| 2025 | AAAI | AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference. | Zhuomin He, Yizhen Yao, Pengfei Zuo, Bin Gao, Qinya Li, Zhenzhe Zheng, Fan Wu |
| 2025 | AAAI | Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation. | Jinda Xu, Yuhao Song, Daming Wang, Weiwei Zhao, Minghua Chen, Kangliang Chen, Qinya Li |
| 2025 | ICCV | Adaptive Routing of Text-to-Image Generation Requests between Large Cloud Model and Light-Weight Edge Model. | Zewei Xin, Qinya Li, Chaoyue Niu, Fan Wu, Guihai Chen |
| 2025 | ICDCS | Distributed DNN-based Video Analytics with Adaptive Multi-Device Collaboration. | Zhihao Xu, Maozhe Zhao, Qinya Li, Shengzhong Liu, Fan Wu, Guihai Chen |
| 2024 | APWEB | GIPUT: Maximizing Photo Coverage Efficiency for UAV Trajectory. | Shaoting Feng, Qinya Li, Yaodong Yang, Fan Wu, Guihai Chen |
| 2024 | ICDCS | Mobility-Aware Device Sampling for Statistical Heterogeneity in Hierarchical Federated Learning. | Songli Zhang, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen |
| 2023 | IWQoS | Distributed Model Interpretation for Vertical Federated Learning with Feature Discrepancy. | Rui Xing, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen |
| 2022 | ISPA | A Comprehensive Study on Personalized Federated Learning with Non-IID Data. | Menghang Yu, Zhenzhe Zheng, Qinya Li, Fan Wu, Jiaqi Zheng |
| 2020 | IWQoS | Generative Adversarial Networks-based Privacy-Preserving 3D Reconstruction. | Qinya Li, Zhenzhe Zheng, Fan Wu, Guihai Chen |
| 2019 | PRICAI | A Strategy-Proof Model-Based Online Auction for Ad Reservation. | Qinya Li, Fan Wu, Guihai Chen |
| 2018 | IWQoS | ImgPricing: Everyone Can Earn Proper Rewards by Simply Taking Photos. | Qinya Li, Fan Wu, Guihai Chen |