Personal Information
Professor
Paper Publications
- PreFact: Knowledge Propagation Regulating Network Toward Preferred Facts for Knowledge-aware Recommendation:DASFAA(CCF B类会议), 2026
- SeeKRec: Towards Semantic-empowered Knowledge-aware Recommendation:DASFAA(CCF B类会议), 2026
- Bundling-aware Masked Graph AutoEncoder for Bundle Recommendation:ICASSP(CCF B类会议), 2026
- A Spectral Heterogeneous Diffusion Framework for Knowledge-aware Recommendation:WSDM (CCF B类会议), 2026
- Knowledge Starts with Practice: Knowledge-Aware Exercise Generative Recommendation with Adaptive Multi-Agent Cooperation:NeurIPS (CCF A类会议), 2025
- Breaking Knowledge Boundaries: Cognitive Distillation-enhanced Cross-Behavior Course Recommendation Model:RecSys (CCF B类会议), 2025
- DeMBR: Denoising Model with Memory Pruning and Semantic Guidance for Multi-Behavior Recommendation:WSDM (CCF B类会议), 2025
- Dual-tower Model with Semantic Perception and Timespan-coupled Hypergraph for Next-Basket Recommendation:Neural Networks (SCI 1区Top期刊), 2025
- Dual Multi-Scale GCN with Deformable Temporal Kernel for Skeleton-based Action Recognition:ICASSP (CCF B类会议), 2025
- SpatioTemporal-View Member Preferences Contrastive Representation Learning for Group Recommendation:Machine Learning (CCF B类期刊), 2025
- 基于深度学习的个性化学习资源推荐综述:计算机科学,2024,51(10):17-32
- PCG: A joint framework of graph collaborative filtering for bug triaging.[J]:Journal of Software-Evolution and Process,2024
- Joint Contrastive Learning of Structural and Semantic for Graph Collaborative Filtering.[J]:Neurocomputing（中科院二区Top期刊）,2024
- Inherent-Attribute-Aware Dual-Graph AutoEncoder for Rating Prediction.[J]:Journal of Information and Intelligence,2024
- A Knowledge Recommendation Method Based on Static and Dynamic Learning Demands Perception.[J]:Journal of Software,2023
- Self-constructing Temporal Excitation Graph for Skeleton-based Action Recognition.[J]:IEEE sensors journal,2023
- Breakthrough in Smart Education: Course Recommendation System based on Graph Learning.[J]:Journal of Software,2022
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