Zimu Zhou

ORCID

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 122

Top Venues

CoRR

KDD

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.

ICDE

Publications

Xiaochen Li, Sicong Liu, Zimu Zhou, Bin Guo, Yuan Xu, Zhiwen Yu
EchoPFL: Asynchronous Personalized Federated Learning on Mobile Devices with On-Demand Staleness Control. CoRR (2024)
Shuyuan Li, Yuxiang Zeng, Yuxiang Wang, Yiman Zhong, Zimu Zhou, Yongxin Tong
An Experimental Study on Federated Equi-Joins. IEEE Trans. Knowl. Data Eng. 36 (9) (2024)
Sicong Liu, Wentao Zhou, Zimu Zhou, Bin Guo, Minfan Wang, Cheng Fang, Zheng Lin, Zhiwen Yu
Deep Learning Inference on Heterogeneous Mobile Processors: Potentials and Pitfalls. CoRR (2024)
Xiaochen Li, Sicong Liu, Zimu Zhou, Bin Guo, Yuan Xu, Zhiwen Yu
EchoPFL: Asynchronous Personalized Federated Learning on Mobile Devices with On-Demand Staleness Control. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 8 (1) (2024)
Kun Wang, Jiani Cao, Zimu Zhou, Zhenjiang Li
SwapNet: Efficient Swapping for DNN Inference on Edge AI Devices Beyond the Memory Budget. CoRR (2024)
Sicong Liu, Bin Guo, Cheng Fang, Ziqi Wang, Shiyan Luo, Zimu Zhou, Zhiwen Yu
Enabling Resource-Efficient AIoT System With Cross-Level Optimization: A Survey. IEEE Commun. Surv. Tutorials 26 (1) (2024)
Dingyuan Shi, Yongxin Tong, Zimu Zhou, Ke Xu, Zheng Wang, Jieping Ye
Graph-constrained diffusion for End-to-End Path Planning. ICLR (2024)
Kun Wang, Jiani Cao, Zimu Zhou, Zhenjiang Li
SwapNet: Efficient Swapping for DNN Inference on Edge AI Devices Beyond the Memory Budget. IEEE Trans. Mob. Comput. 23 (9) (2024)
Lixiang Han, Zimu Zhou, Zhenjiang Li
Pantheon: Preemptible Multi-DNN Inference on Mobile Edge GPUs. MobiSys (2024)
Yu Li, Yi Zhang, Zimu Zhou, Qiang Li
DeCoCDR: Deployable Cloud-Device Collaboration for Cross-Domain Recommendation. SIGIR (2024)
Sicong Liu, Wentao Zhou, Zimu Zhou, Bin Guo, Minfan Wang, Cheng Fang, Zheng Lin, Zhiwen Yu
Deep Learning Inference on Heterogeneous Mobile Processors: Potentials and Pitfalls. AdaAIoTSys@MobiSys (2024)
Boyi Liu, Yiming Ma, Zimu Zhou, Yexuan Shi, Shuyuan Li, Yongxin Tong
CASA: Clustered Federated Learning with Asynchronous Clients. KDD (2024)
Linghua Yang, Wantong Chen, Xiaoxi He, Shuyue Wei, Yi Xu, Zimu Zhou, Yongxin Tong
FedGTP: Exploiting Inter-Client Spatial Dependency in Federated Graph-based Traffic Prediction. KDD (2024)
Wenying Duan, Xiaoxi He, Zimu Zhou, Lothar Thiele, Hong Rao
Localised Adaptive Spatial-Temporal Graph Neural Network. KDD (2023)
Yexuan Shi, Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Bolin Ding, Lei Chen
Efficient Approximate Range Aggregation Over Large-Scale Spatial Data Federation. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Sicong Liu, Bin Guo, Cheng Fang, Ziqi Wang, Shiyan Luo, Zimu Zhou, Zhiwen Yu
Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey. CoRR (2023)
Shuyue Wei, Yongxin Tong, Zimu Zhou, Qiaoyang Liu, Lulu Zhang, Yuxiang Zeng, Jieping Ye
Towards Capacity-Aware Broker Matching: From Recommendation to Assignment. CoRR (2023)
Xiaoxi He, Xu Wang, Zimu Zhou, Jiahang Wu, Zheng Yang, Lothar Thiele
On-Device Deep Multi-Task Inference via Multi-Task Zipping. IEEE Trans. Mob. Comput. 22 (5) (2023)
Yansheng Wang, Yongxin Tong, Zimu Zhou, Ruisheng Zhang, Sinno Jialin Pan, Lixin Fan, Qiang Yang
