| 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 | AAAI | Reinforcement Active Client Selection for Federated Heterogeneous Graph Learning. | Jia Wang, Yawen Li, Yingxia Shao, Zhe Xue, Zeli Guan, Ang Li, Guanhua Ye |
| 2025 | AAAI | Generating Synthetic Data for Unsupervised Federated Learning of Cross-Modal Retrieval. | Tianlong Zhang, Zhe Xue, Adnan Mahmood, Junping Du, Yuchen Dong, Shilong Ou, Lang Feng, Ming-Hsuan Yang, Yuankai Qi |
| 2025 | ADC | Continual Multimodal Knowledge Graph Learning via Adaptive Replay and Topology Distillation. | Jiawei Guo, Junping Du, Meiyu Liang, Zhe Xue |
| 2025 | ADC | Federated Learning for Computing Power Network: A Latency Optimization Scheduling Framework Based on Deep Reinforcement Learning. | Zhonghui Ma, Junping Du, Zhe Xue, Guanhua Ye, Yingxia Shao |
| 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 |
| 2025 | WWW | Horizontal Federated Heterogeneous Graph Learning: A Multi-Scale Adaptive Solution to Data Distribution Challenges. | Jia Wang, Yawen Li, Zhe Xue, Yingxia Shao, Zeli Guan, Wenling Li |
| 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 | Efficient Asynchronous Federated Learning with Prospective Momentum Aggregation and Fine-Grained Correction. | Yu Zang, Zhe Xue, Shilong Ou, Lingyang Chu, Junping Du, Yunfei Long |
| 2024 | APWEB | Byzantine-Robust Aggregation for Federated Learning with Reinforcement Learning. | Sizheng Yan, Junping Du, Zhe Xue, Ang Li |
| 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 |
| 2023 | ICML | All in a Row: Compressed Convolution Networks for Graphs. | Junshu Sun, Shuhui Wang, Xinzhe Han, Zhe Xue, Qingming Huang |
| 2021 | IJCAI | Clustering-Induced Adaptive Structure Enhancing Network for Incomplete Multi-View Data. | Zhe Xue, Junping Du, Changwei Zheng, Jie Song, Wenqi Ren, MeiYu Liang |
| 2019 | IJCAI | Deep Correlated Predictive Subspace Learning for Incomplete Multi-View Semi-Supervised Classification. | Zhe Xue, Junping Du, Dawei Du, Wenqi Ren, Siwei Lyu |
| 2016 | AAAI | Joint Multi-View Representation Learning and Image Tagging. | Zhe Xue, Guorong Li, Qingming Huang |