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Jiafeng Guo

Chinese Academy of Sciences, Institute of Computing Technology, Beijing, China

72 papers at tracked venues · 49 at CORE A* · active 2024–2026

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Venues

ACL ×22SIGIR ×14EMNLP ×11WWW ×5WSDM ×4AAAI ×3CIKM ×3ECIR ×2NeurIPS ×2SIGKDD ×2EACL ×1ECAI ×1ICLR ×1NAACL ×1

Frequent coauthors

Yu-An Liu
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Yubao Tang
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Hengran Zhang
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Da Li
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Zhaodan Zhang
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Mingkun Zhang
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Hongru Song
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Jiaying Wu
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Xin Liu
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Yihang Wang
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Changjiang Zhou
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Wenxuan Liu
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Papers

  1. AdversarialCoT: Single-Document Retrieval Poisoning for LLM Reasoning
    SIGIR 2026 ·
    Hongru Song
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  2. An Iterative Utility Judgment Framework Inspired by Philosophical Relevance via LLMs
    ACL 2026 ·
    Hengran Zhang
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  3. Beyond Dialogue Time: Temporal Semantic Memory for Personalized LLM Agents
    ACL 2026 ·
    Miao Su
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  4. Beyond Relevance: Utility-Centric Retrieval in the LLM Era
    SIGIR 2026 ·
    Hengran Zhang
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  5. Beyond the Crowd: LLM-Augmented Community Notes for Governing Health Misinformation
    ACL 2026 ·
    Jiaying Wu
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  6. Compete to Complete: Co-opetition Adversarial Learning for Retrieval-Augmented Generation
    ACL 2026 ·
    Xin Liu
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  7. Compressing then Matching: An Efficient Pre-training Paradigm for Multimodal Embedding
    ACL 2026 ·
    Da Li
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  8. Detoxification for LLM: From Dataset Itself
    ACL 2026 ·
    Wei Shao
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  9. Distilling Large Embeddings via Hyperspherical Householder Quantization
    ACL 2026 ·
    Yihang Wang
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  10. Dynamic Prototype-Augmented Stance Detection: Learning from the Seen to Reason about the Unseen
    WWW 2026 ·
    Zhaodan Zhang
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  11. Déjà Vu of Strange Stickers! Enhancing Out-of-Distribution Robustness in Sticker Retrieval via Cross-Modal Intent Alignment
    WWW 2026 ·
    Yu-An Liu
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  12. Gated Differentiable Working Memory for Long-Context Language Modeling
    ACL 2026 ·
    Lingrui Mei
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  13. How Do LLM-Generated Texts Impact Term-Based Retrieval Models?
    WSDM 2026 ·
    Wei Huang
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  14. Identify-Conceptualize-Align: A Schema-Adaptive Framework for Unified Entity Recognition and Event Detection
    WSDM 2026 ·
    Weicheng Ren
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  15. Is a Busy Search Agent a Good One? Overthinking and Overretrieval at Scale
    SIGIR 2026 ·
    Xin Liu
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  16. Iterative Structured Pruning for Large Language Models with Multi-Domain Calibration
    EACL 2026 ·
    Guangxin Wu
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  17. LongRanker: Efficient One-Pass Document Reranking with Long-Context Large Language Models
    WWW 2026 ·
    Changjiang Zhou
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  18. Lost in Decomposition: Analyzing and Mitigating the Limitations of Long Context Methods via Context Dependency
    ACL 2026 ·
    Jiayuan Guo
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  19. Modeling Human-Like Cognition for Stance Detection: Integrating Intuitive Judgment and Analytical Reasoning
    ACL 2026 ·
    Zhaodan Zhang
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  20. One-Pass Decoding for Generative Recommendation with WFST-Constrained A* Search
    SIGIR 2026 ·
    Puji Wang
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  21. Reconstructing Content with Collaborative Attention for Universal Multimodal Representation Learning
    SIGIR 2026 ·
    Jiahan Chen
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  22. RouteRAG: Efficient Retrieval-Augmented Generation from Text and Graph via Reinforcement Learning
    ACL 2026 ·
    Yucan Guo
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  23. Stop Hardening Everything: A Training-Free Neuron-Level Defense for Neural Ranking Models
    ACL 2026 ·
    Yu-An Liu
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  24. Thinking Forward and Backward: Multi-Objective Reinforcement Learning for Retrieval-Augmented Reasoning
    AAAI 2026 ·
    Wenda Wei
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  25. Towards Knowledgeable Deep Research: Framework and Benchmark
    SIGIR 2026 ·
    Wenxuan Liu
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  26. A Generative Framework for Personalized Sticker Retrieval
    EMNLP 2025 ·
    Changjiang Zhou
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  27. A Survey of Link Prediction in N-ary Knowledge Graphs
    EMNLP 2025 ·
    Jiyao Wei
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  28. An Empirical Study of Evaluating Long-form Question Answering
    SIGIR 2025 ·
    Ning Xian
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  29. Attack-in-the-Chain: Bootstrapping Large Language Models for Attacks Against Black-Box Neural Ranking Models
    AAAI 2025 ·
    Yu-An Liu
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  30. Boosting Retrieval-Augmented Generation with Generation-Augmented Retrieval: A Co-Training Approach
    SIGIR 2025 ·
    Yubao Tang
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  31. Bridging Queries and Tables through Entities in Open-Domain Table Retrieval
    CIKM 2025 ·
    Da Li
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  32. CLIPure: Purification in Latent Space via CLIP for Adversarially Robust Zero-Shot Classification
