Zimu Zhou

City University of Hong Kong — Hong Kong

Engineering · Physical Sciences

50h-index9.4kcitations191works2.92yr avg
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Research Topics

Indoor and Outdoor Localization Technologies(48), Privacy-Preserving Technologies in Data(30), Advanced Neural Network Applications(24), Human Mobility and Location-Based Analysis(20), Mobile Crowdsensing and Crowdsourcing(19)

Publications191 total

Efficient shapley-based data valuation for federated trajectories
Frontiers of Computer Science·2026
FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters
arXiv (Cornell University)·2026Open Access
FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters
ArXiv.org·2026Open Access
CAFEDistill: Learning Personalized and Dynamic Models through Federated Early-Exit Network Distillation
ArXiv.org·2026Open Access
CAFEDistill: Learning Personalized and Dynamic Models through Federated Early-Exit Network Distillation
arXiv (Cornell University)·2026Open Access
Poster: Asynchronous Federated Learning Library and Benchmark with AFL-Lib
2025
DarkDistill: Difficulty-Aligned Federated Early-Exit Network Training on Heterogeneous Devices
2025Open Access
FoCTTA: Low-Memory Continual Test-Time Adaptation with Focus
2025
Federated reasoning LLMs: a survey
Frontiers of Computer Science·2025· 7 citedOpen Access
Timestamp Approximate Nearest Neighbor Search Over High-Dimensional Vector Data
2025
Efficient Data Valuation Approximation in Federated Learning: A Sampling-Based Approach
2025
Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering
2025· 1 cited
Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering
arXiv (Cornell University)·2025Open Access
Efficient Data Valuation Approximation in Federated Learning: A Sampling-based Approach
arXiv (Cornell University)·2025Open Access
Dynamic Localisation of Spatial-Temporal Graph Neural Network
2025· 1 citedOpen Access
A Comprehensive Bibliometric Analysis of Green Buildings during 2013–2023
2025
Hu-Fu: efficient and secure spatial queries over data federation
The VLDB Journal·2025· 8 cited
AdaCLP: Efficient Federated Learning for Asynchronous Mobile Devices with Temporally Imbalanced Data
IEEE Transactions on Mobile Computing·2025
AdaFlowLite: Scalable and Non-Blocking Inference on Asynchronous Mobile Data
IEEE Transactions on Mobile Computing·2025
LATTE: Layer Algorithm-aware Training Time Estimation for Heterogeneous Federated Learning
2024· 7 cited
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Frequent Co-authors

Zheng Yang(20), Yunhao Liu(19), Longfei Shangguan(16), Chenshu Wu(12), Yongxin Tong(11), Lei Chen(10), Yuxiang Zeng(5), Lionel M. Ni(4), Jieping Ye(4), Yunhao Liu(4), Xiaolong Zheng(4), Weifeng Lv(3), Haibin Cai(3), Kun Qian(3), Zhiyu Yang(3), Jinsong Han(3), Ke Xu(3), Yexuan Shi(3), Balz Maag(2), Lothar Thiele(2)