PPaperPicks

Xueqi Cheng

Chinese Academy of Sciences, Institute of Computing Technology, State Key Lab of AI Safety, Beijing, China

127 papers at tracked venues · 82 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-5201-8195 ↗Google Scholar ↗

Venues

ACL ×38EMNLP ×22SIGIR ×14WWW ×8AAAI ×5CIKM ×5ICLR ×5NAACL ×5ECIR ×4NeurIPS ×4WSDM ×3ICDE ×2SIGKDD ×2ACM MM ×1CCS ×1CSCW ×1CVPR ×1EACL ×1ECAI ×1ECML-PKDD ×1ICCV ×1RecSys ×1SDM ×1

Frequent coauthors

Jiafeng Guo
×59
Huawei Shen
×47
Ruqing Zhang
×23
Liang Pang
×19
Maarten de Rijke
×16
Fei Sun
×16
Yixing Fan
×15
Keping Bi
×14
Baolong Bi
×13
Yu-An Liu
×12
Qi Cao
×11
Xiaolong Jin
×11

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. AsarRec: Adaptive Sequential Augmentation for Robust Self-supervised Sequential Recommendation
    SIGIR 2026 ·
    Kaike Zhang
    ,
    Qi Cao
    ,
    Fei Sun
    ,
    Xinran Liu
    ,
    Huawei Shen
    , Xueqi Cheng
  4. BaseCal: Unsupervised Confidence Calibration via Base Model Signals
    ACL 2026 ·
    Hexiang Tan
    ,
    Wanli Yang
    ,
    Junwei Zhang
    ,
    Xin Chen
    ,
    Rui Tang
    ,
    Du Su
    ,
    Jingang Wang
    ,
    Yuanzhuo Wang
    ,
    Fei Sun
    , Xueqi Cheng
  5. 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
  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. D-Models and E-Models: Diversity-Stability Trade-offs in the Sampling Behavior of Large Language Models
    WWW 2026 ·
    Jia Gu
    ,
    Liang Pang
    ,
    Huawei Shen
    , Xueqi Cheng
  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. Do We Always Need Query-Level Workflows? Rethinking Agentic Workflow Generation for Multi-Agent Systems
