Lei Guo

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 43

Top Topics

Item Recommendation

Social Recommendation

Matrix Factorization

Social Networks

Top Venues

ACM Trans. Inf. Syst.

Publications

Lei Guo, Hao Liu, Lei Zhu, Weili Guan, Zhiyong Cheng
DA-DAN: A Dual Adversarial Domain Adaption Network for Unsupervised Non-overlapping Cross-domain Recommendation. ACM Trans. Inf. Syst. 42 (2) (2024)
Lei Guo, Ziang Lu, Junliang Yu, Nguyen Quoc Viet Hung, Hongzhi Yin
Prompt-enhanced Federated Content Representation Learning for Cross-domain Recommendation. CoRR (2024)
Qiuling Liu, Lei Guo, Yiping Sun, Linlin Ren, Xinhua Wang, Xiaohui Han
Do scholars' collaborative tendencies impact the quality of their publications? A generalized propensity score matching analysis. J. Informetrics 18 (1) (2024)
Liancheng Xu, Lihua Guo, Xiaoqi Wu, Xinhua Wang, Lei Guo
Knowledge Tracing with Contrastive Learning and Attention-Based Long Short-Term Memory Network. ICIC (4) (2024)
Chaoran Cui, Jian Zong, Yuling Ma, Xinhua Wang, Lei Guo, Meng Chen, Yilong Yin
Tri-Branch Convolutional Neural Networks for Top-k Focused Academic Performance Prediction. IEEE Trans. Neural Networks Learn. Syst. 35 (1) (2024)
Lei Guo, Jinyu Zhang, Li Tang, Tong Chen, Lei Zhu, Hongzhi Yin
Time Interval-Enhanced Graph Neural Network for Shared-Account Cross-Domain Sequential Recommendation. IEEE Trans. Neural Networks Learn. Syst. 35 (3) (2024)
Hao Liu, Lei Guo, Lei Zhu, Yongqiang Jiang, Min Gao, Hongzhi Yin
MCRPL: A Pretrain, Prompt, and Fine-tune Paradigm for Non-overlapping Many-to-one Cross-domain Recommendation. ACM Trans. Inf. Syst. 42 (4) (2024)
Bowen Hao, Chaoqun Yang, Lei Guo, Junliang Yu, Hongzhi Yin
Motif-based Prompt Learning for Universal Cross-domain Recommendation. WSDM (2024)
Lei Guo, Ziang Lu, Junliang Yu, Quoc Viet Hung Nguyen, Hongzhi Yin
Prompt-enhanced Federated Content Representation Learning for Cross-domain Recommendation. WWW (2024)
Xinhua Wang, Linzhao Jia, Lei Guo, Fangai Liu
Multi-aspect heterogeneous information network for MOOC knowledge concept recommendation. Appl. Intell. 53 (10) (2023)
Tengshuo Song, Feng Guo, Haoran Jiang, Wenyun Ma, Zhenbao Feng, Lei Guo
HGAT-BR: Hyperedge-based graph attention network for basket recommendation. Appl. Intell. 53 (2) (2023)
Lei Guo, Jinyu Zhang, Tong Chen, Xinhua Wang, Hongzhi Yin
Reinforcement Learning-Enhanced Shared-Account Cross-Domain Sequential Recommendation. IEEE Trans. Knowl. Data Eng. 35 (7) (2023)
Lei Guo, Chunxiao Wang, Xinhua Wang, Lei Zhu, Hongzhi Yin
Automated Prompting for Non-overlapping Cross-domain Sequential Recommendation. CoRR (2023)
Jinyu Zhang, Huichuan Duan, Lei Guo, Liancheng Xu, Xinhua Wang
Towards Lightweight Cross-domain Sequential Recommendation via External Attention-enhanced Graph Convolution Network. CoRR (2023)
Bowen Hao, Chaoqun Yang, Lei Guo, Junliang Yu, Hongzhi Yin
Motif-Based Prompt Learning for Universal Cross-Domain Recommendation. CoRR (2023)
Xinhua Wang, Shasha Zhao, Lei Guo, Lei Zhu, Chaoran Cui, Liancheng Xu
GraphCA: Learning from Graph Counterfactual Augmentation for Knowledge Tracing. IEEE CAA J. Autom. Sinica 10 (11) (2023)
Jinyu Zhang, Huichuan Duan, Lei Guo, Liancheng Xu, Xinhua Wang
Towards Lightweight Cross-Domain Sequential Recommendation via External Attention-Enhanced Graph Convolution Network. DASFAA (2) (2023)
Lei Guo, Jinyu Zhang, Li Tang, Tong Chen, Lei Zhu, Hongzhi Yin
Time Interval-enhanced Graph Neural Network for Shared-account Cross-domain Sequential Recommendation. CoRR (2022)
Xinhua Wang, Wenyun Ma, Lei Guo, Haoran Jiang, Fangai Liu, Changdi Xu
HGNN: Hyperedge-based graph neural network for MOOC Course Recommendation. Inf. Process. Manag. 59 (3) (2022)
Lei Guo, Jinyu Zhang, Tong Chen, Xinhua Wang, Hongzhi Yin
Reinforcement Learning-enhanced Shared-account Cross-domain Sequential Recommendation. CoRR (2022)
Lei Guo, Hongzhi Yin, Tong Chen, Xiangliang Zhang, Kai Zheng
Hierarchical Hyperedge Embedding-Based Representation Learning for Group Recommendation. ACM Trans. Inf. Syst. 40 (1) (2022)
Liancheng Xu, Guangchao Wang, Lei Guo, Xinhua Wang
Long- and Short-term Attention Network for Knowledge Tracing. IJCNN (2022)
