PPaperPicks

Song Wang

University of Virginia, Charlottesville, VA, USA

34 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1273-7694 ↗Google Scholar ↗Homepage ↗

Venues

EMNLP ×7AAAI ×4ACL ×4NeurIPS ×4ICLR ×3CIKM ×2ICDM ×2WSDM ×2ECAI ×1ICML ×1IJCAI ×1NAACL ×1SIGKDD ×1WWW ×1

Frequent coauthors

Jundong Li
×28
Zhen Tan
×15
Tianlong Chen
×9
Zihan Chen
×9
Yushun Dong
×8
Chen Chen
×8
Huan Liu
×6
Zhenyu Lei
×5
Yaochen Zhu
×5
Yinhan He
×5
Cong Shen
×5
Zaiyi Zheng
×4

Papers

  1. Explaining the 'Unexplainable' Large Language Models
    WSDM 2026 ·
    Zhen Tan
    , Song Wang,
    Tianlong Chen
    ,
    Jing Ma
    ,
    Jundong Li
    ,
    Huan Liu
  2. Metacognitive Self-Correction for Multi-Agent System via Prototype-Guided Next-Execution Reconstruction
    ACL 2026 ·
    Xu Shen
    ,
    Qi Zhang
    , Song Wang,
    Zhen Tan
    ,
    Xinyu Zhao
    ,
    Laura Yao
    ,
    Vaishnav Tadiparthi
    ,
    Hossein Nourkhiz Mahjoub
    ,
    Ehsan Moradi-Pari
    ,
    Kwonjoon Lee
    ,
    Tianlong Chen
  3. <tt>BetaConform</tt>: Efficient MAP Estimation of LLM Ensemble Judgment Performance with Prior Transfer
    NeurIPS 2025 ·
    Huaizhi Qu
    ,
    Inyoung Choi
    ,
    Zhen Tan
    , Song Wang,
    Sukwon Yun
    ,
    Qi Long
    ,
    Faizan Siddiqui
    ,
    Kwonjoon Lee
    ,
    Tianlong Chen
  4. AnyMAC: Cascading Flexible Multi-Agent Collaboration via Next-Agent Prediction
    EMNLP 2025 · Song Wang,
    Zhen Tan
    ,
    Zihan Chen
    ,
    Shuang Zhou
    ,
    Tianlong Chen
    ,
    Jundong Li
  5. BrainMAP: Learning Multiple Activation Pathways in Brain Networks
    AAAI 2025 · Song Wang,
    Zhenyu Lei
    ,
    Zhen Tan
    ,
    Jiaqi Ding
    ,
    Xinyu Zhao
    ,
    Yushun Dong
    ,
    Guorong Wu
    ,
    Tianlong Chen
    ,
    Chen Chen
    ,
    Aiying Zhang
    ,
    Jundong Li
  6. CEB: Compositional Evaluation Benchmark for Fairness in Large Language Models
    ICLR 2025 · Song Wang,
    Peng Wang
    ,
    Tong Zhou
    ,
    Yushun Dong
    ,
    Zhen Tan
    ,
    Jundong Li
  7. CoRAG: Enhancing Hybrid Retrieval-Augmented Generation through a Cooperative Retriever Architecture
    EMNLP 2025 ·
    Zaiyi Zheng
    , Song Wang,
    Zihan Chen
    ,
    Yaochen Zhu
    ,
    Yinhan He
    ,
    Liangjie Hong
    ,
    Qi Guo
    ,
    Jundong Li
  8. Demystify Epidemic Containment in Directed Networks: Theory and Algorithms
    WSDM 2025 ·
    Yinhan He
    ,
    Chen Chen
    , Song Wang,
    Guanghui Min
    ,
    Jundong Li
  9. Dynamic, Efficient, and Generalizable Multi-Agent Communication for Large Language Models
    ICDM 2025 · Song Wang,
    Jundong Li
  10. Fairness-Aware Graph Learning: A Benchmark
    SIGKDD 2025 ·
    Yushun Dong
    , Song Wang,
    Zhenyu Lei
    ,
    Zaiyi Zheng
    ,
    Jing Ma
    ,
    Chen Chen
    ,
    Jundong Li
  11. From Cross-Task Examples to In-Task Prompts: A Graph-Based Pseudo-Labeling Framework for In-context Learning
    EMNLP 2025 ·
    Zihan Chen
    , Song Wang,
    Xingbo Fu
    ,
    Chengshuai Shi
    ,
    Zhenyu Lei
    ,
    Cong Shen
    ,
    Jun-Dong Li
  12. Graph Neural Networks Are More Than Filters: Revisiting and Benchmarking from A Spectral Perspective
    ICLR 2025 ·
    Yushun Dong
    ,
    Patrick Soga
    ,
    Yinhan He
    , Song Wang,
    Jundong Li
  13. GraphRCG: Self-Conditioned Graph Generation
    CIKM 2025 · Song Wang,
    Zhen Tan
    ,
    Xinyu Zhao
    ,
    Tianlong Chen
    ,
    Huan Liu
    ,
    Jundong Li
  14. Hierarchical Demonstration Order Optimization for Many-shot In-Context Learning
    NeurIPS 2025 ·
    Yinhan He
    ,
    Wendy Zheng
    , Song Wang,
    Zaiyi Zheng
    ,
    Yushun Dong
    ,
    Yaochen Zhu
    ,
    Jundong Li
  15. Interpreting Pretrained Language Models via Concept Bottlenecks (Extended Abstract)
    IJCAI 2025 ·
    Zhen Tan
    ,
    Lu Cheng
    , Song Wang,
    Bo Yuan
    ,
    Jundong Li
    ,
    Huan Liu
  16. Learning from Diverse Reasoning Paths with Routing and Collaboration
