Qinya Li

According to our database, Qinya Li authored at least 19 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Federated multi-task learning with cross-device heterogeneous task subsets.

Zewei Xin, Qinya Li, Chaoyue Niu, Fan Wu, Guihai Chen

J. Parallel Distributed Comput., 2025

MI-VFL: Feature discrepancy-aware distributed model interpretation for vertical federated learning.

Rui Xing, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen

Comput. Networks, 2025

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

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference.

Zhuomin He, Yizhen Yao, Pengfei Zuo, Bin Gao, Qinya Li, Zhenzhe Zheng, Fan Wu

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

SemiCMT: Contrastive Cross-Modal Knowledge Transfer for IoT Sensing with Semi-Paired Multi-Modal Signals.

Yatong Chen, Chenzhi Hu, Tomoyoshi Kimura, Qinya Li, Shengzhong Liu, Fan Wu, Guihai Chen

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., November, 2024

VAP: Online Data Valuation and Pricing for Machine Learning Models in Mobile Health.

Anran Xu, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen

IEEE Trans. Mob. Comput., May, 2024

Federated Optimization Under Intermittent Client Availability.

Yikai Yan, Chaoyue Niu, Yucheng Ding, Zhenzhe Zheng, Shaojie Tang, Qinya Li, Fan Wu, Chengfei Lyu, Yanghe Feng, Guihai Chen

INFORMS J. Comput., 2024

Edge-Cloud Routing for Text-to-Image Model with Token-Level Multi-Metric Prediction.

Zewei Xin, Qinya Li, Chaoyue Niu, Fan Wu

CoRR, 2024

Mobility-Aware Device Sampling for Statistical Heterogeneity in Hierarchical Federated Learning.

Songli Zhang, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen

Proceedings of the 44th IEEE International Conference on Distributed Computing Systems, 2024

GIPUT: Maximizing Photo Coverage Efficiency for UAV Trajectory.

Shaoting Feng, Qinya Li, Yaodong Yang, Fan Wu, Guihai Chen

Proceedings of the Web and Big Data - 8th International Joint Conference, 2024

2023

Capitalize Your Data: Optimal Selling Mechanisms for IoT Data Exchange.

Qinya Li, Zun Li, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Zhao Zhang, Guihai Chen

IEEE Trans. Mob. Comput., April, 2023

PADP-FedMeta: A personalized and adaptive differentially private federated meta learning mechanism for AIoT.

Fang Dong, Xinghua Ge, Qinya Li, Jinghui Zhang, Dian Shen, Siqi Liu, Xiao Liu, Gang Li, Fan Wu, Junzhou Luo

J. Syst. Archit., 2023

Distributed Model Interpretation for Vertical Federated Learning with Feature Discrepancy.

Rui Xing, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen

Proceedings of the 31st IEEE/ACM International Symposium on Quality of Service, 2023

2022

An Efficient, Fair, and Robust Image Pricing Mechanism for Crowdsourced 3D Reconstruction.

Qinya Li, Fan Wu, Guihai Chen

IEEE Trans. Serv. Comput., 2022

One-Time Model Adaptation to Heterogeneous Clients: An Intra-Client and Inter-Image Attention Design.

Yikai Yan, Chaoyue Niu, Fan Wu, Qinya Li, Shaojie Tang, Chengfei Lyu, Guihai Chen

CoRR, 2022

A Comprehensive Study on Personalized Federated Learning with Non-IID Data.

Menghang Yu, Zhenzhe Zheng, Qinya Li, Fan Wu, Jiaqi Zheng

Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

2020

Generative Adversarial Networks-based Privacy-Preserving 3D Reconstruction.

Qinya Li, Zhenzhe Zheng, Fan Wu, Guihai Chen

Proceedings of the 28th IEEE/ACM International Symposium on Quality of Service, 2020

2019

A Strategy-Proof Model-Based Online Auction for Ad Reservation.

Qinya Li, Fan Wu, Guihai Chen

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

2018

ImgPricing: Everyone Can Earn Proper Rewards by Simply Taking Photos.

Qinya Li, Fan Wu, Guihai Chen

Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018