Zimu Zhou

176 papers A* 43A 9B 10C 2Misc 8Journal 91Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
CAFEDistill: Learning Personalized and Dynamic Models through Federated Early-Exit Network Distillation.
CoRR
Boyi Liu, Zimu Zhou, Yongxin Tong
2026 J jnl
Efficient shapley-based data valuation for federated trajectories.
Frontiers Comput. Sci.
Yuxiang Wang, Shuyuan Li, Yongxin Tong, Shuyue Wei, Zimu Zhou
2026 J jnl
FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters.
CoRR
Zhilin Liang, Yuxiang Wang, Zimu Zhou, Hainan Zhang, Boyi Liu, Yongxin Tong
2026 J jnl
Towards Accurate Training Time Estimation for On-Device Heterogeneous Federated Learning.
IEEE Trans. Mob. Comput.
Kun Wang, Zimu Zhou, Zhenjiang Li
2025 A* conf
Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering.
ICDE
Yiming Niu, Jinliang Deng, Lulu Zhang, Zimu Zhou, Yongxin Tong
2025 J jnl
Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering.
CoRR
Yiming Niu, Jinliang Deng, Lulu Zhang, Zimu Zhou, Yongxin Tong
2025 J jnl
AdaFlowLite: Scalable and Non-Blocking Inference on Asynchronous Mobile Data.
IEEE Trans. Mob. Comput.
Sicong Liu, Fengmin Wu, Yuan Gao, Bin Guo, Zimu Zhou, Hongkai Wen, Zhiwen Yu
2025 J jnl
ClassTer: Mobile Shift-Robust Personalized Federated Learning via Class-Wise Clustering.
IEEE Trans. Mob. Comput.
Xiaochen Li, Sicong Liu, Zimu Zhou, Yuan Xu, Bin Guo, Zhiwen Yu
2025 — conf
DarkDistill: Difficulty-Aligned Federated Early-Exit Network Training on Heterogeneous Devices.
KDD (2)
Lehao Qu, Shuyuan Li, Zimu Zhou, Boyi Liu, Yi Xu, Yongxin Tong
2025 J jnl
DeepSwarm: towards swarm deep learning with bi-directional optimization of data acquisition and processing.
Frontiers Comput. Sci.
Sicong Liu, Bin Guo, Ziqi Wang, Lehao Wang, Zimu Zhou, Xiaochen Li, Zhiwen Yu
2025 — conf
Dynamic Localisation of Spatial-Temporal Graph Neural Network.
KDD (1)
Wenying Duan, Shujun Guo, Zimu Zhou, Wei Huang, Hong Rao, Xiaoxi He
2025 J jnl
Edge-Cloud Collaborated Object Detection via Bandwidth Adaptive Difficult-Case Discriminator.
IEEE Trans. Mob. Comput.
Zhiqiang Cao, Yun Cheng, Zimu Zhou, Yongrui Chen, Youbing Hu, Anqi Lu, Jie Liu, Zhijun Li
2025 A* conf
Efficient Data Valuation Approximation in Federated Learning: A Sampling-Based Approach.
ICDE
Shuyue Wei, Yongxin Tong, Zimu Zhou, Tianran He, Yi Xu
2025 J jnl
Efficient Data Valuation Approximation in Federated Learning: A Sampling-based Approach.
CoRR
Shuyue Wei, Yongxin Tong, Zimu Zhou, Tianran He, Yi Xu
2025 J jnl
Federated reasoning LLMs: a survey.
Frontiers Comput. Sci.
Shuyue Wei, Yongxin Tong, Zimu Zhou, Yi Xu, Jingkai Gao, Tongyu Wei, Tianran He, Weifeng Lv
2025 A conf
FoCTTA: Low-Memory Continual Test-Time Adaptation with Focus.
ICME
Youbing Hu, Yun Cheng, Zimu Zhou, Anqi Lu, Zhiqiang Cao, Zhijun Li
2025 J jnl
FoCTTA: Low-Memory Continual Test-Time Adaptation with Focus.
CoRR
Youbing Hu, Yun Cheng, Zimu Zhou, Anqi Lu, Zhiqiang Cao, Zhijun Li
2025 J jnl
Hu-Fu: efficient and secure spatial queries over data federation.
VLDB J.
Yongxin Tong, Yuxiang Zeng, Yang Song, Xuchen Pan, Zeheng Fan, Chunbo Xue, Zimu Zhou, Xiaofei Zhang, Lei Chen, Yi Xu, Ke Xu, Weifeng Lv
2025 A* conf
Poster: Asynchronous Federated Learning Library and Benchmark with AFL-Lib.
MobiCom
Boyi Liu, Shuyuan Li, Zimu Zhou, Shuo Kang, Yiming Ma, Yongxin Tong
2025 A* conf
Timestamp Approximate Nearest Neighbor Search Over High-Dimensional Vector Data.
ICDE
Yuxiang Wang, Ziyuan He, Yongxin Tong, Zimu Zhou, Yiman Zhong
2025 J jnl
Towards practical data alignment in production federated learning.
Frontiers Comput. Sci.