    EMNLP 2025 ·
    Zhenyu Lei
    ,
    Zhen Tan
    , Song Wang,
    Yaochen Zhu
    ,
    Zihan Chen
    ,
    Yushun Dong
    ,
    Jundong Li
  17. MAPLE: Many-Shot Adaptive Pseudo-Labeling for In-Context Learning
    ICML 2025 ·
    Zihan Chen
    , Song Wang,
    Zhen Tan
    ,
    Jundong Li
    ,
    Cong Shen
  18. Multi-Agent Debate for LLM Judges with Adaptive Stability Detection
    NeurIPS 2025 ·
    Tianyu Hu
    ,
    Zhen Tan
    , Song Wang,
    Huaizhi Qu
    ,
    Tianlong Chen
  19. Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models
    ACL 2025 ·
    Haochen Liu
    , Song Wang,
    Chen Chen
    ,
    Jundong Li
  20. Reasoning of Large Language Models over Knowledge Graphs with Super-Relations
    ICLR 2025 · Song Wang,
    Junhong Lin
    ,
    Xiaojie Guo
    ,
    Julian Shun
    ,
    Jundong Li
    ,
    Yada Zhu
  21. Revisiting Graph Contrastive Learning on Anomaly Detection: A Structural Imbalance Perspective
    AAAI 2025 ·
    Yiming Xu
    ,
    Zhen Peng
    ,
    Bin Shi
    ,
    Xu Hua
    ,
    Bo Dong
    , Song Wang,
    Chen Chen
  22. Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation
    EMNLP 2025 · Song Wang,
    Zihan Chen
    ,
    Peng Wang
    ,
    Zhepei Wei
    ,
    Zhen Tan
    ,
    Yu Meng
    ,
    Cong Shen
    ,
    Jundong Li
  23. Text-Attributed Graph Anomaly Detection via Multi-Scale Cross- and Uni-Modal Contrastive Learning
    ECAI 2025 ·
    Yiming Xu
    ,
    Xu Hua
    ,
    Zhen Peng
    ,
    Bin Shi
    ,
    Jiarun Chen
    ,
    Xingbo Fu
    , Song Wang,
    Bo Dong
  24. Tuning-Free Accountable Intervention for LLM Deployment - a Metacognitive Approach
    AAAI 2025 ·
    Zhen Tan
    ,
    Jie Peng
    , Song Wang,
    Lijie Hu
    ,
    Tianlong Chen
    ,
    Huan Liu
  25. Virtual Nodes Can Help: Tackling Distribution Shifts in Federated Graph Learning
    AAAI 2025 ·
    Xingbo Fu
    ,
    Zihan Chen
    ,
    Yinhan He
    , Song Wang,
    Binchi Zhang
    ,
    Chen Chen
    ,
    Jundong Li
  26. Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization
    ICDM 2024 · Song Wang,
    Xiaodong Yang
    ,
    Rashidul Islam
    ,
    Huiyuan Chen
    ,
    Minghua Xu
    ,
    Jundong Li
    ,
    Yiwei Cai
  27. FastGAS: Fast Graph-based Annotation Selection for In-Context Learning
    ACL 2024 ·
    Zihan Chen
    , Song Wang,
    Cong Shen
    ,
    Jundong Li
  28. Few-shot Knowledge Graph Relational Reasoning via Subgraph Adaptation
    NAACL 2024 ·
    Haochen Liu
    , Song Wang,
    Chen Chen
    ,
    Jundong Li
  29. Glue pizza and eat rocks - Exploiting Vulnerabilities in Retrieval-Augmented Generative Models
    EMNLP 2024 ·
    Zhen Tan
    ,
    Chengshuai Zhao
    ,
    Raha Moraffah
    ,
    Yifan Li
    , Song Wang,
    Jundong Li
    ,
    Tianlong Chen
    ,
    Huan Liu
  30. Knowledge Graph-Enhanced Large Language Models via Path Selection
    ACL 2024 ·
    Haochen Liu
    , Song Wang,
    Yaochen Zhu
    ,
    Yushun Dong
    ,
    Jundong Li
  31. Large Language Models for Data Annotation and Synthesis: A Survey
    EMNLP 2024 ·
    Zhen Tan
    ,
    Dawei Li
    , Song Wang,
    Alimohammad Beigi
    ,
    Bohan Jiang
    ,
    Amrita Bhattacharjee
    ,
    Mansooreh Karami
    ,
    Jundong Li
    ,
    Lu Cheng
    ,
    Huan Liu
  32. Mixture of Demonstrations for In-Context Learning
    NeurIPS 2024 · Song Wang,
    Zihan Chen
    ,
    Chengshuai Shi
    ,
    Cong Shen
    ,
    Jundong Li
  33. PyGDebias: A Python Library for Debiasing in Graph Learning
    WWW 2024 ·
    Yushun Dong
    ,
    Zhenyu Lei
    ,
    Zaiyi Zheng
    , Song Wang,
    Jing Ma
    ,
    Alex Jing Huang
    ,
    Chen Chen
    ,
    Jundong Li
  34. Understanding and Modeling Job Marketplace with Pretrained Language Models
    CIKM 2024 ·
    Yaochen Zhu
    ,
    Liang Wu
    ,
    Binchi Zhang
    , Song Wang,
    Qi Guo
    ,
    Liangjie Hong
    ,
    Luke Simon
    ,
    Jundong Li