Distribution-Regularized Federated Learning on Non-IID Data. ICDE (2023)
Yuxiang Wang, Yuxiang Zeng, Yi Xu, Zimu Zhou, Yongxin Tong
Efficient and Private Federated Trajectory Matching. CoRR (2023)
Yu Li, Yi Zhang, Weijia Wu, Zimu Zhou, Qiang Li
POSGen: Personalized Opening Sentence Generation for Online Insurance Sales. CoRR (2023)
Wenying Duan, Xiaoxi He, Zimu Zhou, Lothar Thiele, Hong Rao
Localised Adaptive Spatial-Temporal Graph Neural Network. CoRR (2023)
Sicong Liu, Xiaochen Li, Zimu Zhou, Bin Guo, Yuan Xu, Zhiwen Yu
MoEnlight: Energy-efficient and self-adaptive Low-light Video Stream Enhancement on Mobile Devices. ACM TUR-C (2023)
Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Boyi Liu, Yexuan Shi, Shuyuan Li, Ke Xu, Weifeng Lv
Federated Computing: Query, Learning, and Beyond. IEEE Data Eng. Bull. 46 (1) (2023)
Shuyue Wei, Yongxin Tong, Zimu Zhou, Qiaoyang Liu, Lulu Zhang, Yuxiang Zeng, Jieping Ye
Towards Capacity-Aware Broker Matching: From Recommendation to Assignment. ICDE (2023)
Yuanyuan Zhang, Yexuan Shi, Zimu Zhou, Chunbo Xue, Yi Xu, Ke Xu, Junping Du
Efficient and Secure Skyline Queries Over Vertical Data Federation. IEEE Trans. Knowl. Data Eng. 35 (9) (2023)
Wenhao Zhang, Zimu Zhou, Yansheng Wang, Yongxin Tong
DM-PFL: Hitchhiking Generic Federated Learning for Efficient Shift-Robust Personalization. KDD (2023)
Yanfei Wang, Zhiwen Yu, Sicong Liu, Zimu Zhou, Bin Guo
Genie in the Model: Automatic Generation of Human-in-the-Loop Deep Neural Networks for Mobile Applications. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7 (1) (2023)
Kaining Zhang, Yongxin Tong, Yexuan Shi, Yuxiang Zeng, Yi Xu, Lei Chen, Zimu Zhou, Ke Xu, Weifeng Lv, Zhiming Zheng
Approximate k-Nearest Neighbor Query over Spatial Data Federation. DASFAA (1) (2023)
Dingyuan Shi, Nan Zhou, Yongxin Tong, Zimu Zhou, Yi Xu, Ke Xu
Collision-Aware Route Planning in Warehouses Made Efficient: A Strip-based Framework. ICDE (2023)
Zheng Yang, Xu Wang, Jiahang Wu, Yi Zhao, Qiang Ma, Xin Miao, Li Zhang, Zimu Zhou
EdgeDuet: Tiling Small Object Detection for Edge Assisted Autonomous Mobile Vision. IEEE/ACM Trans. Netw. 31 (4) (2023)
Yu Li, Yi Zhang, Weijia Wu, Zimu Zhou, Qiang Li
POSGen: Personalized Opening Sentence Generation for Online Insurance Sales. Big Data (2022)
Sicong Liu, Xiaochen Li, Zimu Zhou, Bin Guo, Meng Zhang, Haochen Shen, Zhiwen Yu
AdaEnlight: Energy-aware Low-light Video Stream Enhancement on Mobile Devices. CoRR (2022)
Yongxin Tong, Xuchen Pan, Yuxiang Zeng, Yexuan Shi, Chunbo Xue, Zimu Zhou, Xiaofei Zhang, Lei Chen, Yi Xu, Ke Xu, Weifeng Lv
Hu-Fu: Efficient and Secure Spatial Queries over Data Federation. Proc. VLDB Endow. 15 (6) (2022)
Yexuan Shi, Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Bolin Ding, Lei Chen
Efficient Approximate Range Aggregation over Large-scale Spatial Data Federation (Extended Abstract). ICDE (2022)
Zhongnan Qu, Zimu Zhou, Yongxin Tong, Lothar Thiele
p-Meta: Towards On-device Deep Model Adaptation. KDD (2022)
Yansheng Wang, Yongxin Tong, Zimu Zhou, Ziyao Ren, Yi Xu, Guobin Wu, Weifeng Lv
Fed-LTD: Towards Cross-Platform Ride Hailing via Federated Learning to Dispatch. KDD (2022)
Wenying Duan, Xiaoxi He, Lu Zhou, Zimu Zhou, Lothar Thiele, Hong Rao
Hyper Attention Recurrent Neural Network: Tackling Temporal Covariate Shift in Time Series Analysis. CoRR (2022)
