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Zheng Liu

Beijing Academy of Artificial Intelligence, China

50 papers at tracked venues · 42 at CORE A* · active 2024–2026

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Venues

ACL ×20EMNLP ×6NeurIPS ×5WWW ×5CVPR ×4AAAI ×3ICLR ×2SIGIR ×2IJCAI ×1SIGKDD ×1WSDM ×1

Frequent coauthors

Hongjin Qian
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Kun Luo
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Chaofan Li
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Jianlyu Chen
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Peitian Zhang
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Junjie Zhou
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Shitao Xiao
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Yutao Zhu
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Yujia Zhou
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Kelong Mao
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Zhang Zhang
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Ruiran Yan
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Papers

  1. AWARE: Agentic Knowledge Warehousing for Contextual Intelligence
    ACL 2026 ·
    Hongjin Qian
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  2. AgentFactory: A Self-Evolving Framework Through Executable Subagent Accumulation and Reuse
    ACL 2026 ·
    Zhang Zhang
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  3. Let Retrievers Think Before Action: Thought-Augmented Embedding for Dense Retrieval
    ACL 2026 ·
    Ruiran Yan
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  4. MemoBrain: Executive Memory as an Agentic Brain for Reasoning
    ACL 2026 ·
    Hongjin Qian
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  5. PaperScope: A Multi-Modal Multi-Document Benchmark for Agentic Deep Research Across Massive Scientific Papers
    ACL 2026 ·
    Lei Xiong
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  6. ReasonEmbed: Enhanced Text Embeddings for Reasoning-Intensive Document Retrieval
    ACL 2026 ·
    Jianlyu Chen
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  7. Reinforcing Agentic Search Via Reward Density Optimization
    ACL 2026 ·
    Kun Luo
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  8. RetroLM: Retrieval-Augmented KVs for Long-Context Processing
    AAAI 2026 ·
    Kun Luo
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  9. Towards Effective Code-Integrated Reasoning
    AAAI 2026 ·
    Fei Bai
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  10. AIR-Bench: Automated Heterogeneous Information Retrieval Benchmark
    ACL 2025 ·
    Jianlyu Chen
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  11. Any Information Is Just Worth One Single Screenshot: Unifying Search With Visualized Information Retrieval
    ACL 2025 · Zheng Liu
  12. Boosting Long-Context Information Seeking via Query-Guided Activation Refilling
    ACL 2025 ·
    Hongjin Qian
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  13. Feint and Attack: Jailbreaking and Protecting LLMs via Attention Distribution Modeling
    IJCAI 2025 ·
    Rui Pu
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  14. Fitting Into Any Shape: A Flexible LLM-Based Re-Ranker With Configurable Depth and Width
    WWW 2025 · Zheng Liu
  15. HawkBench: Investigating Resilience of RAG Methods on Stratified Information-Seeking Tasks
    NeurIPS 2025 ·
    Hongjin Qian
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  16. Lighter And Better: Towards Flexible Context Adaptation For Retrieval Augmented Generation
    WSDM 2025 ·
    Chenyuan Wu
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  17. Long Context Compression with Activation Beacon
    ICLR 2025 ·
    Peitian Zhang
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  18. MLVU: Benchmarking Multi-task Long Video Understanding
    CVPR 2025 ·
    Junjie Zhou
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  19. MRR-FV: Unlocking Complex Fact Verification with Multi-Hop Retrieval and Reasoning
    AAAI 2025 ·
    Liwen Zheng
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  20. Making Text Embedders Few-Shot Learners
    ICLR 2025 ·
    Chaofan Li
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  21. MegaPairs: Massive Data Synthesis for Universal Multimodal Retrieval
    ACL 2025 ·
    Junjie Zhou
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  22. MemoRAG: Boosting Long Context Processing with Global Memory-Enhanced Retrieval Augmentation
    WWW 2025 ·
    Hongjin Qian