    ICLR 2025 ·
    Mingkun Zhang
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  33. Evaluating Implicit Bias in Large Language Models by Attacking From a Psychometric Perspective
    ACL 2025 ·
    Yuchen Wen
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  34. G2S: A General-to-Specific Learning Framework for Temporal Knowledge Graph Forecasting with Large Language Models
    ACL 2025 ·
    Long Bai
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  35. Generative Retrieval for Book Search
    SIGKDD 2025 ·
    Yubao Tang
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  36. KnowCoder-X: Boosting Multilingual Information Extraction via Code
    ACL 2025 ·
    Yuxin Zuo
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  37. MPRF: Interpretable Stance Detection through Multi-Path Reasoning Framework
    EMNLP 2025 ·
    Zhaodan Zhang
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  38. MVAM: Multi-View Attention Method for Fine-Grained Image-Text Matching
    ECIR 2025 ·
    Wanqing Cui
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  39. On the Robustness of Generative Information Retrieval Models: An Out-of-Distribution Perspective
    ECIR 2025 ·
    Yu-An Liu
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  40. On the Scaling of Robustness and Effectiveness in Dense Retrieval
    SIGIR 2025 ·
    Yu-An Liu
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  41. QUITO-X: A New Perspective on Context Compression from the Information Bottleneck Theory
    EMNLP 2025 ·
    Yihang Wang
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  42. Robust Information Retrieval
    WSDM 2025 ·
    Yu-An Liu
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  43. Robust-IR @ SIGIR 2025: The First Workshop on Robust Information Retrieval
    SIGIR 2025 ·
    Yu-An Liu
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  44. Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective
    EMNLP 2025 ·
    Da Li
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  45. Text2Sql: Pure Fine-Tuning and Pure Knowledge Distillation
    NAACL 2025 ·
    Gao yu Zhu
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  46. The Silent Saboteur: Imperceptible Adversarial Attacks against Black-Box Retrieval-Augmented Generation Systems
    ACL 2025 ·
    Hongru Song
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  47. Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction
    EMNLP 2025 ·
    Wenxuan Liu
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  48. Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception
    ACL 2025 ·
    Shiyu Ni
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  49. Towards Robust Universal Information Extraction: Dataset, Evaluation, and Solution
    ACL 2025 ·
    Jizhao Zhu
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  50. Unbiased Learning to Rank with Query-Level Click Propensity Estimation: Beyond Pointwise Observation and Relevance
    WWW 2025 ·
    Lulu Yu
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  51. Utility-Focused LLM Annotation for Retrieval and Retrieval-Augmented Generation
    EMNLP 2025 ·
    Hengran Zhang
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  52. A Multi-Granularity-Aware Aspect Learning Model for Multi-Aspect Dense Retrieval
    WSDM 2024 ·
    Xiaojie Sun
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  53. Are Large Language Models Good at Utility Judgments?
    SIGIR 2024 ·
    Hengran Zhang
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  54. Bootstrapped Pre-training with Dynamic Identifier Prediction for Generative Retrieval
    ACL 2024 ·
    Yubao Tang
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  55. CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense
    NeurIPS 2024 ·
    Mingkun Zhang
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  56. Classifier Guidance Enhances Diffusion-Based Adversarial Purification by Preserving Predictive Information
    ECAI 2024 ·
    Mingkun Zhang
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  57. Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework
    EMNLP 2024 ·
    Lu Chen
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  58. Fake News in Sheep's Clothing: Robust Fake News Detection Against LLM-Empowered Style Attacks
    SIGKDD 2024 ·
    Jiaying Wu
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  59. GaQR: An Efficient Generation-augmented Question Rewriter
    CIKM 2024 ·
    Oliver Young
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  60. Generative Retrieval Meets Multi-Graded Relevance
    NeurIPS 2024 ·
    Yubao Tang
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  61. KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction
    ACL 2024 ·
    Zixuan Li
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  62. LINKAGE: Listwise Ranking among Varied-Quality References for Non-Factoid QA Evaluation via LLMs
    EMNLP 2024 ·
    Sihui Yang
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  63. Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs
    CIKM 2024 ·
    Saiping Guan
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  64. MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning
    ACL 2024 ·
    Wanqing Cui
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  65. Multi-granular Adversarial Attacks against Black-box Neural Ranking Models
    SIGIR 2024 ·
    Yu-An Liu
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  66. Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off
    AAAI 2024 ·
    Yu-An Liu
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  67. Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method
    EMNLP 2024 ·
    Weichao Zhang
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  68. Recent Advances in Generative Information Retrieval
    SIGIR 2024 ·
    Yubao Tang
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  69. Recent Advances in Generative Information Retrieval
    WWW 2024 ·
    Yubao Tang
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  70. RoCEL: Advancing Table Entity Linking through Distinctive Row and Column Contexts
    EMNLP 2024 ·
    Yuanzheng Wang
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  71. Robust Information Retrieval
    SIGIR 2024 ·
    Yu-An Liu
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  72. When Do LLMs Need Retrieval Augmentation? Mitigating LLMs' Overconfidence Helps Retrieval Augmentation
    ACL 2024 ·
    Shiyu Ni
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