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Zhu, Yutao

  1. Search-o1: Agentic Search-Enhanced Large Reasoning Models
    2025/01/09 by Xiaoxi Li, Guanting Dong, Li, Xiaoxi +13 · 142 citations
    Computer Science · #Semantic Web and Ontologies #Data Management and Algorithms
  2. Large Language Models for Information Retrieval: A Survey
    2023/08/14 by Yutao Zhu, Zhu, Yutao, Huaying Yuan +17 · 50 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  3. Memory in the Age of AI Agents
    2025/12/15 by Yuyang Hu, Shichun Liu, Hu, Yuyang +98 · 3 voices · 16 citations
    Computer Science · Engineering · #AI-based Problem Solving and Planning #Ferroelectric and Negative Capacitance Devices #Reinforcement Learning in Robotics #cs.AI #cs.CL
  4. WebThinker: Empowering Large Reasoning Models with Deep Research Capability
    2025/04/30 by Xiaoxi Li, Li, Xiaoxi, Jiajie Jin +13 · 113 citations
    Computer Science · #Topic Modeling #Advanced Graph Neural Networks #Information Retrieval and Search Behavior
  5. Don't Make Your LLM an Evaluation Benchmark Cheater
    2023/11/03 by Kun Zhou, Yutao Zhu, Zhou, Kun +15 · 23 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  6. From Matching to Generation: A Survey on Generative Information Retrieval
    2024/04/23 by Xiaoxi Li, Li, Xiaoxi, Jiajie Jin +11 · 21 citations
    Computer Science · #Information Retrieval and Search Behavior #Recommender Systems and Techniques #Data Mining Algorithms and Applications
  7. ConvGQR: Generative Query Reformulation for Conversational Search
    2023/05/25 by Fengran Mo, Kelong Mao, Mo, Fengran +9 · 10 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimodal Machine Learning Applications #Topic Modeling
  8. Agentic Reinforced Policy Optimization
    2025/07/26 by Dong, Guanting, Mao, Hangyu, Ma, Kai +11 · 40 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  9. Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs
    2024/02/19 by Jiejun Tan, Zhicheng Dou, Tan, Jiejun +9 · 9 citations
    Business, Management and Accounting · Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Law, AI, and Intellectual Property #Private Equity and Venture Capital
  10. Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
    2024/06/26 by Dong, Guanting, Zhu, Yutao, Zhang, Chenghao +3 · 12 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  11. mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data
    2025/02/12 by Chen, Haonan, Wang, Liang, Yang, Nan +4 · 15 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models
    2024/06/12 by Yao Lu, Yutao Zhu, Lu, Yao +11 · 8 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Wireless Signal Modulation Classification
  13. Less is More: Learning to Refine Dialogue History for Personalized Dialogue Generation
    2022/04/18 by Zhong, Hanxun, Dou, Zhicheng, Zhu, Yutao +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Tool-Star: Empowering LLM-Brained Multi-Tool Reasoner via Reinforcement Learning
    2025/05/22 by Guanting Dong, Dong, Guanting, Chen, Yifei +15 · 20 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Reinforcement Learning in Robotics #Topic Modeling
  15. DomainRAG: A Chinese Benchmark for Evaluating Domain-specific Retrieval-Augmented Generation
    2024/06/09 by Shuting Wang, Wang, Shuting, Liu, Jiongnan +13 · 6 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning
  16. Progressive Multimodal Reasoning via Active Retrieval
    2024/12/19 by Guanting Dong, Chenghao Zhang, Dong, Guanting +9 · 10 citations
    Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Speech and dialogue systems
  17. Learning to Relate to Previous Turns in Conversational Search
    2023/06/05 by Mo, Fengran, Nie, Jian-Yun, Huang, Kaiyu +4 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  18. A Text-guided Protein Design Framework
    2023/02/09 by Liu, Shengchao, Li, Yanjing, Li, Zhuoxinran +10 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Quantitative Methods (q-bio.QM)
  19. WebBrain: Learning to Generate Factually Correct Articles for Queries by Grounding on Large Web Corpus
    2023/04/10 by Qian, Hongjing, Zhu, Yutao, Dou, Zhicheng +7 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Little Giants: Synthesizing High-Quality Embedding Data at Scale
    2024/10/24 by Chen, Haonan, Wang, Liang, Yang, Nan +4 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  21. A Survey of Conversational Search
    2024/10/21 by Fengran Mo, Mo, Fengran, Kelong Mao +17 · 4 citations
