen, Zhicheng Dou, Yutao Zhu, Zhao Cao, Xiaohua Cheng, Ji-Rong Wen
2022 A conf
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking.
CIKM
Yutao Zhu, Jian-Yun Nie, Yixuan Su, Haonan Chen, Xinyu Zhang, Zhicheng Dou
2022 J jnl
From Easy to Hard: A Dual Curriculum Learning Framework for Context-Aware Document Ranking.
CoRR
Yutao Zhu, Jian-Yun Nie, Yixuan Su, Haonan Chen, Xinyu Zhang, Zhicheng Dou
2022 J jnl
Graph Neural Collaborative Topic Model for Citation Recommendation.
ACM Trans. Inf. Syst.
Qianqian Xie, Yutao Zhu, Jimin Huang, Pan Du, Jian-Yun Nie
2022 A* conf
Knowledge Enhanced Search Result Diversification.
KDD
Zhan Su, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2022 — conf
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation.
NAACL-HLT
Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, Ji-Rong Wen
2022 J jnl
Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation.
CoRR
Hanxun Zhong, Zhicheng Dou, Yutao Zhu, Hongjin Qian, Ji-Rong Wen
2022 J jnl
Leveraging Narrative to Generate Movie Script.
ACM Trans. Inf. Syst.
Yutao Zhu, Ruihua Song, Jian-Yun Nie, Pan Du, Zhicheng Dou, Jin Zhou
2022 — conf
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling.
EMNLP (Findings)
Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, Zhengyi Ma
2022 J jnl
MCP: Self-supervised Pre-training for Personalized Chatbots with Multi-level Contrastive Sampling.
CoRR
Zhaoheng Huang, Zhicheng Dou, Yutao Zhu, Zhengyi Ma
2022 J jnl
PReGAN: Answer Oriented Passage Ranking with Weakly Supervised GAN.
CoRR
Pan Du, Jian-Yun Nie, Yutao Zhu, Hao Jiang, Lixin Zou, Xiaohui Yan
2022 J jnl
Pre-training for Information Retrieval: Are Hyperlinks Fully Explored?
CoRR
Jiawen Wu, Xinyu Zhang, Yutao Zhu, Zheng Liu, Zikai Guo, Zhaoye Fei, Ruofei Lai, Yongkang Wu, Zhao Cao, Zhicheng Dou
2021 J jnl
BERT4SO: Neural Sentence Ordering by Fine-tuning BERT.
CoRR
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Shengchao Liu, Pan Du
2021 — conf
Content Selection Network for Document-Grounded Retrieval-Based Chatbots.
ECIR (1)
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Zhicheng Dou
2021 J jnl
Content Selection Network for Document-grounded Retrieval-based Chatbots.
CoRR
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Zhicheng Dou
2021 A conf
Contrastive Learning of User Behavior Sequence for Context-Aware Document Ranking.
CIKM
Yutao Zhu, Jian-Yun Nie, Zhicheng Dou, Zhengyi Ma, Xinyu Zhang, Pan Du, Xiaochen Zuo, Hao Jiang
2021 J jnl
Contrastive Learning of User Behavior Sequence for Context-Aware Document Ranking.
CoRR
Yutao Zhu, Jian-Yun Nie, Zhicheng Dou, Zhengyi Ma, Xinyu Zhang, Pan Du, Xiaochen Zuo, Hao Jiang
2021 J jnl
Emotion Eliciting Machine: Emotion Eliciting Conversation Generation based on Dual Generator.
CoRR
Hao Jiang, Yutao Zhu, Xinyu Zhang, Zhicheng Dou, Pan Du, Te Pi, Yantao Jia
2021 — conf
Few-Shot Charge Prediction with Multi-grained Features and Mutual Information.
CCL
Han Zhang, Zhicheng Dou, Yutao Zhu, Jirong Wen
2021 — conf
Interaction-Based Document Matching for Implicit Search Result Diversification.
CCIR
Xubo Qin, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2021 A conf
Learning Implicit User Profile for Personalized Retrieval-Based Chatbot.
CIKM
Hongjin Qian, Zhicheng Dou, Yutao Zhu, Yueyuan Ma, Ji-Rong Wen
2021 J jnl
Learning Implicit User Profiles for Personalized Retrieval-Based Chatbot.
CoRR
Hongjin Qian, Zhicheng Dou, Yutao Zhu, Yueyuan Ma, Ji-Rong Wen
2021 A* conf
Modeling Intent Graph for Search Result Diversification.