Yexuan Shi, Wei Yu, Yuanyuan Zhang, Chunbo Xue, Yuxiang Zeng, Zimu Zhou, Manxue Guo, Lun Xin, Wenjing Nie
2024 Misc conf
AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments.
SenSys
Cheng Fang, Sicong Liu, Zimu Zhou, Bin Guo, Jiaqi Tang, Ke Ma, Zhiwen Yu
2024 J jnl
AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments.
CoRR
Cheng Fang, Sicong Liu, Zimu Zhou, Bin Guo, Jiaqi Tang, Ke Ma, Zhiwen Yu
2024 J jnl
An Experimental Study on Federated Equi-Joins.
IEEE Trans. Knowl. Data Eng.
Shuyuan Li, Yuxiang Zeng, Yuxiang Wang, Yiman Zhong, Zimu Zhou, Yongxin Tong
2024 A* conf
CASA: Clustered Federated Learning with Asynchronous Clients.
KDD
Boyi Liu, Yiming Ma, Zimu Zhou, Yexuan Shi, Shuyuan Li, Yongxin Tong
2024 A* conf
DeCoCDR: Deployable Cloud-Device Collaboration for Cross-Domain Recommendation.
SIGIR
Yu Li, Yi Zhang, Zimu Zhou, Qiang Li
2024 — conf
Deep Learning Inference on Heterogeneous Mobile Processors: Potentials and Pitfalls.
AdaAIoTSys@MobiSys
Sicong Liu, Wentao Zhou, Zimu Zhou, Bin Guo, Minfan Wang, Cheng Fang, Zheng Lin, Zhiwen Yu
2024 J jnl
Deep Learning Inference on Heterogeneous Mobile Processors: Potentials and Pitfalls.
CoRR
Sicong Liu, Wentao Zhou, Zimu Zhou, Bin Guo, Minfan Wang, Cheng Fang, Zheng Lin, Zhiwen Yu
2024 J jnl
EchoPFL: Asynchronous Personalized Federated Learning on Mobile Devices with On-Demand Staleness Control.
CoRR
Xiaochen Li, Sicong Liu, Zimu Zhou, Bin Guo, Yuan Xu, Zhiwen Yu
2024 J jnl
EchoPFL: Asynchronous Personalized Federated Learning on Mobile Devices with On-Demand Staleness Control.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Xiaochen Li, Sicong Liu, Zimu Zhou, Bin Guo, Yuan Xu, Zhiwen Yu
2024 J jnl
Efficient and Private Federated Trajectory Matching.
IEEE Trans. Knowl. Data Eng.
Yuxiang Wang, Yuxiang Zeng, Shuyuan Li, Yuanyuan Zhang, Zimu Zhou, Yongxin Tong
2024 J jnl
Enabling Resource-Efficient AIoT System With Cross-Level Optimization: A Survey.
IEEE Commun. Surv. Tutorials
Sicong Liu, Bin Guo, Cheng Fang, Ziqi Wang, Shiyan Luo, Zimu Zhou, Zhiwen Yu
2024 A* conf
FedGTP: Exploiting Inter-Client Spatial Dependency in Federated Graph-based Traffic Prediction.
KDD
Linghua Yang, Wantong Chen, Xiaoxi He, Shuyue Wei, Yi Xu, Zimu Zhou, Yongxin Tong
2024 J jnl
FedSM: A Practical Federated Shared Mobility System.
Proc. VLDB Endow.
Shuyue Wei, Yuanyuan Zhang, Zimu Zhou, Tianlong Zhang, Ke Xu
2024 A* conf
Graph-constrained diffusion for End-to-End Path Planning.
ICLR
Dingyuan Shi, Yongxin Tong, Zimu Zhou, Ke Xu, Zheng Wang, Jieping Ye
2024 A* conf
LATTE: Layer Algorithm-aware Training Time Estimation for Heterogeneous Federated Learning.
MobiCom
Kun Wang, Zimu Zhou, Zhenjiang Li
2024 A conf
Pantheon: Preemptible Multi-DNN Inference on Mobile Edge GPUs.
MobiSys
Lixiang Han, Zimu Zhou, Zhenjiang Li
2024 J jnl
Patching in Order: Efficient On-Device Model Fine-Tuning for Multi-DNN Vision Applications.
IEEE Trans. Mob. Comput.
Zhiqiang Cao, Yun Cheng, Zimu Zhou, Anqi Lu, Youbing Hu, Jie Liu, Min Zhang, Zhijun Li
2024 J jnl
RAPNet: Resolution-Adaptive and Predictive Early Exit Network for Efficient Image Recognition.
IEEE Internet Things J.
Youbing Hu, Yun Cheng, Zimu Zhou, Zhiqiang Cao, Anqi Lu, Jie Liu, Min Zhang, Zhijun Li
2024 J jnl
SwapNet: Efficient Swapping for DNN Inference on Edge AI Devices Beyond the Memory Budget.
CoRR
Kun Wang, Jiani Cao, Zimu Zhou, Zhenjiang Li
2024 J jnl
SwapNet: Efficient Swapping for DNN Inference on Edge AI Devices Beyond the Memory Budget.
IEEE Trans. Mob. Comput.
Kun Wang, Jiani Cao, Zimu Zhou, Zhenjiang Li
2023 — conf
Approximate k-Nearest Neighbor Query over Spatial Data Federation.
