| 2026 | ACL | LightMoE: Task-Aware Expert Availability Management for Memory-Efficient MoE-LLM Inference. | Puhan Luo, Yunhao Yao, Junyang Wang, Junyang Zhang, Xiangyang Li |
| 2026 | ICDE | TopFGL: A Topology-Aware and Distributionagnostic Federated Learning Framework Tackling Topological Heterogeneity on Graph Data. | Junyang Wang, Lan Zhang, Yihang Cheng, Mu Yuan, Tian Wang, Zhihui Fu, Jun Wang |
| 2025 | ACL | RemoteRAG: A Privacy-Preserving LLM Cloud RAG Service. | Yihang Cheng, Lan Zhang, Junyang Wang, Mu Yuan, Yunhao Yao |
| 2024 | COMPSAC | Trans3-Vision: Transfer Learning Based Transformer for Transparent Object Segmentation with Grounded-ID2. | Junyang Wang |
| 2024 | ICDE | FedMix: Boosting with Data Mixture for Vertical Federated Learning. | Yihang Cheng, Lan Zhang, Junyang Wang, Xiaokai Chu, Dongbo Huang, Lan Xu |
| 2024 | INFOCOM | GraphProxy: Communication-Efficient Federated Graph Learning with Adaptive Proxy. | Junyang Wang, Lan Zhang, Junhao Wang, Mu Yuan, Yihang Cheng, Qian Xu, Bo Yu |
| 2023 | ICCV | Improved Visual Fine-tuning with Natural Language Supervision. | Junyang Wang, Yuanhong Xu, Juhua Hu, Ming Yan, Jitao Sang, Qi Qian |
| 2023 | ICDE | ENLD: Efficient Noisy Label Detection for Incremental Datasets in Data Lake. | Xuanke You, Lan Zhang, Junyang Wang, Zhimin Bao, Yunfei Wu, Shuaishuai Dong |
| 2023 | IJCAI | From Association to Generation: Text-only Captioning by Unsupervised Cross-modal Mapping. | Junyang Wang, Ming Yan, Yi Zhang, Jitao Sang |