SIGIR
Zhan Su, Zhicheng Dou, Yutao Zhu, Xubo Qin, Ji-Rong Wen
2021 A* conf
Neural Sentence Ordering Based on Constraint Graphs.
AAAI
Yutao Zhu, Kun Zhou, Jian-Yun Nie, Shengchao Liu, Zhicheng Dou
2021 J jnl
Neural Sentence Ordering Based on Constraint Graphs.
CoRR
Yutao Zhu, Kun Zhou, Jian-Yun Nie, Shengchao Liu, Zhicheng Dou
2021 A* conf
One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles.
SIGIR
Zhengyi Ma, Zhicheng Dou, Yutao Zhu, Hanxun Zhong, Ji-Rong Wen
2021 J jnl
One Chatbot Per Person: Creating Personalized Chatbots based on Implicit User Profiles.
CoRR
Zhengyi Ma, Zhicheng Dou, Yutao Zhu, Hanxun Zhong, Ji-Rong Wen
2021 A conf
PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling.
CIKM
Yujia Zhou, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2021 J jnl
PSSL: Self-supervised Learning for Personalized Search with Contrastive Sampling.
CoRR
Yujia Zhou, Zhicheng Dou, Yutao Zhu, Ji-Rong Wen
2021 A* conf
Pchatbot: A Large-Scale Dataset for Personalized Chatbot.
SIGIR
Hongjin Qian, Xiaohe Li, Hanxun Zhong, Yu Guo, Yueyuan Ma, Yutao Zhu, Zhanliang Liu, Zhicheng Dou, Ji-Rong Wen
2021 A* conf
Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals.
SIGIR
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Hao Jiang, Zhicheng Dou
2021 J jnl
Proactive Retrieval-based Chatbots based on Relevant Knowledge and Goals.
CoRR
Yutao Zhu, Jian-Yun Nie, Kun Zhou, Pan Du, Hao Jiang, Zhicheng Dou
2020 J jnl
Deep cross-platform product matching in e-commerce.
Inf. Retr. J.
Juan Li, Zhicheng Dou, Yutao Zhu, Xiaochen Zuo, Ji-Rong Wen
2020 J jnl
Improving Multi-Turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting.
CoRR
Kun Zhou, Wayne Xin Zhao, Yutao Zhu, Ji-Rong Wen, Jingsong Yu
2020 — conf
Improving Multi-turn Response Selection Models with Complementary Last-Utterance Selection by Instance Weighting.
PAKDD (2)
Kun Zhou, Wayne Xin Zhao, Yutao Zhu, Ji-Rong Wen, Jingsong Yu
2020 J jnl
ReBoost: a retrieval-boosted sequence-to-sequence model for neural response generation.
Inf. Retr. J.
Yutao Zhu, Zhicheng Dou, Jian-Yun Nie, Ji-Rong Wen
2020 A conf
S3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization.
CIKM
Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
2020 J jnl
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization.
CoRR
Kun Zhou, Hui Wang, Wayne Xin Zhao, Yutao Zhu, Sirui Wang, Fuzheng Zhang, Zhongyuan Wang, Ji-Rong Wen
2020 A* conf
ScriptWriter: Narrative-Guided Script Generation.
ACL
Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun Nie, Jin Zhou
2020 J jnl
ScriptWriter: Narrative-Guided Script Generation.
CoRR
Yutao Zhu, Ruihua Song, Zhicheng Dou, Jian-Yun Nie, Jin Zhou
2019 — conf
A Hybrid Framework of Emotion-Aware Seq2Seq Model for Emotional Conversation Generation.
NTCIR (Revised Selected Papers)
Xiaohe Li, Jiaqing Liu, Weihao Zheng, Xiangbo Wang, Yutao Zhu, Zhicheng Dou
2019 — conf
RUCIR at NTCIR-14 STC-3 Task.
NTCIR
Xiaohe Li, Jiaqing Liu, Weihao Zheng, Xiangbo Wang, Yutao Zhu, Zhicheng Dou
2018 A* conf
An Attribute-aware Neural Attentive Model for Next Basket Recommendation.
SIGIR
Ting Bai, Jian-Yun Nie, Wayne Xin Zhao, Yutao Zhu, Pan Du, Ji-Rong Wen
2017 — conf
RUCIR at the NTCIR-13 STC-2 Task.
NTCIR
Yutao Zhu, Zhicheng Dou, Xiangbo Wang, Xiaochen Zuo, Shuqi Lu, Zhengyi Ma, Xinyu Zhang