DASFAA (1)
Kaining Zhang, Yongxin Tong, Yexuan Shi, Yuxiang Zeng, Yi Xu, Lei Chen, Zimu Zhou, Ke Xu, Weifeng Lv, Zhiming Zheng
2023 A* conf
Collision-Aware Route Planning in Warehouses Made Efficient: A Strip-based Framework.
ICDE
Dingyuan Shi, Nan Zhou, Yongxin Tong, Zimu Zhou, Yi Xu, Ke Xu
2023 A* conf
DM-PFL: Hitchhiking Generic Federated Learning for Efficient Shift-Robust Personalization.
KDD
Wenhao Zhang, Zimu Zhou, Yansheng Wang, Yongxin Tong
2023 A* conf
Distribution-Regularized Federated Learning on Non-IID Data.
ICDE
Yansheng Wang, Yongxin Tong, Zimu Zhou, Ruisheng Zhang, Sinno Jialin Pan, Lixin Fan, Qiang Yang
2023 J jnl
EdgeDuet: Tiling Small Object Detection for Edge Assisted Autonomous Mobile Vision.
IEEE/ACM Trans. Netw.
Zheng Yang, Xu Wang, Jiahang Wu, Yi Zhao, Qiang Ma, Xin Miao, Li Zhang, Zimu Zhou
2023 J jnl
Efficient Approximate Range Aggregation Over Large-Scale Spatial Data Federation.
IEEE Trans. Knowl. Data Eng.
Yexuan Shi, Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Bolin Ding, Lei Chen
2023 J jnl
Efficient and Private Federated Trajectory Matching.
CoRR
Yuxiang Wang, Yuxiang Zeng, Yi Xu, Zimu Zhou, Yongxin Tong
2023 J jnl
Efficient and Secure Skyline Queries Over Vertical Data Federation.
IEEE Trans. Knowl. Data Eng.
Yuanyuan Zhang, Yexuan Shi, Zimu Zhou, Chunbo Xue, Yi Xu, Ke Xu, Junping Du
2023 J jnl
Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey.
CoRR
Sicong Liu, Bin Guo, Cheng Fang, Ziqi Wang, Shiyan Luo, Zimu Zhou, Zhiwen Yu
2023 J jnl
Federated Computing: Query, Learning, and Beyond.
IEEE Data Eng. Bull.
Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Boyi Liu, Yexuan Shi, Shuyuan Li, Ke Xu, Weifeng Lv
2023 J jnl
Genie in the Model: Automatic Generation of Human-in-the-Loop Deep Neural Networks for Mobile Applications.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yanfei Wang, Zhiwen Yu, Sicong Liu, Zimu Zhou, Bin Guo
2023 A* conf
Localised Adaptive Spatial-Temporal Graph Neural Network.
KDD
Wenying Duan, Xiaoxi He, Zimu Zhou, Lothar Thiele, Hong Rao
2023 J jnl
Localised Adaptive Spatial-Temporal Graph Neural Network.
CoRR
Wenying Duan, Xiaoxi He, Zimu Zhou, Lothar Thiele, Hong Rao
2023 — conf
MoEnlight: Energy-efficient and self-adaptive Low-light Video Stream Enhancement on Mobile Devices.
ACM TUR-C
Sicong Liu, Xiaochen Li, Zimu Zhou, Bin Guo, Yuan Xu, Zhiwen Yu
2023 J jnl
On-Device Deep Multi-Task Inference via Multi-Task Zipping.
IEEE Trans. Mob. Comput.
Xiaoxi He, Xu Wang, Zimu Zhou, Jiahang Wu, Zheng Yang, Lothar Thiele
2023 J jnl
POSGen: Personalized Opening Sentence Generation for Online Insurance Sales.
CoRR
Yu Li, Yi Zhang, Weijia Wu, Zimu Zhou, Qiang Li
2023 A* conf
Towards Capacity-Aware Broker Matching: From Recommendation to Assignment.
ICDE
Shuyue Wei, Yongxin Tong, Zimu Zhou, Qiaoyang Liu, Lulu Zhang, Yuxiang Zeng, Jieping Ye
2023 J jnl
Towards Capacity-Aware Broker Matching: From Recommendation to Assignment.
CoRR
Shuyue Wei, Yongxin Tong, Zimu Zhou, Qiaoyang Liu, Lulu Zhang, Yuxiang Zeng, Jieping Ye
2022 J jnl
AdaEnlight: Energy-aware Low-light Video Stream Enhancement on Mobile Devices.
CoRR
Sicong Liu, Xiaochen Li, Zimu Zhou, Bin Guo, Meng Zhang, Haochen Shen, Zhiwen Yu
2022 J jnl
AdaEnlight: Energy-aware Low-light Video Stream Enhancement on Mobile Devices.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Sicong Liu, Xiaochen Li, Zimu Zhou, Bin Guo, Meng Zhang, Haochen Shen, Zhiwen Yu
2022 A* conf
Adaptive Task Planning for Large-Scale Robotized Warehouses.