    ACL 2026 ·
    Zixu Wang
    ,
    Bingbing Xu
    ,
    Yige Yuan
    ,
    Huawei Shen
    , Xueqi Cheng
  11. Event-Aware Video Corpus Moment Retrieval
    ECIR 2026 ·
    Danyang Hou
    ,
    Liang Pang
    ,
    Yanyan Lan
    ,
    Huawei Shen
    , Xueqi Cheng
  12. Fairness at a Glance: Can We Audit Model Fairness Before Training Completes?
    WWW 2026 ·
    Yuanhao Liu
    ,
    Qi Cao
    ,
    Huawei Shen
    , Xueqi Cheng
  13. 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
  14. HiddenGuard: Fine-Grained Safe Generation with Specialized Representation Router
    ACL 2026 ·
    Lingrui Mei
    ,
    Shenghua Liu
    ,
    Yiwei Wang
    ,
    Baolong Bi
    ,
    Ruibin Yuan
    , Xueqi Cheng
  15. How Do LLM-Generated Texts Impact Term-Based Retrieval Models?
    WSDM 2026 ·
    Wei Huang
    ,
    Keping Bi
    ,
    Yinqiong Cai
    ,
    Wei Chen
    ,
    Jiafeng Guo
    , Xueqi Cheng
  16. 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
  17. 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
  18. Iterative Structured Pruning for Large Language Models with Multi-Domain Calibration
    EACL 2026 ·
    Guangxin Wu
    ,
    Hao Zhang
    ,
    Zhibin Zhang
    ,
    Jiafeng Guo
    , Xueqi Cheng
  19. 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
  20. 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
  21. Modeling Human-Like Cognition for Stance Detection: Integrating Intuitive Judgment and Analytical Reasoning
    ACL 2026 ·
    Zhaodan Zhang
    ,
    Jin Zhang
    ,
    Jiafeng Guo
    , Xueqi Cheng
  22. One-Pass Decoding for Generative Recommendation with WFST-Constrained A* Search
    SIGIR 2026 ·
    Puji Wang
    ,
    Yingchen Zhang
    ,
    Ruqing Zhang
    ,
    Jiafeng Guo
    , Xueqi Cheng
  23. Projecting Out the Malice: A Global Subspace Approach to LLM Detoxification
    ACL 2026 ·
    Zenghao Duan
    ,
    Zhiyi Yin
    ,
    Zhichao Shi
    ,
    Liang Pang
    ,
    Shaoling Jing
    ,
    Zihe Huang
    ,
    Jiayi Wu
    ,
    Yu Yan
    ,
    Jingcheng Deng
    ,
    Huawei Shen
    , Xueqi Cheng
  24. RLKD: Distilling LLMs' Reasoning via Reinforcement Learning
    AAAI 2026 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Yunchang Zhu
    ,
    Jia Gu
    ,
    Zihao Wei
    ,
    Jingcheng Deng
    ,
    Feiyang Pan
    ,
    Huawei Shen
    , Xueqi Cheng
  25. Rethinking Implicit Hate Speech Detection: Focusing on Latent Hate Components via Dual-Process Argumentation
    WWW 2026 ·
    Shiqi Sun
    ,
    Du Su
    ,
    Wei Chen
    , Xueqi Cheng
  26. 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
  27. Steering Away from Refusal: A Black-box Jailbreak Method Based on First-Token Distribution
    ACL 2026 ·
    Shuangjie Fu
    ,
    Du Su
    ,
    Xin Chen
    ,
    Fei Sun
    ,
    Huawei Shen
    , Xueqi Cheng
  28. 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
  29. The Evolution of Thought: Tracking LLM Overthinking via Reasoning Dynamics Analysis
    ACL 2026 ·
    Zihao Wei
    ,
    Liang Pang
    ,
    Jiahao Liu
    ,
    Wenjie Shi
    ,
    Jingcheng Deng
    ,
    Shicheng Xu
    ,
    Zenghao Duan
    ,
    Jingang Wang
    ,
    Fei Sun
    ,
    Huawei Shen
    , Xueqi Cheng
  30. 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
  31. 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
  32. Towards Quantitative Summarization Evaluation: An Integrated Atomic-Based Evaluation Framework and Dataset for Text Summarization
    ECIR 2026 ·
    Yan Lei
    ,
