Wenhe Liu

机构：Carnegie Mellon University · ORCID：0000-0003-4679-2958

发表论文 100 篇 · 总被引 739 次 · h-index 16

代表论文

• Adaptive Knowledge Assessment via Symmetric Hierarchical Bayesian Neural Networks with Graph Symmetry-Aware Concept Dependencies (2025 · Symmetry · 被引 21)
• Addressing Sensor Data Heterogeneity and Sample Imbalance: A Transformer-Based Approach for Battery Degradation Prediction in Electric Vehicles (2025 · Sensors · 被引 18)
• Multi-Dimensional Anomaly Detection and Fault Localization in Microservice Architectures: A Dual-Channel Deep Learning Approach with Causal Inference for Intelligent Sensing (2025 · Sensors · 被引 16)
• Dynamic Marketing Uplift Modeling: A Symmetry-Preserving Framework Integrating Causal Forests with Deep Reinforcement Learning for Personalized Intervention Strategies (2025 · Symmetry · 被引 13)
• XGate: Explainable Reinforcement Learning for Transparent and Trustworthy API Traffic Management in IoT Sensor Networks (2025 · Sensors · 被引 13)
• Zero-Shot Detection of Visual Food Safety Hazards via Knowledge-Enhanced Feature Synthesis (2025 · Applied Sciences · 被引 11)