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  23. MomentSeeker: A Task-Oriented Benchmark For Long-Video Moment Retrieval
    NeurIPS 2025 ·
    Huaying Yuan
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  24. OmniGen: Unified Image Generation
    CVPR 2025 ·
    Shitao Xiao
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  25. Reinforced IR: A Self-Boosting Framework For Domain-Adapted Information Retrieval
    ACL 2025 ·
    Chaofan Li
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  26. Scent of Knowledge: Optimizing Search-Enhanced Reasoning with Information Foraging
    NeurIPS 2025 ·
    Hongjin Qian
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  27. SimpleDeepSearcher: Deep Information Seeking via Web-Powered Reasoning Trajectory Synthesis
    EMNLP 2025 ·
    Shuang Sun
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  28. Single LLM, Multiple Roles: A Unified Retrieval-Augmented Generation Framework Using Role-Specific Token Optimization
    EMNLP 2025 ·
    Yutao Zhu
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  29. Tackling the Length Barrier: Dynamic Context Browsing for Knowledge-Intensive Task
    SIGKDD 2025 ·
    Hongjin Qian
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  30. Towards A Generalist Code Embedding Model Based On Massive Data Synthesis
    NeurIPS 2025 ·
    Chaofan Li
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  31. Unveiling the Ignorance of MLLMs: Seeing Clearly, Answering Incorrectly
    CVPR 2025 ·
    Yexin Liu
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  32. Video-XL: Extra-Long Vision Language Model for Hour-Scale Video Understanding
    CVPR 2025 ·
    Yan Shu
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  33. A Multi-Task Embedder For Retrieval Augmented LLMs
    ACL 2024 ·
    Peitian Zhang
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  34. Boosting the Potential of Large Language Models with an Intelligent Information Assistant
    NeurIPS 2024 ·
    Yujia Zhou
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  35. C-Pack: Packed Resources For General Chinese Embeddings
    SIGIR 2024 ·
    Shitao Xiao
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  36. ChatRetriever: Adapting Large Language Models for Generalized and Robust Conversational Dense Retrieval
    EMNLP 2024 ·
    Kelong Mao
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  37. Generative Retrieval via Term Set Generation
    SIGIR 2024 ·
    Peitian Zhang
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  38. Grounding Language Model with Chunking-Free In-Context Retrieval
    ACL 2024 ·
    Hongjin Qian
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  39. INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning
    ACL 2024 ·
    Yutao Zhu
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  40. Information Retrieval Meets Large Language Models
    WWW 2024 · Zheng Liu
  41. LM-Cocktail: Resilient Tuning of Language Models via Model Merging
    ACL 2024 ·
    Shitao Xiao
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  42. Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models
    ACL 2024 ·
    Kun Luo
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  43. Large Language Models as Foundations for Next-Gen Dense Retrieval: A Comprehensive Empirical Assessment
    EMNLP 2024 ·
    Kun Luo
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  44. Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval
    ACL 2024 ·
    Chaofan Li
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  45. M3-Embedding: Multi-Linguality, Multi-Functionality, Multi-Granularity Text Embeddings Through Self-Knowledge Distillation
    ACL 2024 ·
    Jianlyu Chen
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  46. MS MARCO Web Search: A Large-scale Information-rich Web Dataset with Millions of Real Click Labels
    WWW 2024 ·
    Qi Chen
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  47. Metacognitive Retrieval-Augmented Large Language Models
    WWW 2024 ·
    Yujia Zhou
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  48. Negating Negatives: Alignment with Human Negative Samples via Distributional Dispreference Optimization
    EMNLP 2024 ·
    Shitong Duan
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  49. RAG-Studio: Towards In-Domain Adaptation of Retrieval Augmented Generation Through Self-Alignment
    EMNLP 2024 ·
    Kelong Mao
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  50. VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval
    ACL 2024 ·
    Junjie Zhou
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