    Suncong Zheng
    ,
    Roberts Wang
    ,
    Liang Pang
    ,
    Lei He
    ,
    Shuang Chen
    ,
    Yu Wang
    ,
    Huawei Shen
    , Xueqi Cheng,
    Yuanzhuo Wang
  33. a1: Steep Test-time Scaling Law via Environment Augmented Generation
    ACL 2026 ·
    Lingrui Mei
    ,
    Shenghua Liu
    ,
    Yiwei Wang
    ,
    Baolong Bi
    ,
    Yuyao Ge
    ,
    Jun Wan
    ,
    Yurong Wu
    , Xueqi Cheng
  34. 'I Know You Are Discriminatory!': Automated Substantiating for Individual Fairness Auditing of AI Systems
    CSCW 2025 ·
    Yuanhao Liu
    ,
    Qi Cao
    ,
    Huawei Shen
    ,
    Kaike Zhang
    ,
    Yunfan Wu
    , Xueqi Cheng
  35. A Generative Framework for Personalized Sticker Retrieval
    EMNLP 2025 ·
    Changjiang Zhou
    ,
    Ruqing Zhang
    ,
    Jiafeng Guo
    ,
    Yuan Liu
    ,
    Fan Zhang
    ,
    Ganyuan Luo
    , Xueqi Cheng
  36. 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
  37. A Theory for Token-Level Harmonization in Retrieval-Augmented Generation
    ICLR 2025 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Huawei Shen
    , Xueqi Cheng
  38. ALiiCE: Evaluating Positional Fine-grained Citation Generation
    NAACL 2025 ·
    Yilong Xu
    ,
    Jinhua Gao
    ,
    Xiaoming Yu
    ,
    Baolong Bi
    ,
    Huawei Shen
    , Xueqi Cheng
  39. 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
  40. BLAST: Balanced Sampling Time Series Corpus for Universal Forecasting Models
    SIGKDD 2025 ·
    Zezhi Shao
    ,
    Yujie Li
    ,
    Fei Wang
    ,
    Chengqing Yu
    ,
    Yisong Fu
    ,
    Tangwen Qian
    ,
    Bin Xu
    ,
    Boyu Diao
    ,
    Yongjun Xu
    , Xueqi Cheng
  41. BSFA: Leveraging the Subspace Dichotomy to Accelerate Neural Network Training
    EMNLP 2025 ·
    WenJie Zhou
    ,
    Bohan Wang
    ,
    Wei Chen
    , Xueqi Cheng
  42. 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
  43. BotTrans: A Multi-source Graph Domain Adaptation Approach for Social Bot Detection
    ECML-PKDD 2025 ·
    Boshen Shi
    ,
    Yongqing Wang
    ,
    Fangda Guo
    ,
    Jiangli Shao
    ,
    Huawei Shen
    , Xueqi Cheng
  44. Bridging Queries and Tables through Entities in Open-Domain Table Retrieval
    CIKM 2025 ·
    Da Li
    ,
    Keping Bi
    ,
    Jiafeng Guo
    , Xueqi Cheng
  45. 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
  46. Can Graph Descriptive Order Affect Solving Graph Problems with LLMs?
    ACL 2025 ·
    Yuyao Ge
    ,
    Shenghua Liu
    ,
    Baolong Bi
    ,
    Yiwei Wang
    ,
    Lingrui Mei
    ,
    Wenjie Feng
    ,
    Lizhe Chen
    , Xueqi Cheng
  47. Cross-Modal Safety Mechanism Transfer in Large Vision-Language Models
    ICLR 2025 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Yunchang Zhu
    ,
    Huawei Shen
    , Xueqi Cheng
  48. Decoding by Contrasting Knowledge: Enhancing Large Language Model Confidence on Edited Facts
    ACL 2025 ·
    Baolong Bi
    ,
    Shenghua Liu
    ,
    Lingrui Mei
    ,
    Yiwei Wang
    ,
    Junfeng Fang
    ,
    Pengliang Ji
    , Xueqi Cheng
  49. 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
  50. Everything is Editable: Extend Knowledge Editing to Unstructured Data in Large Language Models
    ICLR 2025 ·
    Jingcheng Deng
    ,
    Zihao Wei
    ,
    Liang Pang
    ,
    Hanxing Ding
    ,
    Huawei Shen
    , Xueqi Cheng
  51. Fact-Level Calibration and Correction for Long-Form Generations
    SIGIR 2025 ·
    Yige Yuan
    ,
    Bingbing Xu
    ,
    Hexiang Tan
    ,
