PPaperPicks

Yanan Cao

Chinese Academy of Sciences, Institute of Information Engineering, Beijing, China

37 papers at tracked venues · 28 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-3534-1094 ↗Homepage ↗

Venues

ACL ×14AAAI ×4EMNLP ×4NeurIPS ×3WWW ×3SIGIR ×2EACL ×1ECAI ×1ECML-PKDD ×1ICML ×1NAACL ×1SIGKDD ×1WSDM ×1

Frequent coauthors

Xixun Lin
×13
Fang Fang
×12
Yubing Ren
×12
Yanmin Shang
×8
Shi Wang
×7
Yue Hu
×5
Shirui Pan
×4
Yuqiang Xie
×4
Zheng Lin
×4
Nan Sun
×3
Chuan Zhou
×3
Lanxue Zhang
×3

Papers

  1. Beyond Memorization: A Rigorous Evaluation Framework for Medical Knowledge Editing
    EACL 2026 ·
    Shigeng Chen
    ,
    Linhao Luo
    ,
    Zhangchi Qiu
    , Yanan Cao,
    Carl Yang
    ,
    Shirui Pan
  2. Breaking One-Size-Fits-All: Revisiting Out-of-Distribution Detection on Graphs Under Diverse Distribution Shifts
    AAAI 2026 ·
    Chuancheng Song
    ,
    Hanyang Shen
    ,
    Yan Dong
    ,
    Xixun Lin
    ,
    Yanmin Shang
    , Yanan Cao
  3. CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems
    ACL 2026 ·
    Yongxuan Wu
    ,
    Xixun Lin
    ,
    He Zhang
    ,
    Nan Sun
    ,
    Kun Wang
    ,
    Chuan Zhou
    ,
    Shirui Pan
    , Yanan Cao
  4. Cognitive Analysis Graph-Guided Multi-Turn Safety Enhancement for Large Language Models
    ACL 2026 ·
    Lanxue Zhang
    ,
    Yuqiang Xie
    ,
    Fang Fang
    ,
    Yubing Ren
    ,
    Xuebin Wang
    , Yanan Cao
  5. Do LLMs Know Tool Irrelevance? Demystifying Structural Alignment Bias in Tool Invocations
    ACL 2026 ·
    Yilong Liu
    ,
    Xixun Lin
    ,
    Pengfei Cao
    ,
    Ge Zhang
    ,
    Fang Fang
    , Yanan Cao
  6. DualGuard: Dual-stream Large Language Model Watermarking Defense against Paraphrase and Spoofing Attack
    ACL 2026 ·
    Hao Li
    ,
    Yubing Ren
    , Yanan Cao,
    Yingjie Li
    ,
    Fang Fang
    ,
    Shi Wang
    ,
    Li Guo
  7. EA-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment
    ACL 2026 ·
    Yixuan Nan
    ,
    Xixun Lin
    ,
    Yanmin Shang
    ,
    Ge Zhang
    ,
    Zheng Fang
    ,
    Fang Fang
    , Yanan Cao
  8. Exons-Detect: Identifying and Amplifying Exonic Tokens via Hidden-State Discrepancy for Robust AI-Generated Text Detection
    ACL 2026 ·
    Xiaowei Zhu
    ,
    Yubing Ren
    ,
    Fang Fang
    ,
    Shi Wang
    , Yanan Cao,
    Li Guo
  9. MetaGDPO: Alleviating Catastrophic Forgetting with Metacognitive Knowledge Through Group Direct Preference Optimization
    AAAI 2026 ·
    Lanxue Zhang
    ,
    Yuqiang Xie
    ,
    Fang Fang
    ,
    Fanglong Dong
    ,
    Rui Liu
    , Yanan Cao
  10. PathMind: A Retrieve-Prioritize-Reason Framework for Knowledge Graph Reasoning with Large Language Models
    AAAI 2026 ·
    Yu Liu
    ,
    Xixun Lin
    ,
    Yanmin Shang
    ,
    Yangxi Li