ICDE
Dingyuan Shi, Yongxin Tong, Zimu Zhou, Ke Xu, Wenzhe Tan, Hongbo Li
2022 J jnl
Adaptive Task Planning for Large-Scale Robotized Warehouses.
CoRR
Dingyuan Shi, Yongxin Tong, Zimu Zhou, Ke Xu, Wenzhe Tan, Hongbo Li
2022 — conf
Data Source Selection in Federated Learning: A Submodular Optimization Approach.
DASFAA (2)
Ruisheng Zhang, Yansheng Wang, Zimu Zhou, Ziyao Ren, Yongxin Tong, Ke Xu
2022 A* conf
Efficient Approximate Range Aggregation over Large-scale Spatial Data Federation (Extended Abstract).
ICDE
Yexuan Shi, Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Bolin Ding, Lei Chen
2022 A* conf
Fed-LTD: Towards Cross-Platform Ride Hailing via Federated Learning to Dispatch.
KDD
Yansheng Wang, Yongxin Tong, Zimu Zhou, Ziyao Ren, Yi Xu, Guobin Wu, Weifeng Lv
2022 A* conf
Finding Meta Winning Ticket to Train Your MAML.
KDD
Dawei Gao, Yuexiang Xie, Zimu Zhou, Zhen Wang, Yaliang Li, Bolin Ding
2022 J jnl
Hu-Fu: A Data Federation System for Secure Spatial Queries.
Proc. VLDB Endow.
Xuchen Pan, Yongxin Tong, Chunbo Xue, Zimu Zhou, Junping Du, Yuxiang Zeng, Yexuan Shi, Xiaofei Zhang, Lei Chen, Yi Xu, Ke Xu, Weifeng Lv
2022 J jnl
Hu-Fu: Efficient and Secure Spatial Queries over Data Federation.
Proc. VLDB Endow.
Yongxin Tong, Xuchen Pan, Yuxiang Zeng, Yexuan Shi, Chunbo Xue, Zimu Zhou, Xiaofei Zhang, Lei Chen, Yi Xu, Ke Xu, Weifeng Lv
2022 J jnl
Hyper Attention Recurrent Neural Network: Tackling Temporal Covariate Shift in Time Series Analysis.
CoRR
Wenying Duan, Xiaoxi He, Lu Zhou, Zimu Zhou, Lothar Thiele, Hong Rao
2022 B conf
POSGen: Personalized Opening Sentence Generation for Online Insurance Sales.
IEEE Big Data
Yu Li, Yi Zhang, Weijia Wu, Zimu Zhou, Qiang Li
2022 B conf
Stitching Weight-Shared Deep Neural Networks for Efficient Multitask Inference on GPU.
SECON
Zeyu Wang, Xiaoxi He, Zimu Zhou, Xu Wang, Qiang Ma, Xin Miao, Zhuo Liu, Lothar Thiele, Zheng Yang
2022 J jnl
Toward Nonintrusive Camera-Based Heart Rate Variability Estimation in the Car Under Naturalistic Condition.
IEEE Internet Things J.
Shu Liu, Kevin Koch, Zimu Zhou, Martin Maritsch, Xiaoxi He, Elgar Fleisch, Felix Wortmann
2022 J jnl
Unified Route Planning for Shared Mobility: An Insertion-based Framework.
ACM Trans. Database Syst.
Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Lei Chen, Ke Xu
2022 J jnl
iSpray: Reducing Urban Air Pollution with Intelligent Water Spraying.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yun Cheng, Zimu Zhou, Lothar Thiele
2022 A* conf
p-Meta: Towards On-device Deep Model Adaptation.
KDD
Zhongnan Qu, Zimu Zhou, Yongxin Tong, Lothar Thiele
2022 J jnl
p-Meta: Towards On-device Deep Model Adaptation.
CoRR
Zhongnan Qu, Zimu Zhou, Yongxin Tong, Lothar Thiele
2021 B conf
A Differentially Private Task Planning Framework for Spatial Crowdsourcing.
MDM
Qian Tao, Yongxin Tong, Shuyuan Li, Yuxiang Zeng, Zimu Zhou, Ke Xu
2021 J jnl
AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles.
IEEE Trans. Mob. Comput.
Sicong Liu, Junzhao Du, Kaiming Nan, Zimu Zhou, Hui Liu, Zhangyang Wang, Yingyan Lin
2021 A* conf
EdgeDuet: Tiling Small Object Detection for Edge Assisted Autonomous Mobile Vision.
INFOCOM
Xu Wang, Zheng Yang, Jiahang Wu, Yi Zhao, Zimu Zhou
2021 B conf
Engaging Drivers in Ride Hailing via Competition: A Case Study with Arena.
MDM
Hao Cheng, Shuyue Wei, Lingyu Zhang, Zimu Zhou, Yongxin Tong
2021 J jnl
Federated Topic Discovery: A Semantic Consistent Approach.
IEEE Intell. Syst.
Yexuan Shi, Yongxin Tong, Zhiyang Su, Di Jiang, Zimu Zhou, Wenbin Zhang
2021 A conf
Injecting Descriptive Meta-Information into Pre-Trained Language Models with Hypernetworks.
Interspeech
Wenying Duan, Xiaoxi He, Zimu Zhou, Hong Rao, Lothar Thiele
2021 A* conf
Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing.
