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

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Venues

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

Frequent coauthors

Lanxue Zhang
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Xiaowei Zhu
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Yu Liu
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Haoyu Dong
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Chuancheng Song
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Yongxuan Wu
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Hao Li
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Yixuan Nan
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Xixun Lin
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Yidan Wang
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Ping Guo
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Shigeng Chen
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Papers

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