    ,
    Shi Wang
    , Yanan Cao
  11. Rethinking LLM Watermark Detection in Black-Box Settings: A Non-Intrusive Third-Party Framework
    ACL 2026 ·
    Zhuoshang Wang
    ,
    Yubing Ren
    , Yanan Cao,
    Fang Fang
    ,
    Xiaoxue Li
    ,
    Li Guo
  12. A Group Fairness Lens for Large Language Models
    EMNLP 2025 ·
    Guanqun Bi
    ,
    Yuqiang Xie
    ,
    Lei Shen
    , Yanan Cao
  13. Bridging the Gap: Aligning Language Model Generation with Structured Information Extraction via Controllable State Transition
    WWW 2025 ·
    Hao Li
    ,
    Yubing Ren
    , Yanan Cao,
    Yingjie Li
    ,
    Fang Fang
    ,
    Zheng Lin
    ,
    Shi Wang
  14. Conformal Graph-level Out-of-distribution Detection with Adaptive Data Augmentation
    WWW 2025 ·
    Xixun Lin
    , Yanan Cao,
    Nan Sun
    ,
    Lixin Zou
    ,
    Chuan Zhou
    ,
    Peng Zhang
    ,
    Shuai Zhang
    ,
    Ge Zhang
    ,
    Jia Wu
  15. DNA-DetectLLM: Unveiling AI-Generated Text via a DNA-Inspired Mutation-Repair Paradigm
    NeurIPS 2025 ·
    Xiaowei Zhu
    ,
    Yubing Ren
    ,
    Fang Fang
    ,
    Qingfeng Tan
    ,
    Shi Wang
    , Yanan Cao
  16. Dual-Path Counterfactual Integration for Multimodal Aspect-Based Sentiment Classification
    EMNLP 2025 ·
    Rui Liu
    ,
    Jiahao Cao
    ,
    Jiaqian Ren
    ,
    Xu Bai
    , Yanan Cao
  17. Dynamic Evaluation with Cognitive Reasoning for Multi-turn Safety of Large Language Models
    ACL 2025 ·
    Lanxue Zhang
    , Yanan Cao,
    Yuqiang Xie
    ,
    Fang Fang
    ,
    Yangxi Li
  18. Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning
    EMNLP 2025 ·
    Yu Liu
    , Yanan Cao,
    Xixun Lin
    ,
    Yanmin Shang
    ,
    Shi Wang
    ,
    Shirui Pan
  19. Evidential Spectrum-Aware Contrastive Learning for OOD Detection in Dynamic Graphs
    ECML-PKDD 2025 ·
    Nan Sun
    ,
    Xixun Lin
    ,
    Zhiheng Zhou
    ,
    Yanmin Shang
    ,
    Zhenlin Cheng
    , Yanan Cao
  20. FairCDR: Transferring Fairness and User Preferences for Cross-Domain Recommendation
    SIGKDD 2025 ·
    Yongxuan Wu
    ,
    Yang Liu
    ,
    Xixun Lin
    ,
    Hong Zhou
    , Yanan Cao,
    Lixin Zou
    ,
    Yanmin Shang
    ,
    Yanbing Liu
  21. From Trade-off to Synergy: A Versatile Symbiotic Watermarking Framework for Large Language Models
    ACL 2025 ·
    Yidan Wang
    ,
    Yubing Ren
    , Yanan Cao,
    Binxing Fang
  22. LayerNavigator: Finding Promising Intervention Layers for Efficient Activation Steering in Large Language Models
    NeurIPS 2025 ·
    Hao Sun
    ,
    Huailiang Peng
    ,
    Qiong Dai
    ,
    Xu Bai
    , Yanan Cao
  23. NeedleInATable: Exploring Long-Context Capability of Large Language Models towards Long-Structured Tables
    NeurIPS 2025 ·
    Lanrui Wang
    ,
    Mingyu Zheng