Zeyu Wang, Xiaoxi He, Zimu Zhou, Xu Wang, Qiang Ma, Xin Miao, Zhuo Liu, Lothar Thiele, Zheng Yang
Stitching Weight-Shared Deep Neural Networks for Efficient Multitask Inference on GPU. SECON (2022)
Dawei Gao, Yuexiang Xie, Zimu Zhou, Zhen Wang, Yaliang Li, Bolin Ding
Finding Meta Winning Ticket to Train Your MAML. KDD (2022)
Dingyuan Shi, Yongxin Tong, Zimu Zhou, Ke Xu, Wenzhe Tan, Hongbo Li
Adaptive Task Planning for Large-Scale Robotized Warehouses. CoRR (2022)
Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Lei Chen, Ke Xu
Unified Route Planning for Shared Mobility: An Insertion-based Framework. ACM Trans. Database Syst. 47 (1) (2022)
Shu Liu, Kevin Koch, Zimu Zhou, Martin Maritsch, Xiaoxi He, Elgar Fleisch, Felix Wortmann
Toward Nonintrusive Camera-Based Heart Rate Variability Estimation in the Car Under Naturalistic Condition. IEEE Internet Things J. 9 (14) (2022)
Dingyuan Shi, Yongxin Tong, Zimu Zhou, Ke Xu, Wenzhe Tan, Hongbo Li
Adaptive Task Planning for Large-Scale Robotized Warehouses. ICDE (2022)
Sicong Liu, Xiaochen Li, Zimu Zhou, Bin Guo, Meng Zhang, Haochen Shen, Zhiwen Yu
AdaEnlight: Energy-aware Low-light Video Stream Enhancement on Mobile Devices. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (4) (2022)
Ruisheng Zhang, Yansheng Wang, Zimu Zhou, Ziyao Ren, Yongxin Tong, Ke Xu
Data Source Selection in Federated Learning: A Submodular Optimization Approach. DASFAA (2) (2022)
Yun Cheng, Zimu Zhou, Lothar Thiele
iSpray: Reducing Urban Air Pollution with Intelligent Water Spraying. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (1) (2022)
Zhongnan Qu, Zimu Zhou, Yongxin Tong, Lothar Thiele
p-Meta: Towards On-device Deep Model Adaptation. CoRR (2022)
Xuchen Pan, Yongxin Tong, Chunbo Xue, Zimu Zhou, Junping Du, Yuxiang Zeng, Yexuan Shi, Xiaofei Zhang, Lei Chen, Yi Xu, Ke Xu, Weifeng Lv
Hu-Fu: A Data Federation System for Secure Spatial Queries. Proc. VLDB Endow. 15 (12) (2022)
Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Lothar Thiele
Pruning Meta-Trained Networks for On-Device Adaptation. CIKM (2021)
Shu Liu, Kevin Koch, Zimu Zhou, Simon Föll, Xiaoxi He, Tina Menke, Elgar Fleisch, Felix Wortmann
The Empathetic Car: Exploring Emotion Inference via Driver Behaviour and Traffic Context. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 5 (3) (2021)
Qian Tao, Yongxin Tong, Shuyuan Li, Yuxiang Zeng, Zimu Zhou, Ke Xu
A Differentially Private Task Planning Framework for Spatial Crowdsourcing. MDM (2021)
Dingyuan Shi, Yongxin Tong, Zimu Zhou, Bingchen Song, Weifeng Lv, Qiang Yang
Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing. KDD (2021)
Hao Cheng, Shuyue Wei, Lingyu Zhang, Zimu Zhou, Yongxin Tong
Engaging Drivers in Ride Hailing via Competition: A Case Study with Arena. MDM (2021)
Wenying Duan, Xiaoxi He, Zimu Zhou, Hong Rao, Lothar Thiele
Injecting Descriptive Meta-Information into Pre-Trained Language Models with Hypernetworks. Interspeech (2021)
Yu Li, Yi Zhang, Lu Gan, Gengwei Hong, Zimu Zhou, Qiang Li
RevMan: Revenue-aware Multi-task Online Insurance Recommendation. AAAI (2021)
Yexuan Shi, Yongxin Tong, Zhiyang Su, Di Jiang, Zimu Zhou, Wenbin Zhang
Federated Topic Discovery: A Semantic Consistent Approach. IEEE Intell. Syst. 36 (5) (2021)
Xiaoxi He, Dawei Gao, Zimu Zhou, Yongxin Tong, Lothar Thiele
Pruning-Aware Merging for Efficient Multitask Inference. KDD (2021)
