PPaperPicks

Yu Wang

University of Oregon, Department of Computer Science, Eugene, OR, USA

27 papers at tracked venues · 17 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. A Survey on LLM-based Conversational User Simulation
  2. Building Transparency in Deep Learning-Powered Network Traffic Classification: A Traffic-Explainer Framework
  3. Knowledge Homophily in Large Language Models
  4. Reasoning by Exploration: A Unified Approach to Retrieval and Generation over Graphs
  5. Rigorizing Retrieval-augmented Generation with Structured Knowledge Intelligence (6 Hrs)
  6. Rule Mining and Learning for Structured Knowledge Retrieval
  7. SaVe-TAG: LLM-based Interpolation for Long-Tailed Text-Attributed Graphs
  8. A Large-scale Training Paradigm for Graph Generative Models
    ICLR 2025 · Yu Wang
  9. A Survey on Long-Video Storytelling Generation: Architectures, Consistency, and Cinematic Quality
  10. BTS: A Comprehensive Benchmark for Tie Strength Prediction
  11. Demystifying the Power of Large Language Models in Graph Generation
    NAACL 2025 · Yu Wang
  12. Edge Classification on Graphs: New Directions in Topological Imbalance
  13. Empowering GraphRAG with Knowledge Filtering and Integration
  14. From Selection to Generation: A Survey of LLM-based Active Learning
  15. GUI Agents: A Survey
  16. Machine Learning on Graphs in the Era of Generative Artificial Intelligence
    SIGKDD 2025 · Yu Wang
  17. Mitigating Visual Knowledge Forgetting in MLLM Instruction-tuning via Modality-decoupled Gradient Descent
  18. Mixture of Structural-and-Textual Retrieval over Text-rich Graph Knowledge Bases
  19. Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective
  20. A Topological Perspective on Demystifying GNN-Based Link Prediction Performance
    ICLR 2024 · Yu Wang
  21. Can One Embedding Fit All? A Multi-Interest Learning Paradigm Towards Improving User Interest Diversity Fairness
  22. Data Quality-aware Graph Machine Learning
    CIKM 2024 · Yu Wang
  23. Knowledge Graph Prompting for Multi-Document Question Answering
    AAAI 2024 · Yu Wang
  24. Knowledge Graph-based Session Recommendation with Session-Adaptive Propagation
    WWW 2024 · Yu Wang
  25. Leveraging Opposite Gender Interaction Ratio as a Path towards Fairness in Online Dating Recommendations Based on User Sexual Orientation
  26. Topology-aware Retrieval Augmentation for Text Generation
    CIKM 2024 · Yu Wang
  27. WelQrate: Defining the Gold Standard in Small Molecule Drug Discovery Benchmarking