KDD
Dingyuan Shi, Yongxin Tong, Zimu Zhou, Bingchen Song, Weifeng Lv, Qiang Yang
2021 A conf
Pruning Meta-Trained Networks for On-Device Adaptation.
CIKM
Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Lothar Thiele
2021 A* conf
Pruning-Aware Merging for Efficient Multitask Inference.
KDD
Xiaoxi He, Dawei Gao, Zimu Zhou, Yongxin Tong, Lothar Thiele
2021 A* conf
RevMan: Revenue-aware Multi-task Online Insurance Recommendation.
AAAI
Yu Li, Yi Zhang, Lu Gan, Gengwei Hong, Zimu Zhou, Qiang Li
2021 J jnl
The Empathetic Car: Exploring Emotion Inference via Driver Behaviour and Traffic Context.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shu Liu, Kevin Koch, Zimu Zhou, Simon Föll, Xiaoxi He, Tina Menke, Elgar Fleisch, Felix Wortmann
2020 J jnl
AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles.
CoRR
Sicong Liu, Junzhao Du, Kaiming Nan, Zimu Zhou, Atlas Wang, Yingyan Lin
2020 A* conf
Adaptive Loss-Aware Quantization for Multi-Bit Networks.
CVPR
Zhongnan Qu, Zimu Zhou, Yun Cheng, Lothar Thiele
2020 A* conf
Differentially Private Online Task Assignment in Spatial Crowdsourcing: A Tree-based Approach.
ICDE
Qian Tao, Yongxin Tong, Zimu Zhou, Yexuan Shi, Lei Chen, Ke Xu
2020 — ch.
Efficient and Fair Data Valuation for Horizontal Federated Learning.
Federated Learning
Shuyue Wei, Yongxin Tong, Zimu Zhou, Tianshu Song
2020 J jnl
Improving Urban Crowd Flow Prediction on Flexible Region Partition.
IEEE Trans. Mob. Comput.
Xu Wang, Zimu Zhou, Yi Zhao, Xinglin Zhang, Kai Xing, Fu Xiao, Zheng Yang, Yunhao Liu
2020 — conf
MapTransfer : Urban Air Quality Map Generation for Downscaled Sensor Deployments.
IoTDI
Yun Cheng, Xiaoxi He, Zimu Zhou, Lothar Thiele
2020 A* conf
Rethinking Pruning for Accelerating Deep Inference At the Edge.
KDD
Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Ke Xu, Lothar Thiele
2020 J jnl
Spatial crowdsourcing: a survey.
VLDB J.
Yongxin Tong, Zimu Zhou, Yuxiang Zeng, Lei Chen, Cyrus Shahabi
2020 J jnl
Urban Scale Trade Area Characterization for Commercial Districts with Cellular Footprints.
ACM Trans. Sens. Networks
Yi Zhao, Zimu Zhou, Xu Wang, Tongtong Liu, Zheng Yang
2019 J jnl
A Survey on Bluetooth 5.0 and Mesh: New Milestones of IoT.
ACM Trans. Sens. Networks
Junjie Yin, Zheng Yang, Hao Cao, Tongtong Liu, Zimu Zhou, Chenshu Wu
2019 J jnl
Adaptive Loss-aware Quantization for Multi-bit Networks.
CoRR
Zhongnan Qu, Zimu Zhou, Yun Cheng, Lothar Thiele
2019 A* conf
CellTradeMap: Delineating Trade Areas for Urban Commercial Districts with Cellular Networks.
INFOCOM
Yi Zhao, Zimu Zhou, Xu Wang, Tongtong Liu, Yunhao Liu, Zheng Yang
2019 J jnl
Disentangling Redundancy for Multi-Task Pruning.
CoRR
Xiaoxi He, Dawei Gao, Zimu Zhou, Yongxin Tong, Lothar Thiele
2019 — conf
Enhancing Multi-hop Sensor Calibration with Uncertainty Estimates.
SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI
Balz Maag, Zimu Zhou, Lothar Thiele
2019 J jnl
ICT: In-field Calibration Transfer for Air Quality Sensor Deployments.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yun Cheng, Xiaoxi He, Zimu Zhou, Lothar Thiele
2019 J jnl
Interaction Management in Crowdsourcing.
IEEE Data Eng. Bull.
Yansheng Wang, Tianshu Song, Qian Tao, Yuxiang Zeng, Zimu Zhou, Yi Xu, Yongxin Tong, Lei Chen
2019 A* conf
Interaction-Aware Arrangement for Event-Based Social Networks.
ICDE
Feifei Kou, Zimu Zhou, Hao Cheng, Junping Du, Yexuan Shi, Pan Xu
2019 A* conf
Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach.
AAAI
Boming Zhao, Pan Xu, Yexuan Shi, Yongxin Tong, Zimu Zhou, Yuxiang Zeng
2019 A conf
Recommendation-based Team Formation for On-demand Taxi-calling Platforms.
CIKM
Lingyu Zhang, Tianshu Song, Yongxin Tong, Zimu Zhou, Dan Li, Wei Ai, Lulu Zhang, Guobin Wu, Yan Liu, Jieping Ye
2019 A* conf
SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing.
