PPaperPicks

Liang Duan

11 papers at tracked venues · 2 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Dual-Kernel Graph Community Contrastive Learning
  2. Conditional Information Bottleneck-Based Multivariate Time Series Forecasting
  3. Efficient Cardinality Estimation with Query-induced Probability Inference
  4. GFlowNet with Gradient-based Optimization for Bayesian Network Structure Learning
  5. Hierarchical Structure Enhanced Graph Representation for Link Prediction
  6. Improving Graph Contrastive Learning with Community Structure
  7. Learning Conditional Probability Distributions for Robust Probabilistic Inference in Bayesian Network
  8. Probabilistic Semantics Guided Discovery of Approximate Functional Dependencies
    UAI 2025 · Liang Duan
  9. Trend-Aware Multivariate Time Series Forecasting Based on Mutual Information and Cross Attention
  10. Structural Entropy Based Graph Structure Learning for Node Classification
    AAAI 2024 · Liang Duan
  11. Transformer Based Bayesian Network Embedding for Efficient Multiple Probabilistic Inferences