    ,
    Hongyin Tang
    ,
    Zheng Lin
    , Yanan Cao,
    Jingang Wang
    ,
    Xunliang Cai
    ,
    Weiping Wang
  24. PIG: Privacy Jailbreak Attack on LLMs via Gradient-based Iterative In-Context Optimization
    ACL 2025 ·
    Yidan Wang
    , Yanan Cao,
    Yubing Ren
    ,
    Fang Fang
    ,
    Zheng Lin
    ,
    Binxing Fang
  25. RANA: Robust Active Learning for Noisy Network Alignment
    ECAI 2025 ·
    Yixuan Nan
    ,
    Xixun Lin
    ,
    Yanmin Shang
    ,
    Zhuofan Li
    ,
    Can Zhao
    , Yanan Cao
  26. Reasoning and Retrieval for Complex Semi-structured Tables via Reinforced Relational Data Transformation
    SIGIR 2025 ·
    Haoyu Dong
    ,
    Yue Hu
    , Yanan Cao
  27. RelationalCoder: Rethinking Complex Tables via Programmatic Relational Transformation
    ACL 2025 ·
    Haoyu Dong
    ,
    Yue Hu
    ,
    Huailiang Peng
    , Yanan Cao
  28. Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction
    ACL 2025 ·
    Xiaowei Zhu
    ,
    Yubing Ren
    , Yanan Cao,
    Xixun Lin
    ,
    Fang Fang
    ,
    Yangxi Li
  29. TableCoder: Table Extraction from Text via Reliable Code Generation
    ACL 2025 ·
    Haoyu Dong
    ,
    Yue Hu
    ,
    Huailiang Peng
    , Yanan Cao
  30. UniFORM: Towards Unified Framework for Anomaly Detection on Graphs
    AAAI 2025 ·
    Chuancheng Song
    ,
    Xixun Lin
    ,
    Hanyang Shen
    ,
    Yanmin Shang
    , Yanan Cao
  31. Generative Models for Complex Logical Reasoning over Knowledge Graphs
    WSDM 2024 ·
    Yu Liu
    , Yanan Cao,
    Shi Wang
    ,
    Qingyue Wang
    ,
    Guanqun Bi
  32. Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification
    ICML 2024 ·
    Xixun Lin
    ,
    Wenxiao Zhang
    ,
    Fengzhao Shi
    ,
    Chuan Zhou
    ,
    Lixin Zou
    ,
    Xiangyu Zhao
    ,
    Dawei Yin
    ,
    Shirui Pan
    , Yanan Cao
  33. Query in Your Tongue: Reinforce Large Language Models with Retrievers for Cross-lingual Search Generative Experience
    WWW 2024 ·
    Ping Guo
    ,
    Yue Hu
    , Yanan Cao,
    Yubing Ren
    ,
    Yunpeng Li
    ,
    Heyan Huang
  34. Steering Large Language Models for Cross-lingual Information Retrieval
    SIGIR 2024 ·
    Ping Guo
    ,
    Yubing Ren
    ,
    Yue Hu
    , Yanan Cao,
    Yunpeng Li
    ,
    Heyan Huang
  35. Subtle Signatures, Strong Shields: Advancing Robust and Imperceptible Watermarking in Large Language Models
    ACL 2024 ·
    Yubing Ren
    ,
    Ping Guo
    , Yanan Cao,
    Wei Ma
  36. TISE: A Tripartite In-context Selection Method for Event Argument Extraction
    NAACL 2024 ·
    Yanhe Fu
    , Yanan Cao,
    Qingyue Wang
    ,
    Yi Liu
  37. Towards One-to-Many Visual Question Answering
    EMNLP 2024 ·
    Huishan Ji
    ,
    Qingyi Si
    ,
    Zheng Lin
    , Yanan Cao,
    Weiping Wang