ICDE
Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv
2019 J jnl
Spatio-Temporal Analysis and Prediction of Cellular Traffic in Metropolis.
IEEE Trans. Mob. Comput.
Xu Wang, Zimu Zhou, Fu Xiao, Kai Xing, Zheng Yang, Yunhao Liu, Chunyi Peng
2018 J jnl
A Survey on Sensor Calibration in Air Pollution Monitoring Deployments.
IEEE Internet Things J.
Balz Maag, Zimu Zhou, Lothar Thiele
2018 J jnl
A Unified Approach to Route Planning for Shared Mobility.
Proc. VLDB Endow.
Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Lei Chen, Jieping Ye, Ke Xu
2018 J jnl
BiLock: User Authentication via Dental Occlusion Biometrics.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Yongpan Zou, Meng Zhao, Zimu Zhou, Jiawei Lin, Mo Li, Kaishun Wu
2018 A* conf
Demand-Aware Charger Planning for Electric Vehicle Sharing.
KDD
Bowen Du, Yongxin Tong, Zimu Zhou, Qian Tao, Wenjun Zhou
2018 — conf
Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach.
SIGMOD Conference
Yongxin Tong, Libin Wang, Zimu Zhou, Lei Chen, Bowen Du, Jieping Ye
2018 J jnl
Dynamic task assignment in spatial crowdsourcing.
ACM SIGSPATIAL Special
Yongxin Tong, Zimu Zhou
2018 J jnl
Enabling Phased Array Signal Processing for Mobile WiFi Devices.
IEEE Trans. Mob. Comput.
Kun Qian, Chenshu Wu, Zheng Yang, Zimu Zhou, Xu Wang, Yunhao Liu
2018 A* conf
Latency-Oriented Task Completion via Spatial Crowdsourcing.
ICDE
Yuxiang Zeng, Yongxin Tong, Lei Chen, Zimu Zhou
2018 A* conf
Multi-Task Zipping via Layer-wise Neuron Sharing.
NeurIPS
Xiaoxi He, Zimu Zhou, Lothar Thiele
2018 J jnl
Multi-Task Zipping via Layer-wise Neuron Sharing.
CoRR
Xiaoxi He, Zimu Zhou, Lothar Thiele
2018 — conf
Multi-Worker-Aware Task Planning in Real-Time Spatial Crowdsourcing.
DASFAA (2)
Qian Tao, Yuxiang Zeng, Zimu Zhou, Yongxin Tong, Lei Chen, Ke Xu
2018 A conf
On-Demand Deep Model Compression for Mobile Devices: A Usage-Driven Model Selection Framework.
MobiSys
Sicong Liu, Yingyan Lin, Zimu Zhou, Kaiming Nan, Hui Liu, Junzhao Du
2018 J jnl
SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing.
IEEE Trans. Knowl. Data Eng.
Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv
2018 J jnl
W-Air: Enabling Personal Air Pollution Monitoring on Wearables.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Balz Maag, Zimu Zhou, Lothar Thiele
2017 J jnl
A Platform for Free-Weight Exercise Monitoring with Passive Tags.
IEEE Trans. Mob. Comput.
Han Ding, Jinsong Han, Longfei Shangguan, Wei Xi, Zhiping Jiang, Zheng Yang, Zimu Zhou, Panlong Yang, Jizhong Zhao
2017 B conf
BARTON: Low Power Tongue Movement Sensing with In-Ear Barometers.
ICPADS
Balz Maag, Zimu Zhou, Olga Saukh, Lothar Thiele
2017 C conf
BikeMate: Bike Riding Behavior Monitoring with Smartphones.
MobiQuitous
Weixi Gu, Zimu Zhou, Yuxun Zhou, Han Zou, Yunxin Liu, Costas J. Spanos, Lin Zhang
2017 — conf
BikeSafe: bicycle behavior monitoring via smartphones.
UbiComp/ISWC Adjunct
Weixi Gu, Yunxin Liu, Yuxun Zhou, Zimu Zhou, Costas J. Spanos, Lin Zhang
2017 J jnl
Design and Implementation of a CSI-Based Ubiquitous Smoking Detection System.
IEEE/ACM Trans. Netw.
Xiaolong Zheng, Jiliang Wang, Longfei Shangguan, Zimu Zhou, Yunhao Liu
2017 J jnl
Design and Implementation of an RFID-Based Customer Shopping Behavior Mining System.
IEEE/ACM Trans. Netw.
Zimu Zhou, Longfei Shangguan, Xiaolong Zheng, Lei Yang, Yunhao Liu
2017 A conf
Enabling Gesture-based Interactions with Objects.
MobiSys
Longfei Shangguan, Zimu Zhou, Kyle Jamieson
2017 J jnl
Flexible Online Task Assignment in Real-Time Spatial Data.
Proc. VLDB Endow.
Yongxin Tong, Libin Wang, Zimu Zhou, Bolin Ding, Lei Chen, Jieping Ye, Ke Xu
2017 A* conf
Inferring Motion Direction using Commodity Wi-Fi for Interactive Exergames.