    Fei Sun
    ,
    Teng Xiao
    ,
    Wei Li
    ,
    Huawei Shen
    , Xueqi Cheng
  52. Following the Autoregressive Nature of LLM Embeddings via Compression and Alignment
    EMNLP 2025 ·
    Jingcheng Deng
    ,
    Zhongtao Jiang
    ,
    Liang Pang
    ,
    Zihao Wei
    ,
    Liwei Chen
    ,
    Kun Xu
    ,
    Yang Song
    ,
    Huawei Shen
    , Xueqi Cheng
  53. 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
  54. Generative Ghost: Investigating Ranking Bias Hidden in AI-Generated Videos
    ACM MM 2025 ·
    Haowen Gao
    ,
    Liang Pang
    ,
    Shicheng Xu
    ,
    Leigang Qu
    ,
    Tat-Seng Chua
    ,
    Huawei Shen
    , Xueqi Cheng
  55. Generative Retrieval for Book Search
    SIGKDD 2025 ·
    Yubao Tang
    ,
    Ruqing Zhang
    ,
    Jiafeng Guo
    ,
    Maarten de Rijke
    ,
    Shihao Liu
    ,
    Shuaiqiang Wang
    ,
    Dawei Yin
    , Xueqi Cheng
  56. Inference-time Alignment in Continuous Space
    NeurIPS 2025 ·
    Yige Yuan
    ,
    Teng Xiao
    ,
    Yunfan Li
    ,
    Bingbing Xu
    ,
    Shuchang Tao
    ,
    Yunqi Qiu
    ,
    Huawei Shen
    , Xueqi Cheng
  57. InfoNCE is a Free Lunch for Semantically guided Graph Contrastive Learning
    SIGIR 2025 ·
    Zixu Wang
    ,
    Bingbing Xu
    ,
    Yige Yuan
    ,
    Huawei Shen
    , Xueqi Cheng
  58. Is Factuality Enhancement a Free Lunch For LLMs? Better Factuality Can Lead to Worse Context-Faithfulness
    ICLR 2025 ·
    Baolong Bi
    ,
    Shenghua Liu
    ,
    Yiwei Wang
    ,
    Lingrui Mei
    ,
    Junfeng Fang
    ,
    Hongcheng Gao
    ,
    Shiyu Ni
    , Xueqi Cheng
  59. Jailbreak LLMs through Internal Stance Manipulation
    EMNLP 2025 ·
    Shuangjie Fu
    ,
    Du Su
    ,
    Beining Huang
    ,
    Fei Sun
    ,
    Jingang Wang
    ,
    Wei Chen
    ,
    Huawei Shen
    , Xueqi Cheng
  60. 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
  61. Let Topology Speak: Graph Neural Network with Topology-Aware Augmentation
    CIKM 2025 ·
    Kangzhuo Chen
    ,
    Xiaoqian Sun
    ,
    Huawei Shen
    , Xueqi Cheng
  62. Low-Entropy Watermark Detection via Bayes' Rule Derived Detector
    ACL 2025 ·
    Beining Huang
    ,
    Du Su
    ,
    Fei Sun
    ,
    Qi Cao
    ,
    Huawei Shen
    , Xueqi Cheng
  63. MPRF: Interpretable Stance Detection through Multi-Path Reasoning Framework
    EMNLP 2025 ·
    Zhaodan Zhang
    ,
    Jin Zhang
    ,
    Hui Xu
    ,
    Jiafeng Guo
    , Xueqi Cheng
  64. MPVStance: Mitigating Hallucinations in Stance Detection with Multi-Perspective Verification
    ACL 2025 ·
    Zhaodan Zhang
    ,
    Zhao Zhang
    ,
    Jin Zhang
    ,
    Hui Xu
    , Xueqi Cheng
  65. MVAM: Multi-View Attention Method for Fine-Grained Image-Text Matching
    ECIR 2025 ·
    Wanqing Cui
    ,
    Rui Cheng
    ,
    Jiafeng Guo
    , Xueqi Cheng
  66. NAPPure: Adversarial Purification for Robust Image Classification Under Non-Additive Perturbations
    ICCV 2025 ·
    Junjie Nan
    ,
    Jianing Li
    ,
    Wei Chen
    ,
    Mingkun Zhang
    , Xueqi Cheng
  67. 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
  68. 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
  69. Personalized Denoising Implicit Feedback for Robust Recommender System
    WWW 2025 ·
    Kaike Zhang
    ,
    Qi Cao
    ,
    Yunfan Wu
    ,
    Fei Sun
    ,
    Huawei Shen
    , Xueqi Cheng
  70. 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
  71. Related Knowledge Perturbation Matters: Rethinking Multiple Pieces of Knowledge Editing in Same-Subject
