| 2026 | AAAI | HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion. | Di Wang, Junping Du, Zhe Xue, Meiyu Liang, Guanhua Ye, Yingxia Shao, Haisheng Li |
| 2026 | AAAI | Rethink Representation Learning for Questionnaire Data. | Guanhua Ye, Jifeng He, Yan Li, Junping Du, Zhe Xue, Yingxia Shao, Meiyu Liang, Yawen Li |
| 2026 | AAAI | ST-VLM: A Spatial-to-Image Multimodal Spatial-Temporal Prediction Framework with Vision-Language Model. | Tong Zhao, Junping Du, Zhe Xue, Meiyu Liang, Aijing Li, Xiaolong Meng, Dandan Liu |
| 2026 | WWW | Multi-Granularity Multi-Modal Knowledge Graph Representation Learning via Subgraph-Aware Adaptive Fusion and Hierarchical Relation Modeling. | Peining Li, Meiyu Liang, Wei Huang, Junping Du, Zhe Xue, Guanhua Ye, Wu Liu, Lei Shi |
| 2025 | AAAI | Incomplete Multi-View Multi-Label Classification via Diffusion-Guided Redundancy Removal. | Shilong Ou, Zhe Xue, Lixiong Qin, Yawen Li, Meiyu Liang, Junjiang Wu, Xuyun Zhang, Amin Beheshti, Yuankai Qi |
| 2025 | ADC | Continual Multimodal Knowledge Graph Learning via Adaptive Replay and Topology Distillation. | Jiawei Guo, Junping Du, Meiyu Liang, Zhe Xue |
| 2025 | CVPR | Medusa: A Multi-Scale High-order Contrastive Dual-Diffusion Approach for Multi-View Clustering. | Liang Chen, Zhe Xue, Yawen Li, Meiyu Liang, Yan Wang, Anton van den Hengel, Yuankai Qi |
| 2024 | AAAI | Self-Supervised Multi-Modal Knowledge Graph Contrastive Hashing for Cross-Modal Search. | Meiyu Liang, Junping Du, Zhengyang Liang, Yongwang Xing, Wei Huang, Zhe Xue |
| 2024 | AAAI | Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction. | Kangkang Lu, Yanhua Yu, Hao Fei, Xuan Li, Zixuan Yang, Zirui Guo, Meiyu Liang, Mengran Yin, Tat-Seng Chua |
| 2024 | CVPR | View-Category Interactive Sharing Transformer for Incomplete Multi-View Multi-Label Learning. | Shilong Ou, Zhe Xue, Yawen Li, Meiyu Liang, Yuanqiang Cai, Junjiang Wu |
| 2024 | ICDE | Unsupervised Multimodal Graph Contrastive Semantic Anchor Space Dynamic Knowledge Distillation Network for Cross-Media Hash Retrieval. | Yang Yu, Meiyu Liang, Mengran Yin, Kangkang Lu, Junping Du, Zhe Xue |
| 2024 | ICDE | Knowledge Graph Enhanced Multimodal Transformer for Image-Text Retrieval. | Juncheng Zheng, Meiyu Liang, Yang Yu, Yawen Li, Zhe Xue |
| 2023 | ICDE | Video Super-Resolution Reconstruction Based on Deep Learning and Spatio-Temporal Feature Self-similarity (Extended abstract). | Meiyu Liang, Junping Du, Linghui Li, Zhe Xue, Xiaoxiao Wang, Feifei Kou, Xu Wang |