Jia Liu

机构：Xihua University, Xi'an Shiyou University · ORCID：0000-0002-2910-3447

发表论文 89 篇 · 总被引 1728 次 · h-index 20

代表论文

• Multimodal federated learning: Concept, methods, applications and future directions (2024 · Information Fusion · 被引 88)
• Few-shot multi-domain text intent classification with Dynamic Balance Domain Adaptation Meta-learning (2024 · Expert Systems with Applications · 被引 15)
• ODMGIS: An Outlier Detection Method Based on Multigranularity Information Sets (2025 · IEEE Transactions on Fuzzy Systems · 被引 14)
• FedDAF: Federated deep attention fusion for dangerous driving behavior detection (2024 · Information Fusion · 被引 11)
• Few-shot intent detection with mutual information and contrastive learning (2024 · Applied Soft Computing · 被引 6)
• Sequential contrastive learning for progressive knowledge tracing (2025 · Knowledge-Based Systems · 被引 5)