    NAACL 2025 ·
    Zenghao Duan
    ,
    Wenbin Duan
    ,
    Zhiyi Yin
    ,
    Yinghan Shen
    ,
    Shaoling Jing
    ,
    Jie Zhang
    ,
    Huawei Shen
    , Xueqi Cheng
  72. Rethinking Machine Unlearning in Image Generation Models
    CCS 2025 ·
    Renyang Liu
    ,
    Wenjie Feng
    ,
    Tianwei Zhang
    ,
    Wei Zhou
    , Xueqi Cheng,
    See-Kiong Ng
  73. SafetyQuizzer: Timely and Dynamic Evaluation on the Safety of LLMs
    NAACL 2025 ·
    Zhichao Shi
    ,
    Shaoling Jing
    ,
    Yi Cheng
    ,
    Hao Zhang
    ,
    Yuanzhuo Wang
    ,
    Jie Zhang
    ,
    Huawei Shen
    , Xueqi Cheng
  74. Speculative Safety-Aware Decoding
    EMNLP 2025 ·
    Xuekang Wang
    ,
    Shengyu Zhu
    , Xueqi Cheng
  75. T-MAD: Target-driven Multimodal Alignment for Stance Detection
    EMNLP 2025 ·
    ZhaoDan Zhang
    ,
    Jin Zhang
    , Xueqi Cheng,
    Hui Xu
  76. Tailoring Table Retrieval from a Field-aware Hybrid Matching Perspective
    EMNLP 2025 ·
    Da Li
    ,
    Keping Bi
    ,
    Jiafeng Guo
    , Xueqi Cheng
  77. Text2Sql: Pure Fine-Tuning and Pure Knowledge Distillation
    NAACL 2025 ·
    Gao yu Zhu
    ,
    Wei Shao
    ,
    Xichou Zhu
    ,
    Lei Yu
    ,
    Jiafeng Guo
    , Xueqi Cheng
  78. The Mirage of Model Editing: Revisiting Evaluation in the Wild
    ACL 2025 ·
    Wanli Yang
    ,
    Fei Sun
    ,
    Jiajun Tan
    ,
    Xinyu Ma
    ,
    Qi Cao
    ,
    Dawei Yin
    ,
    Huawei Shen
    , Xueqi Cheng
  79. 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
  80. Too Consistent to Detect: A Study of Self-Consistent Errors in LLMs
    EMNLP 2025 ·
    Hexiang Tan
    ,
    Fei Sun
    ,
    Sha Liu
    ,
    Du Su
    ,
    Qi Cao
    ,
    Xin Chen
    ,
    Jingang Wang
    ,
    Xunliang Cai
    ,
    Yuanzhuo Wang
    ,
    Huawei Shen
    , Xueqi Cheng
  81. ToolCoder: A Systematic Code-Empowered Tool Learning Framework for Large Language Models
    ACL 2025 ·
    Hanxing Ding
    ,
    Shuchang Tao
    ,
    Liang Pang
    ,
    Zihao Wei
    ,
    Jinyang Gao
    ,
    Bolin Ding
    ,
    Huawei Shen
    , Xueqi Cheng
  82. 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
  83. 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
  84. 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
  85. Training a Utility-based Retriever Through Shared Context Attribution for Retrieval-Augmented Language Models
    EMNLP 2025 ·
    Yilong Xu
    ,
    Jinhua Gao
    ,
    Xiaoming Yu
    ,
    Yuanhai Xue
    ,
    Baolong Bi
    ,
    Huawei Shen
    , Xueqi Cheng
  86. 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
  87. 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
  88. Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation
    EMNLP 2025 ·
    Jiayu Yao
    ,
    Shenghua Liu
    ,
    Yiwei Wang
    ,
    Lingrui Mei
    ,
    Baolong Bi
    ,
    Yuyao Ge
    ,
    Zhecheng Li
    , Xueqi Cheng
  89. 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
  90. Adaptive Token Biaser: Knowledge Editing via Biasing Key Entities
    EMNLP 2024 ·
    Baolong Bi
    ,
    Shenghua Liu
    ,
    Yiwei Wang
    ,
    Lingrui Mei
    ,
    Hongcheng Gao
    ,
    Yilong Xu
    , Xueqi Cheng
  91. Are Large Language Models Good at Utility Judgments?
    SIGIR 2024 ·
    Hengran Zhang
    ,
    Ruqing Zhang
    ,
    Jiafeng Guo
    ,
    Maarten de Rijke
    ,
    Yixing Fan
    , Xueqi Cheng
  92. Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts?
