智能推荐与决策论文：

• Knowledge-guided Course Recommendation in MOOCs with Cross-graph and Forgetting-aware Cross-attention[J]. Applied Soft Computing (SCI 2区Top期刊). 2026.
• PreFact: Knowledge Propagation Regulating Network Toward Preferred Facts for Knowledge-aware Recommendation[C]. The 31st International Conference on Database Systems for Advanced Applications, DASFAA (CCF B类会议). 2026.
• SeeKRec: Towards Semantic-empowered Knowledge-aware Recommendation[C]. The 31st International Conference on Database Systems for Advanced Applications, DASFAA (CCF B类会议). 2026.
• Bundling-aware Masked Graph AutoEncoder for Bundle Recommendation[C]. The 51th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP (CCF B类会议). 2026.
• A Spectral Heterogeneous Diffusion Framework for Knowledge-aware Recommendation[C]. The 19th ACM International Conference on WSDM (CCF B类会议). 2026.
• Knowledge Starts with Practice: Knowledge-Aware Exercise Generative Recommendation with Adaptive Multi-Agent Cooperation[C]. The 39th Annual Conference on Neural Information Processing Systems, NeurIPs (CCF A类会议). 2025.
• Breaking Knowledge Boundaries: Cognitive Distillation-enhanced Cross-Behavior Course Recommendation Model[C]. The 19th ACM Conference on RecSys (CCF B类会议). 2025.
• Dual-tower Model with Semantic Perception and Timespan-coupled Hypergraph for Next-Basket Recommendation[J]. Neural Networks (SCI 1区Top期刊). 2025.
• DeMBR: Denoising Model with Memory Pruning and Semantic Guidance for Multi-Behavior Recommendation[C]. The 18th ACM International Conference on WSDM (CCF B类会议). 2025.
• SpatioTemporal-View Member Preferences Contrastive Representation Learning for Group Recommendation[J]. 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[J]. 计算机科学 (CCF T2级中文期刊). 2024.
• Joint Contrastive Learning of Structural and Semantic for Graph Collaborative Filtering[J]. Neurocomputing (SCI 2区Top期刊). 2024.
• PCG: A Joint Framework of Graph Collaborative Filtering for Bug Triaging[J]. Journal of Software: Evolution and Process (CCF B类 期刊). 2024.
• Inhenrent-Attribute-Aware Dual-Graph AutoEncoder for Rating Prediction[J]. Journal of Information and Intelligence. 2024.
• 一种基于静态与动态学习需求感知的知识点推荐方法[J]. 软件学报 (CCF T1级中文期刊). 2023.
• 突破智慧教育: 基于图学习的课程推荐系统[J]. 软件学报 (CCF T1级中文期刊). 2022.
• 基于时间感知与协同挖掘的下一购物篮推荐方法[J]. 武汉大学学报(理学版) (北大核心中文期刊). 2021.

视频分析与行为理解论文：

• Dual Multi-Scale GCN with Deformable Temporal Kernel for Skeleton-based Action Recognition[C]. The 50th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP (CCF B类会议). 2025. 
• Self-constructing Temporal Excitation Graph for Skeleton-based Action Recognition[J]. IEEE Sensors Journal (SCI 2区期刊). 2023.

基于Agent的动态演化论文：

• Collaboration strategy for software dynamic evolution of Multi-Agent System[J]. Journal of Central Sourth University (SCI 2区期刊). 2015.
• Event-based evolution mechanism in dynamic environment for multi-agent system[C]. International Conference on Natural Computation (CCF C会议). 2014
• Adaptive mechanism based on shared learning in Multi-Agent System[C]. International Conference on Intelligent Information Processing. 2014.
• Semantic-based dynamic positioning mechanism for problem solving in multi-agent systems[J]. Journal of Central Sourth University (SCI 2区期刊). 2014.
• 基于Agent的在线演化机制及其支撑环境[J]. 中国计算机学会通讯. 2014.
• An Agent-based Logic Desc[ant]ription Language for Dynamic Evolution[C]. World Congress on Software Engineering. 2012.

元搜索论文：

• 基于Agent的智能化元搜索引擎个性化机制[J]. 中国科学: 信息科学 (CCF T1级中文期刊). 2014.
• An Agent Based Intelligent meta Search Engine[C]. Inteinational Conference on Web Information Systems and Mining (WISM). 2012.

临床决策支持系统（Clinical Decision Support System, CDSS）论文：

• Knowledge reasoning model to support clinical decision making[C]. International Conference on Information Technology in Bio- and Medical Informatics (ITBAM). 2014.
• Method for knowledge acquisition and decision-making process analysis in clinical decision support system[C]. International Conference on Information Technology in Bio- and Medical Informatics (ITBAM). 2014.
• An AHP-based assessment model for clinical diagnosis and decision[C]. International Conference on Artificial Intelligence and Computational Intelligence (AICI). 2012.
• An improved decision tree algorithm using rough set theory in clinical decision support system[C]. International Conference on Artificial Intelligence and Computational Intelligence (AICI). 2012.
• An Intelligent Knowledge Retrieval Framework for Clinical Diagnosis and Treatment in CDSS[C]. International Conference on Artificial Intelligence and Computational Intelligence (AICI). 2012.

[1] 一种基于图模型的深度学习推荐系统及其方法，发明专利，已授权

[2] 基于学习需求感知的深度学习知识点推荐方法及其装置，发明专利，已授权

[3] 一种基于视觉大模型的UI组件分析方法及其装置，发明专利，已授权