部分代表性论文，完整论文列表（Quanlong Guan - Google 学术搜索）：
[1] Explainable exercise recommendation with knowledge graph，Neural Networks，2025 (SCI，中科院一区Top期刊)
[3] Signed graph embedding via multi-order neighborhood feature fusion and contrastive learning，Neural Networks，2025 (SCI，中科院一区Top期刊)
[4] Can AI support human grading? Examining machine attention and confidence in short answer scoring，，Computers & Education，2025 (SCI 中科院一区Top期刊)
[5] Generating Privacy-preserving Educational Data Records with Diffusion Model，WWW，2024（CCF A Top会议）
[6] Hybrid Transfer and Self-Supervised Learning Approaches in Neural Networks for Intelligent Vehicle Intrusion Detection and Analysis，IEEE Internet of Things Journal，2024 (SCI 中科院一区Top期刊)
[7] Reason-and-execute prompting: Enhancing multi-modal large language models for solving geometry questions，Proceedings of the 32nd ACM International Conference on Multimedia，2024(CCF A类Top会议)
[8] On the logic of theory change iteration of KM-update, revised，IJCAI，2024 (CCF A类Top会议)
[9] A multi-valued decision diagram-based approach to constrained optimal path problems over directed acyclic graphs，IJCAI，2024 (CCF A类Top会议)
[10] Boost Social Recommendation via Adaptive Denoising Network, ACM Web Conference(WWW),2024（CCF A Top会议）
[11] Reason-and-execute prompting: Enhancing multi-modal large language models for solving geometry questions，Proceedings of the 32nd ACM International Conference on Multimedia，2024 (CCF A类Top会议)
[13] Phase combination for reliability analysis of dynamic k-out-of-n Phase-AND mission systems，Reliability Engineering & System Safety，2025 (SCI，中科院一区Top期刊)
[14] Detecting communities with multiple topics in attributed networks via self-supervised adaptive graph convolutional network,Information Fusion,2024 (SCI，中科院一区Top期刊，14.7)。
[15] A Retrospect to Multi-prompt Learning across Vision and Language，ICCV，2023，（CCF A类，人工智能Top会议）。
[16] Unveiling the Tapestry of Automated Essay Scoring: A Comprehensive Investigation of Accuracy, Fairness, and Generalizability，AAAI，2024，（CCF A类，人工智能Top会议）。
[17] Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach，AAAI，2024，（CCF A类，人工智能Top会议）。
[18] Face2nodes: learning facial expression representations with relation-aware dynamic graph convolution networks，Information Sciences，2023(SCI，中科院一区Top期刊)。
[19] On the role of logical separability in knowledge compilation，Artificial Intelligence，2024，(CCF A类Top，人工智能顶刊）。
[20] Efficient performability analysis of dynamic multi-state k-out-of-n: G systems. Reliability Engineering & System Safety, 2023 (SCI，中科院一区Top期刊)
[21] Phase reduction for efficient reliability analysis of dynamic k-out-of-n phased mission systems. Reliability Engineering & System Safety , 2023,(SCI，中科院一区Top)
[22] Reliability analysis of dynamic voting phased-mission systems. Reliability Engineering & System Safety2023,(SCI，中科院一区Top期刊)
[23] Generalizable Automatic Short Answer Scoring via~Prototypical Neural Network. AIED 2023,教育与人工智能交叉顶级会议, 2023
[24] Knowledge Compilation Meets Logical Separability,AAAI,2022. (CCF A类Top会议，人工智能顶级会议）
[25] Molecular substructure graph attention network for molecular property identification in drug discovery, Pattern Recognition,2022. (SCI，中科院一区Top期刊)
[26] LDGC-SR: Integrating long-range dependencies and global context information for session-based recommendation, Knowledge-Based Systems, 2022. (SCI，中科院一区Top期刊)
[27] Reliability Analysis of Smart Home Sensor Systems Subject to Competing Failures, Reliability Engineering & System Safety, 108327，2022, （SCI，中科院一区Top期刊）
[28] A Fast and Accurate Reliability Approximation Method for Heterogeneous Cold Standby Sparing Systems, Reliability Engineering & System Safety ，2021, （SCI，中科院一区Top期刊）
[29] Generalized Linear Integer Numeric Planning, ICAPS, 2022 (CCF B类会议）
[30] Cognitive Diagnosis Focusing on Knowledge Concepts.Proceedings of the 31st ACM International Conference on Information & Knowledge Management , ACM CIKM,信息检索和数据挖掘领域顶级会议，2022
[31] Is the Latest the Greatest? A Comparative Study of Automatic Approaches for Classifying Educational Forum Posts.IEEE Transactions on Learning Technologies , 智慧教育顶级期刊，2022: 1--14（SCI，中科院二区期刊）
[32] Dynamic minimization of bi-kronecker functional decision diagrams,Proceedings of the 39th International Conference on Computer-Aided Design, ICCAD，2020，（CCF B类会议）
[33] Knowledge Tracing Model with Learning and Forgetting Behavior. Proceedings of the 31st ACM International Conference on Information & Knowledge Management , ACM CIKM, 信息检索和数据挖掘领域顶级会议，2022
[34] Students’experience of online learning during the COVID‐19 pandemic: A province‐wide survey study, British Journal of Educational Technology 52 (5), 2038-2057，2021. （教育与计算机交叉Top期刊，高被引论文）
[35] A large-scale study of Android malware development phenomenon on public malware submission and scanning platform. IEEE Transactions on Big Data,2021（SCI，中科院二区期刊）
[36] A Deep Conditional Generative Approach for Constrained Community Detection,CIKM 2023, (CCF B，数据挖掘与检索顶级会议）
[37] Kg4ex: An explainable knowledge graph-based approach for exercise recommendation，CIKM 2023, (CCF B，数据挖掘与检索顶级会议）
[38] Phase reduction for efficient reliability analysis of dynamic k-out-of-n phased mission systems，Reliability Engineering & System Safety，2023（SCI，中科院一区Top期刊）
[39] Generating Privacy-preserving Educational Data Records with Diffusion Model，WWW，2024（CCF A Top会议）
[41] Exact Computation of Network Reliability with Sentential Decision Diagrams，IEEE 35th International Symposium on Software Reliability Engineering (ISSRE)，2024（CCF B类会议）
[42] Vsrq: Quantitative assessment method for safety risk of vehicle intelligent connected system，IEEE Transactions on Vehicular Technology，2024（SCI，中科院二区Top期刊）
[43] Generalized Strategy Synthesis of Infinite-state Impartial Combinatorial Games via Exact Binary Classification，Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems，2024 （CCF B类会议，人工智能）
[44] Reproducible Vision-Language Models Meet Concepts Out of Pre-Training，CVPR，2025 （CCF A类Top会议，人工智能，Accepted）
[45] Task Offloading Based on the Fusion of Model- and Data-Driven Intelligence for Vehicular Edge Computing Networks，IEEE Transactions on Intelligent Transportation Systems，2025 （SCI，中科院一区Top期刊，Accepted）