| 2025 | ECAI | Multi-Hop Contrastive Learning with Feature Augmentation for Node Classification. | Xuxia Zeng, Guangquan Lu, Cuifang Zou, Shilong Lin, Longqing Du, Shichao Zhang |
| 2025 | IJCAI | Interaction-Data-guided Conditional Instrumental Variables for Debiasing Recommender Systems. | Zhirong Huang, Debo Cheng, Lin Liu, Jiuyong Li, Guangquan Lu, Shichao Zhang |
| 2025 | IJCAI | Enhanced Graph Similarity Learning via Adaptive Multi-scale Feature Fusion. | Cuifang Zou, Guangquan Lu, Wenzhen Zhang, Xuxia Zeng, Shilong Lin, Longqing Du, Shichao Zhang |
| 2025 | WWW | Hyper-Relational Knowledge Representation Learning with Multi-Hypergraph Disentanglement. | Jiecheng Li, Xudong Luo, Guangquan Lu, Shichao Zhang |
| 2024 | COCOON | GraphDHV: Graph Neural Network with Dual Hybrid View on Imbalanced Node Classification. | Longqing Du, Guangquan Lu, Yadan Han, Zhiping Luo, Guoqiu Wen, Liang Zhang, Wanxin Chen, Shichao Zhang |
| 2023 | KSEM | Hyperplane Knowledge Graph Embedding with Path Neighborhoods and Mapping Properties. | Yadan Han, Guangquan Lu, Jiecheng Li, Fuqing Ling, Wanxi Chen, Liang Zhang |
| 2022 | ADMA | Multi-View Gated Graph Convolutional Network for Aspect-Level Sentiment Classification. | Lijuan Wu, Guixian Zhang, Zhi Lei, Zhirong Huang, Guangquan Lu |
| 2022 | APWEB | One-Stage Deep Channels Attention Network for Remote Sensing Images Object Detection. | Jinyun Tang, Wenzhen Zhang, Guixian Zhang, Rongjiao Liang, Guangquan Lu |
| 2022 | ICANN | Personalized Headline Generation with Enhanced User Interest Perception. | Kui Zhang, Guangquan Lu, Guixian Zhang, Zhi Lei, Lijuan Wu |
| 2022 | ICPR | Multi-View Graph Autoencoder for Unsupervised Graph Representation Learning. | Jingci Li, Guangquan Lu, Zhengtian Wu |
| 2022 | PRICAI | A Self-supervised Graph Autoencoder with Barlow Twins. | Jingci Li, Guangquan Lu, Jiecheng Li |
| 2021 | ADC | Semi-supervised Feature Selection Based on Cost-Sensitive and Structural Information. | Yiling Tao, Guangquan Lu, Chaoqun Ma, Zidong Su, Zehui Hu |
| 2021 | ADMA | Entity Relations Based Pointer-Generator Network for Abstractive Text Summarization. | Tiancheng Huang, Guangquan Lu, Zexin Li, Jiagang Song, Lijuan Wu |
| 2021 | ADMA | Balanced Spectral Clustering Algorithm Based on Feature Selection. | Qimin Luo, Guangquan Lu, Guoqiu Wen, Zidong Su, Xingyi Liu, Jian Wei |
| 2020 | ADMA | DGRL: Text Classification with Deep Graph Residual Learning. | Boyan Chen, Guangquan Lu, Bo Peng, Wenzhen Zhang |
| 2014 | ADMA | Difference Factor' KNN Collaborative Filtering Recommendation Algorithm. | Wenzhong Liang, Guangquan Lu, Xiaoyu Ji, Jian Li, Dingrong Yuan |