CHI
Kun Qian, Chenshu Wu, Zimu Zhou, Yue Zheng, Zheng Yang, Yunhao Liu
2017 J jnl
Mitigating Large Errors in WiFi-Based Indoor Localization for Smartphones.
IEEE Trans. Veh. Technol.
Chenshu Wu, Zheng Yang, Zimu Zhou, Yunhao Liu, Mingyan Liu
2017 Misc conf
Predicting Blood Glucose Dynamics with Multi-time-series Deep Learning.
SenSys
Weixi Gu, Zimu Zhou, Yuxun Zhou, Miao He, Han Zou, Lin Zhang
2017 J jnl
SCAN: Multi-Hop Calibration for Mobile Sensor Arrays.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Balz Maag, Zimu Zhou, Olga Saukh, Lothar Thiele
2017 J jnl
STPP: Spatial-Temporal Phase Profiling-Based Method for Relative RFID Tag Localization.
IEEE/ACM Trans. Netw.
Longfei Shangguan, Zheng Yang, Alex X. Liu, Zimu Zhou, Yunhao Liu
2017 B conf
Spatio-temporal analysis and prediction of cellular traffic in metropolis.
ICNP
Xu Wang, Zimu Zhou, Zheng Yang, Yunhao Liu, Chunyi Peng
2017 J jnl
SugarMate: Non-intrusive Blood Glucose Monitoring with Smartphones.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Weixi Gu, Yuxun Zhou, Zimu Zhou, Xi Liu, Han Zou, Pei Zhang, Costas J. Spanos, Lin Zhang
2017 A* conf
TUM: Towards ubiquitous multi-device localization for cross-device interaction.
INFOCOM
Han Xu, Zheng Yang, Zimu Zhou, Ke Yi, Chunyi Peng
2017 J jnl
The Emergence of Visual Crowdsensing: Challenges and Opportunities.
IEEE Commun. Surv. Tutorials
Bin Guo, Qi Han, Huihui Chen, Longfei Shangguan, Zimu Zhou, Zhiwen Yu
2017 A* conf
The Simpler The Better: A Unified Approach to Predicting Original Taxi Demands based on Large-Scale Online Platforms.
KDD
Yongxin Tong, Yuqiang Chen, Zimu Zhou, Lei Chen, Jie Wang, Qiang Yang, Jieping Ye, Weifeng Lv
2017 J jnl
UbiEar: Bringing Location-independent Sound Awareness to the Hard-of-hearing People with Smartphones.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Sicong Liu, Zimu Zhou, Junzhao Du, Longfei Shangguan, Jun Han, Xin Wang
2016 J jnl
A Survey on Wireless Indoor Localization from the Device Perspective.
ACM Comput. Surv.
Jiang Xiao, Zimu Zhou, Youwen Yi, Lionel M. Ni
2016 J jnl
An adaptive wireless passive human detection via fine-grained physical layer information.
Ad Hoc Networks
Liangyi Gong, Wu Yang, Zimu Zhou, Dapeng Man, Haibin Cai, Xiancun Zhou, Zheng Yang
2016 Misc conf
Indoor localization via multi-modal sensing on smartphones.
UbiComp
Han Xu, Zheng Yang, Zimu Zhou, Longfei Shangguan, Ke Yi, Yunhao Liu
2016 C conf
MetroEye: Smart Tracking Your Metro Trips Underground.
MobiQuitous
Weixi Gu, Ming Jin, Zimu Zhou, Costas J. Spanos, Lin Zhang
2016 — conf
MetroEye: towards fine-grained passenger tracking underground.
UbiComp Adjunct
Weixi Gu, Ming Jin, Zimu Zhou, Costas J. Spanos, Lin Zhang
2016 B conf
Rapid Deployment Indoor Localization without Prior Human Participation.
LCN
Han Xu, Zimu Zhou, Longfei Shangguan
2016 A* conf
Smokey: Ubiquitous smoking detection with commercial WiFi infrastructures.
INFOCOM
Xiaolong Zheng, Jiliang Wang, Longfei Shangguan, Zimu Zhou, Yunhao Liu
2016 A* conf
Tuning by turning: Enabling phased array signal processing for WiFi with inertial sensors.
INFOCOM
Kun Qian, Chenshu Wu, Zheng Yang, Zimu Zhou, Xu Wang, Yunhao Liu
2016 J jnl
We Can Hear You with Wi-Fi!
IEEE Trans. Mob. Comput.
Guanhua Wang, Yongpan Zou, Zimu Zhou, Kaishun Wu, Lionel M. Ni
2015 A* conf
Ambient rendezvous: Energy-efficient neighbor discovery via acoustic sensing.
INFOCOM
Keyu Wang, Zheng Yang, Zimu Zhou, Yunhao Liu, Lionel M. Ni
2015 B conf
BEP: Bit Error Pattern Measurement and Analysis in IEEE 802.11.
ICPADS
Jiayue Li, Zimu Zhou, Chen Zhang, Liang Yin, Lionel M. Ni
2015 Misc conf
Enhancing wifi-based localization with visual clues.
UbiComp
Han Xu, Zheng Yang, Zimu Zhou, Longfei Shangguan, Ke Yi, Yunhao Liu
2015 Misc conf
FEMO: A Platform for Free-weight Exercise Monitoring with RFIDs.