    Computer Science · Social Sciences · #AI in Service Interactions #Computation and Language (cs.CL) #Education and Critical Thinking Development #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Speech and dialogue systems
  22. ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability
    2025/08/09 by Liu, Wenhan, Ma, Xinyu, Sun, Weiwei +4 · 15 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  23. DemoRank: Selecting Effective Demonstrations for Large Language Models in Ranking Task
    2024/06/24 by Liu, Wenhan, Zhu, Yutao, Dou, Zhicheng · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  24. Towards Effective and Efficient Continual Pre-training of Large Language Models
    2024/07/26 by Jie Chen, Zhipeng Chen, Chen, Jie +35 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  25. Toward General Instruction-Following Alignment for Retrieval-Augmented Generation
    2024/10/12 by Guanting Dong, Xi Song, Dong, Guanting +9 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  26. From Novice to Expert: LLM Agent Policy Optimization via Step-wise Reinforcement Learning
    2024/11/06 by Zhirui Deng, Zhicheng Dou, Deng, Zhirui +11 · 3 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  27. INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning
    2024/01/12 by Zhu, Yutao, Zhang, Peitian, Zhang, Chenghao +5 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  28. YuLan-Mini: An Open Data-efficient Language Model
    2024/12/23 by Yiwen Hu, Hu, Yiwen, Song, Huatong +18 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  29. Bench2Drive-R: Turning Real World Data into Reactive Closed-Loop\n Autonomous Driving Benchmark by Generative Model
    2024/12/11 by Junqi You, Xiaosong Jia, You, Junqi +7 · 4 citations
    Decision Sciences · Engineering · #Simulation Techniques and Applications #Autonomous Vehicle Technology and Safety
  30. BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence
    2024/02/19 by Jiajie Jin, Yutao Zhu, Jin, Jiajie +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
  31. Pchatbot: A Large-Scale Dataset for Personalized Chatbot
    2020/09/28 by Qian, Hongjin, Li, Xiaohe, Zhong, Hanxun +6 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  32. Content Selection Network for Document-grounded Retrieval-based Chatbots
    2021/01/21 by Zhu, Yutao, Nie, Jian-Yun, Zhou, Kun +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. An Empirical Study of Uniform-Architecture Knowledge Distillation in Document Ranking
    2023/02/08 by Qin, Xubo, Liu, Xiyuan, Zheng, Xiongfeng +2 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  34. CoRanking: Collaborative Ranking with Small and Large Ranking Agents
    2025/03/30 by Liu, Wenhan, Ma, Xinyu, Zhu, Yutao +4 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  35. FlatFusion: Delving into Details of Sparse Transformer-based Camera-LiDAR Fusion for Autonomous Driving
    2024/08/13 by Yutao Zhu, Xiaosong Jia, Zhu, Yutao +5 · 2 citations
    Engineering · Environmental Science · Computer Science · #Robotics and Sensor-Based Localization #Remote Sensing and LiDAR Applications #Advanced Neural Network Applications
  36. Hierarchical Document Refinement for Long-context Retrieval-augmented Generation
    2025/05/15 by Jiajie Jin, Jin, Jiajie, Xiaoxi Li +15 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Semantic Web and Ontologies #Web Data Mining and Analysis
  37. Agentic Entropy-Balanced Policy Optimization
    2025/10/16 by Dong, Guanting, Bao, Licheng, Wang, Zhongyuan +11 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  38. From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models
    2024/10/09 by Yuying Shang, Xinyi Zeng, Shang, Yuying +15 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI #Cell Image Analysis Techniques #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. LLMs + Persona-Plug = Personalized LLMs
    2024/09/18 by Liu, Jiongnan, Zhu, Yutao, Wang, Shuting +6 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  40. HiRA: A Hierarchical Reasoning Framework for Decoupled Planning and Execution in Deep Search
    2025/07/03 by Jin, Jiajie, Li, Xiaoxi, Dong, Guanting +5 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  41. DeepAgent: A General Reasoning Agent with Scalable Toolsets
    2025/10/24 by Li, Xiaoxi, Jiao, Wenxiang, Jin, Jiarui +8 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  42. Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models
    2024/12/19 by Wenhan Liu, Xinyu Ma, Liu, Wenhan +11 · 1 citation
    Computer Science · #Natural Language Processing Techniques