PPaperPicks

Xixun Lin

21 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0004-6645-0597 ↗

Venues

WWW ×5ACL ×4AAAI ×3ICML ×3SIGKDD ×2ECAI ×1ECML-PKDD ×1EMNLP ×1ICDM ×1

Frequent coauthors

Yanan Cao
×13
Yanmin Shang
×8
Chuan Zhou
×7
Shirui Pan
×4
Ge Zhang
×4
Lixin Zou
×4
Shuai Zhang
×4
Yang Aron Liu
×4
Peng Zhang
×4
Nan Sun
×3
Fang Fang
×3
Chuancheng Song
×2

Papers

  1. 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
  2. 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
  3. Conditional Diffusion Guided Knowledge Transfer for Multi-Domain Knowledge Graph Completion
    WWW 2026 ·
    Jiawei Sheng
    ,
    Taoyu Su
    , Xixun Lin,
    Xiaodong Li
    ,
    Tingwen Liu
  4. 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
  5. 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
  6. Generalizable Graph-level Anomaly Detection via Prompted Anomaly Expansion and Normality Extraction
    WWW 2026 ·
    Ge Zhang
    ,
    Jiapei Chen
    ,
    Guohao Sun
    ,
    Xiu Fang
    ,
    Zhenyu Yang
    , Xixun Lin,
    Liang Yang
  7. MuVaC: A Variational Causal Framework for Multimodal Sarcasm Understanding in Dialogues
    WWW 2026 ·
    Diandian Guo
    ,
    Fangfang Yuan
    ,
    Cong Cao
    , Xixun Lin,
    Chuan Zhou
    ,
    Hao Peng
    ,
    Yanan Cao
    ,
    Yanbing Liu
  8. 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
  9. Scaling Collaborative Filtering with Multimodal Contrastive Fine-tuning
    WWW 2026 ·
    Liwei Jin
    ,
    Dan Luo
    ,
    Lixin Zou
    ,
    Chenliang Li
    ,
    Xiangyang Luo
    , Xixun Lin,
    Liming Dong
    ,
    Yifan Zhang
  10. Conformal Anomaly Detection in Event Sequences
    ICML 2025 ·
    Shuai Zhang
    ,
    Chuan Zhou
    ,
    Yang Liu
    ,
    Peng Zhang
    , Xixun Lin,
    Shirui Pan
  11. 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
  12. 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
  13. 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
  14. 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
  15. RANA: Robust Active Learning for Noisy Network Alignment
    ECAI 2025 ·
    Yixuan Nan
    , Xixun Lin,
    Yanmin Shang
    ,
    Zhuofan Li
    ,
    Can Zhao
    ,
    Yanan Cao
  16. 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
  17. TTGL: Large-scale Multi-scenario Universal Graph Learning at TikTok
    SIGKDD 2025 ·
    Shichao Zhu
    ,
    Mufan Li
    ,
    Guangmou Pan
    , Xixun Lin
  18. UniFORM: Towards Unified Framework for Anomaly Detection on Graphs
    AAAI 2025 ·
    Chuancheng Song
    , Xixun Lin,
    Hanyang Shen
    ,
    Yanmin Shang
    ,
    Yanan Cao
  19. CL4CO: A Curriculum Training Framework for Graph-Based Neural Combinatorial Optimization
    ICDM 2024 ·
    Yang Liu
    ,
    Chuan Zhou
    ,
    Peng Zhang
    ,
    Zhao Li
    ,
    Shuai Zhang
    , Xixun Lin,
    Xindong Wu
  20. 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
  21. Neural Jump-Diffusion Temporal Point Processes
    ICML 2024 ·
    Shuai Zhang
    ,
    Chuan Zhou
    ,
    Yang Aron Liu
    ,
    Peng Zhang
    , Xixun Lin,
    Zhi-Ming Ma