部分代表性论文如下：
会议
1. Xu Jinda, Yuhao Song, Daming Wang, weiwei Zhao, Minghua Chen, Kangliang Chen, Qinya Li*; Quality over Quantity: Boosting Data Efficiency through Ensembled Multimodal Data Curation, AAAI 2025. (CCF-A) (通讯作者)
2. Zhuomin He, Yizhen Yao, Pengfei Zuo, Bin Gao, Qinya Li*, Zhenzhe Zheng, Fan Wu; AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference, AAAI 2025. (CCF-A) (通讯作者)
3. Qinya Li; Zhenzhe Zheng; Fan Wu; Guhai Chen ; Generative Adversarial Networks-based Privacy-Preserving 3D Reconstruction, 2020 IEEE/ACM 28th International Symposium on Quality of Service (IWQoS), Online, 2020-6-15至2020-6-17 (CCF-B)
4. Qinya Li; Fan Wu; Guhai Chen ; ImgPricing: Everyone Can Earn Proper Rewards by Simply Taking Photos, 2018 IEEE/ACM 26th International Symposium on Quality of Service (IWQoS), Banff, AB, Canada, 2018-6-4至2018-6-6 (CCF-B)
5. Rui Xing, Zhenzhe Zheng, Qinya Li, Fan Wu, and Guihai Chen. "Distributed Model Interpretation for Vertical Federated Learning with Feature Discrepancy." in IEEE/ACM International Symposium on Quality of Service (IWQoS). 2023. (CCF-B)
6. Songli Zhang; Zhenzhe Zheng; Qinya Li; Fan Wu; Guihai Chen. Mobility-Aware Device Sampling for Statistical Heterogeneity in Hierarchical Federated Learning, in 2024 IEEE 44th International Conference on Distributed Computing Systems (ICDCS). (CCF-B)
期刊：
1. Qinya Li; Fan Wu; Guhai Chen; An Efficient, Fair, and Robust Image Pricing Mechanism for Crowdsourced 3D Reconstruction, IEEE Transactions on Services Computing (TSC), 2022, 15(1): 498- 512. (CCF-A)
2. Qinya Li; Zun Li; Zhenzhe Zheng; Fan Wu; Shaojie Tang; Zhao Zhang; Guihai Chen ; Capitalize Your Data: Optimal Selling Mechanisms for IoT Data Exchange, IEEE Transactions on Mobile Computing (TMC), 2023, 22(4): 1988-2000. (CCF-A)
3. Zewei Xin, Qinya Li*, Bowen Sheng, Fan Wu, Guihai Chen; Scale-Shift Attention in Polarization Domain for Fine-Grained Classification of Satellite ISAR Images, to accepted by IEEE Transactions on Multimedia (TMM). (CCF-B, SCI一区Top) (通讯作者)
4. 李沁雅; 吴帆; 陈贵海 ; 众包全景拼接系统下基于图像质量的酬劳分配策略, 计算机学报, 2021, 44(6): 1246-1257 (CCF-A)
5. Anran Xu, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen. “ VAP: Online Data Valuation and Pricing for Machine Learning Models in Mobile Health”, IEEE Transactions on Mobile Computing，vol.23, no.5, pp.5966-5983. (CCF-A)
6. Fang Dong, Xinghua Ge, Qinya Li, Jinghui Zhang, Dian Shen, Siqi Liu, Xiao Liu, Gang Li, Fan Wu, Junzhou Luo. “PADP-FedMeta: A personalized and adaptive differentially private federated meta learning mechanism for AIoT.” Journal of Systems Architecture, vol. 134, pp.102754. (CCF-B)