Qinya Li

25 papers A* 3A 2B 3Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference.
AAAI
Zhuomin He, Yizhen Yao, Pengfei Zuo, Bin Gao, Qinya Li, Zhenzhe Zheng, Fan Wu
2025 J jnl
AdaSkip: Adaptive Sublayer Skipping for Accelerating Long-Context LLM Inference.
CoRR
Zhuomin He, Yizhen Yao, Pengfei Zuo, Bin Gao, Qinya Li, Zhenzhe Zheng, Fan Wu
2025 J jnl
ConfClip: Confidence-Weighted and Clipped Reward for Reinforcement Learning in LLMs.
CoRR
Bonan Zhang, Zhongqi Chen, Bowen Song, Qinya Li, Fan Wu, Guihai Chen
2025 A* conf
Device-Cloud Collaborative Learning Framework for Efficient Unknown Object Detection.
ACM Multimedia
Kewei Zhao, Xiaowei Hu, Qinya Li
2025 A conf
Distributed DNN-based Video Analytics with Adaptive Multi-Device Collaboration.
ICDCS
Zhihao Xu, Maozhe Zhao, Qinya Li, Shengzhong Liu, Fan Wu, Guihai Chen
2025 J jnl
Federated multi-task learning with cross-device heterogeneous task subsets.
J. Parallel Distributed Comput.
Zewei Xin, Qinya Li, Chaoyue Niu, Fan Wu, Guihai Chen
2025 J jnl
MI-VFL: Feature discrepancy-aware distributed model interpretation for vertical federated learning.
Comput. Networks
Rui Xing, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen
2025 A* conf
Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation.
AAAI
Jinda Xu, Yuhao Song, Daming Wang, Weiwei Zhao, Minghua Chen, Kangliang Chen, Qinya Li
2025 J jnl
Quality over Quantity: Boosting Data Efficiency Through Ensembled Multimodal Data Curation.
CoRR
Jinda Xu, Yuhao Song, Daming Wang, Weiwei Zhao, Minghua Chen, Kangliang Chen, Qinya Li
2025 J jnl
Scale-Shift Attention in Polarization Domain for Fine-Grained Classification of Satellite ISAR Images.
IEEE Trans. Multim.
Zewei Xin, Qinya Li, Bowen Sheng, Fan Wu, Guihai Chen
2024 J jnl
Edge-Cloud Routing for Text-to-Image Model with Token-Level Multi-Metric Prediction.
CoRR
Zewei Xin, Qinya Li, Chaoyue Niu, Fan Wu
2024 J jnl
Federated Optimization Under Intermittent Client Availability.
INFORMS J. Comput.
Yikai Yan, Chaoyue Niu, Yucheng Ding, Zhenzhe Zheng, Shaojie Tang, Qinya Li, Fan Wu, Chengfei Lyu, Yanghe Feng, Guihai Chen
2024 — conf
GIPUT: Maximizing Photo Coverage Efficiency for UAV Trajectory.
APWeb/WAIM (1)
Shaoting Feng, Qinya Li, Yaodong Yang, Fan Wu, Guihai Chen
2024 A conf
Mobility-Aware Device Sampling for Statistical Heterogeneity in Hierarchical Federated Learning.
ICDCS
Songli Zhang, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen
2024 J jnl
SemiCMT: Contrastive Cross-Modal Knowledge Transfer for IoT Sensing with Semi-Paired Multi-Modal Signals.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yatong Chen, Chenzhi Hu, Tomoyoshi Kimura, Qinya Li, Shengzhong Liu, Fan Wu, Guihai Chen
2024 J jnl
VAP: Online Data Valuation and Pricing for Machine Learning Models in Mobile Health.
IEEE Trans. Mob. Comput.
Anran Xu, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen
2023 J jnl
Capitalize Your Data: Optimal Selling Mechanisms for IoT Data Exchange.
IEEE Trans. Mob. Comput.
Qinya Li, Zun Li, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Zhao Zhang, Guihai Chen
2023 B conf
Distributed Model Interpretation for Vertical Federated Learning with Feature Discrepancy.
IWQoS
Rui Xing, Zhenzhe Zheng, Qinya Li, Fan Wu, Guihai Chen
2023 J jnl
PADP-FedMeta: A personalized and adaptive differentially private federated meta learning mechanism for AIoT.
J. Syst. Archit.
Fang Dong, Xinghua Ge, Qinya Li, Jinghui Zhang, Dian Shen, Siqi Liu, Xiao Liu, Gang Li, Fan Wu, Junzhou Luo
2022 — conf
A Comprehensive Study on Personalized Federated Learning with Non-IID Data.
ISPA/BDCloud/SocialCom/SustainCom
Menghang Yu, Zhenzhe Zheng, Qinya Li, Fan Wu, Jiaqi Zheng
2022 J jnl
An Efficient, Fair, and Robust Image Pricing Mechanism for Crowdsourced 3D Reconstruction.
IEEE Trans. Serv. Comput.
Qinya Li, Fan Wu, Guihai Chen
2022 J jnl
One-Time Model Adaptation to Heterogeneous Clients: An Intra-Client and Inter-Image Attention Design.
CoRR
Yikai Yan, Chaoyue Niu, Fan Wu, Qinya Li, Shaojie Tang, Chengfei Lyu, Guihai Chen
2020 B conf
Generative Adversarial Networks-based Privacy-Preserving 3D Reconstruction.
IWQoS
Qinya Li, Zhenzhe Zheng, Fan Wu, Guihai Chen
2019 — conf
A Strategy-Proof Model-Based Online Auction for Ad Reservation.
PRICAI (1)
Qinya Li, Fan Wu, Guihai Chen
2018 B conf
ImgPricing: Everyone Can Earn Proper Rewards by Simply Taking Photos.
IWQoS
Qinya Li, Fan Wu, Guihai Chen