Hongfei Guo, Xiaomei Yu, Xinhua Wang, Lei Guo, Liancheng Xu, Ran Lu
Discovering Knowledge-Point Importance From the Learning-Evaluation Data. Int. J. Distance Educ. Technol. 20 (1) (2022)
Lei Guo, Hongzhi Yin, Tong Chen, Xiangliang Zhang, Kai Zheng
Hierarchical Hyperedge Embedding-based Representation Learning for Group Recommendation. CoRR (2021)
Lei Guo, Li Tang, Tong Chen, Lei Zhu, Quoc Viet Hung Nguyen, Hongzhi Yin
DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation. IJCAI (2021)
Lei Guo, Li Tang, Tong Chen, Lei Zhu, Quoc Viet Hung Nguyen, Hongzhi Yin
DA-GCN: A Domain-aware Attentive Graph Convolution Network for Shared-account Cross-domain Sequential Recommendation. CoRR (2021)
Chaoran Cui, Jian Zong, Yuling Ma, Xinhua Wang, Lei Guo, Meng Chen, Yilong Yin
Tri-Branch Convolutional Neural Networks for Top-$k$ Focused Academic Performance Prediction. CoRR (2021)
Xinhua Wang, Yuchen Wang, Lei Guo, Liancheng Xu, Baozhong Gao, Fangai Liu, Wei Li
Exploring Clustering-Based Reinforcement Learning for Personalized Book Recommendation in Digital Library. Inf. 12 (5) (2021)
Lei Guo, Yu Han, Haoran Jiang, Xinxin Yang, Xinhua Wang, Xiyu Liu
Learning to Make Document Context-Aware Recommendation with Joint Convolutional Matrix Factorization. Complex. 2020 (2020)
Lei Guo, Hongzhi Yin, Qinyong Wang, Bin Cui, Zi Huang, Lizhen Cui
Group Recommendation with Latent Voting Mechanism. ICDE (2020)
Xinhua Wang, Xuemeng Yu, Lei Guo, Fangai Liu, Liancheng Xu
Student Performance Prediction with Short-Term Sequential Campus Behaviors. Inf. 11 (4) (2020)
Lei Guo, Hongzhi Yin, Qinyong Wang, Tong Chen, Alexander Zhou, Nguyen Quoc Viet Hung
Streaming Session-based Recommendation. KDD (2019)
Xinhua Wang, Peng Yin, Yukai Gao, Lei Guo
A Dynamic Recommender System with Fused Time and Location Factors. J. Adv. Comput. Intell. Intell. Informatics 23 (1) (2019)
Lei Guo, Yufei Wen, Fangai Liu
Location perspective-based neighborhood-aware POI recommendation in location-based social networks. Soft Comput. 23 (22) (2019)
Lei Guo, Haoran Jiang, Xiyu Liu, Changming Xing
Network Embedding-Aware Point-of-Interest Recommendation in Location-Based Social Networks. Complex. 2019 (2019)
Xinhua Wang, Xinxin Yang, Lei Guo, Yu Han, Fangai Liu, Baozhong Gao
Exploiting Social Review-Enhanced Convolutional Matrix Factorization for Social Recommendation. IEEE Access 7 (2019)
Zhenjiao Liu, Xinhua Wang, Tianlai Li, Lei Guo
Personalized Recommendation Based on Contextual Awareness and Tensor Decomposition. J. Electron. Commer. Organ. 16 (3) (2018)
Yufei Wen, Lei Guo, Zhumin Chen, Jun Ma
Network Embedding Based Recommendation Method in Social Networks. WWW (Companion Volume) (2018)
Lei Guo, Yufei Wen, Xinhua Wang
Exploiting Pre-Trained Network Embeddings for Recommendations in Social Networks. J. Comput. Sci. Technol. 33 (4) (2018)
Lei Guo, Haoran Jiang, Xinhua Wang
Location Regularization-Based POI Recommendation in Location-Based Social Networks. Inf. 9 (4) (2018)
Qiang Gao, Xinhua Wang, Lei Guo
Interest-based Modeling Based on Group Wisdom and Its Application in Recommendation Algorithms. ICSAI (2018)
Xueqin Sui, Zhumin Chen, Lei Guo, Kai Wu, Jun Ma, Guanghui Wang
Social media as sensor in real world: movement trajectory detection with microblog. Soft Comput. 21 (3) (2017)
Lei Guo, Haoran Jiang, Xinhua Wang, Fangai Liu
Learning to Recommend Point-of-Interest with the Weighted Bayesian Personalized Ranking Method in LBSNs. Inf. 8 (1) (2017)
Lei Guo, Jun Ma, Haoran Jiang, Zhumin Chen, Chang-Ming Xing
Social Trust Aware Item Recommendation for Implicit Feedback. J. Comput. Sci. Technol. 30 (5) (2015)
Lei Guo, Jun Ma, Zhumin Chen, Huan Zhong
Learning to recommend with social contextual information from implicit feedback. Soft Comput. 19 (5) (2015)
Di Wang, Jun Ma, Tao Lian, Lei Guo
Recommendation based on weighted social trusts and item relationships. SAC (2014)
Lei Guo, Jun Ma, Zhumin Chen
Learning to recommend with multi-faceted trust in social networks. WWW (Companion Volume) (2013)
Lei Guo, Jun Ma, Zhumin Chen, Haoran Jiang
Learning to recommend with social relation ensemble. CIKM (2012)