PPaperPicks

Jiye Liang

32 papers at tracked venues · 25 at CORE A* · active 20242026

Venues

Frequent coauthors

Papers

  1. Graph Adversarial Defense via Hilbert-Schmidt Independence Criterion against Influence Maximization Attacks
  2. Point Cloud Semantic Scene Completion with Prototype-Guided Transformer
  3. Semantic Guided Part Relation-aware Network for Point Cloud Completion
  4. Automatic Visual Instrumental Variable Learning for Confounding-Resistant Domain Generalization
  5. CMoB: Modality Valuation via Causal Effect for Balanced Multimodal Learning
  6. Counterfactual Contrastive Learning with Normalizing Flows for Robust Treatment Effect Estimation
  7. Cross-Channel Graph Attention Mechanism for Deep Convolutional Neural Networks
  8. EduLLM: Leveraging Large Language Models and Framelet-Based Signed Hypergraph Neural Networks for Student Performance Prediction
  9. FANS: A Flatness-Aware Network Structure for Generalization in Offline Reinforcement Learning
  10. Federated Causal Structure Learning with Non-identical Variable Sets
  11. GNN-Transformer Cooperative Architecture for Trustworthy Graph Contrastive Learning
  12. Graph Segmentation and Contrastive Enhanced Explainer for Graph Neural Networks
  13. Hawkes Point Process-enhanced Dynamic Graph Neural Network
  14. Human Cognition-Inspired Hierarchical Fuzzy Learning Machine
  15. HyperMixup: Hypergraph-Augmented with Higher-order Information Mixup
  16. Hyperbolic Multi-Criteria Rating Recommendation
  17. Improving Generalization in Offline Reinforcement Learning via Latent Distribution Representation Learning
  18. Label Noise Correction via Fuzzy Learning Machine
    AAAI 2025 · Jiye Liang
  19. Learning Textual Prompts for Open-World Semi-Supervised Learning
  20. MATCH: Modality-Calibrated Hypergraph Fusion Network for Conversational Emotion Recognition
  21. Multi-Modal Point Cloud Completion with Interleaved Attention Enhanced Transformer
  22. Open-World Semi-Supervised Learning with Class Semantic Correlations
  23. Uncertainty-guided Graph Contrastive Learning from a Unified Perspective
  24. AGR: Reinforced Causal Agent-Guided Self-explaining Rationalization
  25. FRVA: Fact-Retrieval and Verification Augmented Entailment Tree Generation for Explainable Question Answering
  26. Graph External Attention Enhanced Transformer
  27. Hyperspherical Multi-Prototype with Optimal Transport for Event Argument Extraction
  28. Improving Generalization in Offline Reinforcement Learning via Adversarial Data Splitting
  29. InstructEd: Soft-Instruction Tuning for Model Editing with Hops
  30. Scalable Constrained Policy Optimization for Safe Multi-agent Reinforcement Learning
  31. SpeAr: A Spectral Approach for Zero-Shot Node Classification
  32. Uncertainty-Aware Multi-view Learning for Prostate Cancer Grading with DWI