PPaperPicks

Jiafeng Guo

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

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

DBLP profile ↗ORCID 0000-0002-9509-8674 ↗Homepage ↗

Venues

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

Frequent coauthors

Xueqi Cheng
×59
Ruqing Zhang
×30
Maarten de Rijke
×21
Keping Bi
×17
Yu-An Liu
×16
Yixing Fan
×16
Xiaolong Jin
×11
Long Bai
×8
Zixuan Li
×8
Wei Chen
×7
Yubao Tang
×6
Hengran Zhang
×5

Papers

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