Xixun Lin

Venues

Frequent coauthors

Papers

1. Breaking One-Size-Fits-All: Revisiting Out-of-Distribution Detection on Graphs Under Diverse Distribution Shifts
   AAAI 2026 ·

   Chuancheng Song

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2. CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems
   ACL 2026 ·

   Yongxuan Wu

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3. Conditional Diffusion Guided Knowledge Transfer for Multi-Domain Knowledge Graph Completion
   WWW 2026 ·

   Jiawei Sheng

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4. Do LLMs Know Tool Irrelevance? Demystifying Structural Alignment Bias in Tool Invocations
   ACL 2026 ·

   Yilong Liu

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5. EA-Agent: A Structured Multi-Step Reasoning Agent for Entity Alignment
   ACL 2026 ·

   Yixuan Nan

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6. Generalizable Graph-level Anomaly Detection via Prompted Anomaly Expansion and Normality Extraction
   WWW 2026 ·

   Ge Zhang

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7. MuVaC: A Variational Causal Framework for Multimodal Sarcasm Understanding in Dialogues
   WWW 2026 ·

   Diandian Guo

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8. PathMind: A Retrieve-Prioritize-Reason Framework for Knowledge Graph Reasoning with Large Language Models
   AAAI 2026 ·

   Yu Liu

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9. Scaling Collaborative Filtering with Multimodal Contrastive Fine-tuning
   WWW 2026 ·

   Liwei Jin

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10. Conformal Anomaly Detection in Event Sequences
    ICML 2025 ·

    Shuai Zhang

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11. Conformal Graph-level Out-of-distribution Detection with Adaptive Data Augmentation
    WWW 2025 · Xixun Lin
12. Enhancing Large Language Model for Knowledge Graph Completion via Structure-Aware Alignment-Tuning
    EMNLP 2025 ·

    Yu Liu

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13. Evidential Spectrum-Aware Contrastive Learning for OOD Detection in Dynamic Graphs
    ECML-PKDD 2025 ·

    Nan Sun

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14. FairCDR: Transferring Fairness and User Preferences for Cross-Domain Recommendation
    SIGKDD 2025 ·

    Yongxuan Wu

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15. RANA: Robust Active Learning for Noisy Network Alignment
    ECAI 2025 ·

    Yixuan Nan

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16. Reliably Bounding False Positives: A Zero-Shot Machine-Generated Text Detection Framework via Multiscaled Conformal Prediction
    ACL 2025 ·

    Xiaowei Zhu

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17. TTGL: Large-scale Multi-scenario Universal Graph Learning at TikTok
    SIGKDD 2025 ·

    Shichao Zhu

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18. UniFORM: Towards Unified Framework for Anomaly Detection on Graphs
    AAAI 2025 ·

    Chuancheng Song

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19. CL4CO: A Curriculum Training Framework for Graph-Based Neural Combinatorial Optimization
    ICDM 2024 ·

    Yang Liu

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20. Graph Neural Stochastic Diffusion for Estimating Uncertainty in Node Classification
    ICML 2024 · Xixun Lin
21. Neural Jump-Diffusion Temporal Point Processes
    ICML 2024 ·

    Shuai Zhang

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