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Yutao Zhu

Université de Montréal, Canada

46 papers at tracked venues · 40 at CORE A* · active 2024–2026

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Venues

ACL ×21WWW ×6AAAI ×5SIGIR ×5EMNLP ×4ACM MM ×1NAACL ×1NeurIPS ×1SIGKDD ×1WSDM ×1

Frequent coauthors

Jiajie Jin
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Guanting Dong
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Wenhan Liu
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Zhaoheng Huang
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Xiaoxi Li
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Tong Zhao
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Haonan Chen
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Zhirui Deng
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Xiaoshuai Song
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Rui Zou
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Yuyang Hu
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Yuyao Zhang
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Papers

  1. ATIR: Towards Audio-Text Interleaved Contextual Retrieval
    ACL 2026 ·
    Tong Zhao
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  2. Agentic-R: Learning to Retrieve for Agentic Search
    ACL 2026 ·
    Wenhan Liu
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  3. DeepAgent: A General Reasoning Agent with Scalable Toolsets
    WWW 2026 ·
    Xiaoxi Li
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  4. EnvScaler: Scaling Tool-Interactive Environments for LLM Agent via Programmatic Synthesis
    ACL 2026 ·
    Xiaoshuai Song
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  5. Evaluating the Factuality of Large Language Models Using Multiple Plug-and-Play Fact Sources
    AAAI 2026 ·
    Zhaoheng Huang
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  6. FinSight: Towards Real-World Financial Deep Research
    ACL 2026 ·
    Jiajie Jin
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  7. HiRA: Decoupling Planning and Execution with Hierarchical Reasoning in Deep Search
    SIGIR 2026 ·
    Jiajie Jin
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  8. Hide and Seek with LLMs: An Adversarial Game for Sneaky Error Generation and Self-Improving Diagnosis
    AAAI 2026 ·
    Rui Zou
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  9. Internalizing Explicit Reasoning into Latent Space for Dense Retrieval
    SIGIR 2026 ·
    Jiajie Jin
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  10. LLM-Generated Text May Harm Your Retrieval! A Robust Detection Strategy for Retrieval-Augmented Generation
    ACL 2026 ·
    Zhaoheng Huang
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  11. Memory Matters More: Event-Centric Memory as a Logic Map for Agent Searching and Reasoning
    ACL 2026 ·
    Yuyang Hu
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  12. RLSeek: Evidence-Grounded Reasoning for RAG Hallucination Detection
    ACL 2026 ·
    Zhaoheng Huang
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  13. ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability
    ACL 2026 ·
    Wenhan Liu
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  14. R⌃3AG: Retriever Routing for Retrieval-Augmented Generation
    ACL 2026 ·
    Tong Zhao
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  15. Tool-Star: Empowering Multi-Tool Collaborative Web Agent via Reinforcement Learning
    SIGIR 2026 ·
    Guanting Dong
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  16. Toward Generalized Web Agent Training: A Deep Dive into Entropy-Balanced Reinforcement Learning
    WWW 2026 ·
    Guanting Dong
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  17. Web Sitemap Knowledge Can Enhance Autonomous Browsing
    ACL 2026 ·
    Yuyao Zhang
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  18. CoRanking: Collaborative Ranking with Small and Large Ranking Agents
    EMNLP 2025 ·
    Wenhan Liu
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  19. Descriptive and Discriminative Document Identifiers for Generative Retrieval
    AAAI 2025 ·
    Jiehan Cheng
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  20. Embedding Prior Task-specific Knowledge into Language Models for Context-aware Document Ranking
    SIGKDD 2025 ·
    Shuting Wang
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  21. Enhancing LLM Text Detection with Retrieved Contexts and Logits Distribution Consistency
    EMNLP 2025 ·
    Zhaoheng Huang
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  22. FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research
    WWW 2025 ·
    Jiajie Jin
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  23. From Pixels to Tokens: Revisiting Object Hallucinations in Large Vision-Language Models
    ACM MM 2025 ·
    Yuying Shang
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  24. Hierarchical Document Refinement for Long-context Retrieval-augmented Generation
    ACL 2025 ·
    Jiajie Jin
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  25. LLMs + Persona-Plug = Personalized LLMs
    ACL 2025 ·
    Jiongnan Liu
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  26. Little Giants: Synthesizing High-Quality Embedding Data at Scale
    NAACL 2025 ·
    Haonan Chen
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  27. One Token Can Help! Learning Scalable and Pluggable Virtual Tokens for Retrieval-Augmented Large Language Models
    AAAI 2025 · Yutao Zhu
  28. Progressive Multimodal Reasoning via Active Retrieval
    ACL 2025 ·
    Guanting Dong
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  29. RAG-Critic: Leveraging Automated Critic-Guided Agentic Workflow for Retrieval Augmented Generation
    ACL 2025 ·
    Guanting Dong
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  30. Search-o1: Agentic Search-Enhanced Large Reasoning Models
    EMNLP 2025 ·
    Xiaoxi Li
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  31. Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization
    EMNLP 2025 · Yutao Zhu
  32. Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models
    ACL 2025 ·
    Wenhan Liu
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  33. Toward Verifiable Instruction-Following Alignment for Retrieval Augmented Generation
    AAAI 2025 ·
    Guanting Dong
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  34. Towards Effective and Efficient Continual Pre-training of Large Language Models
    ACL 2025 ·
    Jie Chen
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  35. Understand What LLM Needs: Dual Preference Alignment for Retrieval-Augmented Generation
    WWW 2025 ·
    Guanting Dong
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  36. WebThinker: Empowering Large Reasoning Models with Deep Research Capability
    NeurIPS 2025 ·
    Xiaoxi Li
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  37. YuLan-Mini: Pushing the Limits of Open Data-efficient Language Model
    ACL 2025 ·
    Yiwen Hu
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  38. mmE5: Improving Multimodal Multilingual Embeddings via High-quality Synthetic Data
    ACL 2025 ·
    Haonan Chen
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  39. An Integrated Data Processing Framework for Pretraining Foundation Models
    SIGIR 2024 ·
    Yiding Sun
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  40. BIDER: Bridging Knowledge Inconsistency for Efficient Retrieval-Augmented LLMs via Key Supporting Evidence
    ACL 2024 ·
    Jiajie Jin
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  41. CL4DIV: A Contrastive Learning Framework for Search Result Diversification
    WSDM 2024 ·
    Zhirui Deng
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  42. INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning
    ACL 2024 · Yutao Zhu
  43. Information Retrieval Meets Large Language Models
    WWW 2024 ·
    Zheng Liu
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  44. JDivPS: A Diversified Product Search Dataset
    SIGIR 2024 ·
    Zhirui Deng
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  45. Mining Exploratory Queries for Conversational Search
    WWW 2024 ·
    Wenhan Liu
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  46. Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs
    ACL 2024 ·
    Jiejun Tan
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