    ACL 2024 ·
    Hexiang Tan
    ,
    Fei Sun
    ,
    Wanli Yang
    ,
    Yuanzhuo Wang
    ,
    Qi Cao
    , Xueqi Cheng
  93. 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
  94. CausalDiff: Causality-Inspired Disentanglement via Diffusion Model for Adversarial Defense
    NeurIPS 2024 ·
    Mingkun Zhang
    ,
    Keping Bi
    ,
    Wei Chen
    ,
    Quanrun Chen
    ,
    Jiafeng Guo
    , Xueqi Cheng
  95. Classifier Guidance Enhances Diffusion-Based Adversarial Purification by Preserving Predictive Information
    ECAI 2024 ·
    Mingkun Zhang
    ,
    Jianing Li
    ,
    Wei Chen
    ,
    Jiafeng Guo
    , Xueqi Cheng
  96. Controlling Risk of Retrieval-augmented Generation: A Counterfactual Prompting Framework
    EMNLP 2024 ·
    Lu Chen
    ,
    Ruqing Zhang
    ,
    Jiafeng Guo
    ,
    Yixing Fan
    , Xueqi Cheng
  97. Enhancing Training Data Attribution for Large Language Models with Fitting Error Consideration
    EMNLP 2024 ·
    Kangxi Wu
    ,
    Liang Pang
    ,
    Huawei Shen
    , Xueqi Cheng
  98. FCS-HGNN: Flexible Multi-type Community Search in Heterogeneous Information Networks
    CIKM 2024 ·
    Guoxin Chen
    ,
    Fangda Guo
    ,
    Yongqing Wang
    ,
    Yanghao Liu
    ,
    Peiying Yu
    ,
    Huawei Shen
    , Xueqi Cheng
  99. GaQR: An Efficient Generation-augmented Question Rewriter
    CIKM 2024 ·
    Oliver Young
    ,
    Yixing Fan
    ,
    Ruqing Zhang
    ,
    Jiafeng Guo
    ,
    Maarten de Rijke
    , Xueqi Cheng
  100. Generative Retrieval Meets Multi-Graded Relevance
    NeurIPS 2024 ·
    Yubao Tang
    ,
    Ruqing Zhang
    ,
    Jiafeng Guo
    ,
    Maarten de Rijke
    ,
    Wei Chen
    , Xueqi Cheng
  101. Graph Summarization for Preserving Spectral Characteristics
    SDM 2024 ·
    Houquan Zhou
    ,
    Shenghua Liu
    ,
    Huawei Shen
    , Xueqi Cheng
  102. Improving the Shortest Plank: Vulnerability-Aware Adversarial Training for Robust Recommender System
    RecSys 2024 ·
    Kaike Zhang
    ,
    Qi Cao
    ,
    Yunfan Wu
    ,
    Fei Sun
    ,
    Huawei Shen
    , Xueqi Cheng
  103. Invisible Relevance Bias: Text-Image Retrieval Models Prefer AI-Generated Images
    SIGIR 2024 ·
    Shicheng Xu
    ,
    Danyang Hou
    ,
    Liang Pang
    ,
    Jingcheng Deng
    ,
    Jun Xu
    ,
    Huawei Shen
    , Xueqi Cheng
  104. 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
  105. 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
  106. LPNL: Scalable Link Prediction with Large Language Models
    ACL 2024 ·
    Baolong Bi
    ,
    Shenghua Liu
    ,
    Yiwei Wang
    ,
    Lingrui Mei
    , Xueqi Cheng
  107. List-aware Reranking-Truncation Joint Model for Search and Retrieval-augmented Generation
    WWW 2024 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Jun Xu
    ,
    Huawei Shen
    , Xueqi Cheng
  108. LoRec: Combating Poisons with Large Language Model for Robust Sequential Recommendation
    SIGIR 2024 ·
    Kaike Zhang
    ,
    Qi Cao
    ,
    Yunfan Wu
    ,
    Fei Sun
    ,
    Huawei Shen
    , Xueqi Cheng
  109. Look Globally and Reason: Two-stage Path Reasoning over Sparse Knowledge Graphs
    CIKM 2024 ·
    Saiping Guan
    ,
    Jiyao Wei
    ,
    Xiaolong Jin
    ,
    Jiafeng Guo
    , Xueqi Cheng