SenSys
Han Ding, Longfei Shangguan, Zheng Yang, Jinsong Han, Zimu Zhou, Panlong Yang, Wei Xi, Jizhong Zhao
2015 J jnl
Mobility Increases Localizability: A Survey on Wireless Indoor Localization using Inertial Sensors.
ACM Comput. Surv.
Zheng Yang, Chenshu Wu, Zimu Zhou, Xinglin Zhang, Xu Wang, Yunhao Liu
2015 J jnl
Non-Invasive Detection of Moving and Stationary Human With WiFi.
IEEE J. Sel. Areas Commun.
Chenshu Wu, Zheng Yang, Zimu Zhou, Xuefeng Liu, Yunhao Liu, Jiannong Cao
2015 A conf
On Multipath Link Characterization and Adaptation for Device-Free Human Detection.
ICDCS
Zimu Zhou, Zheng Yang, Chenshu Wu, Yunhao Liu, Lionel M. Ni
2015 A* conf
PhaseU: Real-time LOS identification with WiFi.
INFOCOM
Chenshu Wu, Zheng Yang, Zimu Zhou, Kun Qian, Yunhao Liu, Mingyan Liu
2015 Misc conf
Relative Localization of RFID Tags using Spatial-Temporal Phase Profiling.
NSDI
Longfei Shangguan, Zheng Yang, Alex X. Liu, Zimu Zhou, Yunhao Liu
2015 Misc conf
ShopMiner: Mining Customer Shopping Behavior in Physical Clothing Stores with COTS RFID Devices.
SenSys
Longfei Shangguan, Zimu Zhou, Xiaolong Zheng, Lei Yang, Yunhao Liu, Jinsong Han
2015 J jnl
WiFi-Based Indoor Line-of-Sight Identification.
IEEE Trans. Wirel. Commun.
Zimu Zhou, Zheng Yang, Chenshu Wu, Longfei Shangguan, Haibin Cai, Yunhao Liu, Lionel M. Ni
2014 Misc conf
CrossNavi: enabling real-time crossroad navigation for the blind with commodity phones.
UbiComp
Longfei Shangguan, Zheng Yang, Zimu Zhou, Xiaolong Zheng, Chenshu Wu, Yunhao Liu
2014 J jnl
Exploiting RF Interference for Private Cardinality Estimation in RFID System.
Ad Hoc Sens. Wirel. Networks
Longfei Shangguan, Lei Yang, Jinsong Han, Zimu Zhou, Wei Gong, Yiyang Zhao
2014 J jnl
Free Market of Crowdsourcing: Incentive Mechanism Design for Mobile Sensing.
IEEE Trans. Parallel Distributed Syst.
Xinglin Zhang, Zheng Yang, Zimu Zhou, Haibin Cai, Lei Chen, Xiangyang Li
2014 A* conf
LiFi: Line-Of-Sight identification with WiFi.
INFOCOM
Zimu Zhou, Zheng Yang, Chenshu Wu, Wei Sun, Yunhao Liu
2014 A conf
NomLoc: Calibration-Free Indoor Localization with Nomadic Access Points.
ICDCS
Jiang Xiao, Youwen Yi, Lu Wang, Haochao Li, Zimu Zhou, Kaishun Wu, Lionel M. Ni
2014 J jnl
Omnidirectional Coverage for Device-Free Passive Human Detection.
IEEE Trans. Parallel Distributed Syst.
Zimu Zhou, Zheng Yang, Chenshu Wu, Longfei Shangguan, Yunhao Liu
2014 B conf
PADS: Passive detection of moving targets with dynamic speed using PHY layer information.
ICPADS
Kun Qian, Chenshu Wu, Zheng Yang, Yunhao Liu, Zimu Zhou
2014 B conf
Sensor-free corner shape detection by wireless networks.
ICPADS
Yuxi Wang, Zimu Zhou, Kaishun Wu
2014 J jnl
Sherlock: Micro-Environment Sensing for Smartphones.
IEEE Trans. Parallel Distributed Syst.
Zheng Yang, Longfei Shangguan, Weixi Gu, Zimu Zhou, Chenshu Wu, Yunhao Liu
2014 J jnl
Towards Accurate Object Localization with Smartphones.
IEEE Trans. Parallel Distributed Syst.
Longfei Shangguan, Zimu Zhou, Zheng Yang, Kebin Liu, Zhenjiang Li, Xibin Zhao, Yunhao Liu
2014 A* conf
We can hear you with Wi-Fi!
MobiCom
Guanhua Wang, Yongpan Zou, Zimu Zhou, Kaishun Wu, Lionel M. Ni
2013 J jnl
DorFin: WiFi Fingerprint-based Localization Revisited.
CoRR
Chenshu Wu, Zheng Yang, Zimu Zhou, Yunhao Liu, Mingyan Liu
2013 J jnl
From RSSI to CSI: Indoor localization via channel response.
ACM Comput. Surv.
Zheng Yang, Zimu Zhou, Yunhao Liu
2013 A* conf
Towards omnidirectional passive human detection.
INFOCOM
Zimu Zhou, Zheng Yang, Chenshu Wu, Longfei Shangguan, Yunhao Liu