  110. MORE: Multi-mOdal REtrieval Augmented Generative Commonsense Reasoning
    ACL 2024 ·
    Wanqing Cui
    ,
    Keping Bi
    ,
    Jiafeng Guo
    , Xueqi Cheng
  111. Matching Knowledge Graphs in Entity Embedding Spaces: An Experimental Study [Extended Abstract]
    ICDE 2024 ·
    Weixin Zeng
    ,
    Xiang Zhao
    ,
    Zhen Tan
    ,
    Jiuyang Tang
    , Xueqi Cheng
  112. 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
  113. Negative as Positive: Enhancing Out-of-distribution Generalization for Graph Contrastive Learning
    SIGIR 2024 ·
    Zixu Wang
    ,
    Bingbing Xu
    ,
    Yige Yuan
    ,
    Huawei Shen
    , Xueqi Cheng
  114. PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion
    AAAI 2024 ·
    Yige Yuan
    ,
    Bingbing Xu
    ,
    Bo Lin
    ,
    Liang Hou
    ,
    Fei Sun
    ,
    Huawei Shen
    , Xueqi Cheng
  115. 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
  116. Plot Retrieval as an Assessment of Abstract Semantic Association
    ACL 2024 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Jiangnan Li
    ,
    Mo Yu
    ,
    Fandong Meng
    ,
    Huawei Shen
    , Xueqi Cheng,
    Jie Zhou
  117. 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
  118. RoCEL: Advancing Table Entity Linking through Distinctive Row and Column Contexts
    EMNLP 2024 ·
    Yuanzheng Wang
    ,
    Yixing Fan
    ,
    Jiafeng Guo
    ,
    Ruqing Zhang
    , Xueqi Cheng
  119. SACH: Significant-Attributed Community Search in Heterogeneous Information Networks
    ICDE 2024 ·
    Yanghao Liu
    ,
    Fangda Guo
    ,
    Bingbing Xu
    ,
    Peng Bao
    ,
    Huawei Shen
    , Xueqi Cheng
  120. SLANG: New Concept Comprehension of Large Language Models
    EMNLP 2024 ·
    Lingrui Mei
    ,
    Shenghua Liu
    ,
    Yiwei Wang
    ,
    Baolong Bi
    , Xueqi Cheng
  121. Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks
    WWW 2024 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Huawei Shen
    , Xueqi Cheng,
    Tat-Seng Chua
  122. TEA: Test-Time Energy Adaptation
    CVPR 2024 ·
    Yige Yuan
    ,
    Bingbing Xu
    ,
    Liang Hou
    ,
    Fei Sun
    ,
    Huawei Shen
    , Xueqi Cheng
  123. The Butterfly Effect of Model Editing: Few Edits Can Trigger Large Language Models Collapse
    ACL 2024 ·
    Wanli Yang
    ,
    Fei Sun
    ,
    Xinyu Ma
    ,
    Xun Liu
    ,
    Dawei Yin
    , Xueqi Cheng
  124. Think Before You Speak: Cultivating Communication Skills of Large Language Models via Inner Monologue
    NAACL 2024 ·
    Junkai Zhou
    ,
    Liang Pang
    ,
    Huawei Shen
    , Xueqi Cheng
  125. Understanding and Improving Adversarial Collaborative Filtering for Robust Recommendation
    NeurIPS 2024 ·
    Kaike Zhang
    ,
    Qi Cao
    ,
    Yunfan Wu
    ,
    Fei Sun
    ,
    Huawei Shen
    , Xueqi Cheng
  126. Unsupervised Information Refinement Training of Large Language Models for Retrieval-Augmented Generation
    ACL 2024 ·
    Shicheng Xu
    ,
    Liang Pang
    ,
    Mo Yu
    ,
    Fandong Meng
    ,
    Huawei Shen
    , Xueqi Cheng,
    Jie Zhou
  127. When Do LLMs Need Retrieval Augmentation? Mitigating LLMs' Overconfidence Helps Retrieval Augmentation
    ACL 2024 ·
    Shiyu Ni
    ,
    Keping Bi
    ,
    Jiafeng Guo
    , Xueqi Cheng