Xu Wang, Zheng Yang, Jiahang Wu, Yi Zhao, Zimu Zhou
EdgeDuet: Tiling Small Object Detection for Edge Assisted Autonomous Mobile Vision. INFOCOM (2021)
Sicong Liu, Junzhao Du, Kaiming Nan, Zimu Zhou, Hui Liu, Zhangyang Wang, Yingyan Lin
AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles. IEEE Trans. Mob. Comput. 20 (12) (2021)
Zhongnan Qu, Zimu Zhou, Yun Cheng, Lothar Thiele
Adaptive Loss-Aware Quantization for Multi-Bit Networks. CVPR (2020)
Yi Zhao, Zimu Zhou, Xu Wang, Tongtong Liu, Zheng Yang
Urban Scale Trade Area Characterization for Commercial Districts with Cellular Footprints. ACM Trans. Sens. Networks 16 (4) (2020)
Sicong Liu, Junzhao Du, Kaiming Nan, Zimu Zhou, Atlas Wang, Yingyan Lin
AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles. CoRR (2020)
Qian Tao, Yongxin Tong, Zimu Zhou, Yexuan Shi, Lei Chen, Ke Xu
Differentially Private Online Task Assignment in Spatial Crowdsourcing: A Tree-based Approach. ICDE (2020)
Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Ke Xu, Lothar Thiele
Rethinking Pruning for Accelerating Deep Inference At the Edge. KDD (2020)
Xu Wang, Zimu Zhou, Yi Zhao, Xinglin Zhang, Kai Xing, Fu Xiao, Zheng Yang, Yunhao Liu
Improving Urban Crowd Flow Prediction on Flexible Region Partition. IEEE Trans. Mob. Comput. 19 (12) (2020)
Yongxin Tong, Zimu Zhou, Yuxiang Zeng, Lei Chen, Cyrus Shahabi
Spatial crowdsourcing: a survey. VLDB J. 29 (1) (2020)
Yun Cheng, Xiaoxi He, Zimu Zhou, Lothar Thiele
MapTransfer : Urban Air Quality Map Generation for Downscaled Sensor Deployments. IoTDI (2020)
Feifei Kou, Zimu Zhou, Hao Cheng, Junping Du, Yexuan Shi, Pan Xu
Interaction-Aware Arrangement for Event-Based Social Networks. ICDE (2019)
Balz Maag, Zimu Zhou, Lothar Thiele
Enhancing Multi-hop Sensor Calibration with Uncertainty Estimates. SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI (2019)
Xiaoxi He, Dawei Gao, Zimu Zhou, Yongxin Tong, Lothar Thiele
Disentangling Redundancy for Multi-Task Pruning. CoRR (2019)
Boming Zhao, Pan Xu, Yexuan Shi, Yongxin Tong, Zimu Zhou, Yuxiang Zeng
Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach. AAAI (2019)
Lingyu Zhang, Tianshu Song, Yongxin Tong, Zimu Zhou, Dan Li, Wei Ai, Lulu Zhang, Guobin Wu, Yan Liu, Jieping Ye
Recommendation-based Team Formation for On-demand Taxi-calling Platforms. CIKM (2019)
Xu Wang, Zimu Zhou, Fu Xiao, Kai Xing, Zheng Yang, Yunhao Liu, Chunyi Peng
Spatio-Temporal Analysis and Prediction of Cellular Traffic in Metropolis. IEEE Trans. Mob. Comput. 18 (9) (2019)
Yansheng Wang, Tianshu Song, Qian Tao, Yuxiang Zeng, Zimu Zhou, Yi Xu, Yongxin Tong, Lei Chen
Interaction Management in Crowdsourcing. IEEE Data Eng. Bull. 42 (4) (2019)
Yi Zhao, Zimu Zhou, Xu Wang, Tongtong Liu, Yunhao Liu, Zheng Yang
CellTradeMap: Delineating Trade Areas for Urban Commercial Districts with Cellular Networks. INFOCOM (2019)
Yun Cheng, Xiaoxi He, Zimu Zhou, Lothar Thiele
ICT: In-field Calibration Transfer for Air Quality Sensor Deployments. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3 (1) (2019)
Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv
SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. ICDE (2019)
Zhongnan Qu, Zimu Zhou, Yun Cheng, Lothar Thiele
Adaptive Loss-aware Quantization for Multi-bit Networks. CoRR (2019)
Junjie Yin, Zheng Yang, Hao Cao, Tongtong Liu, Zimu Zhou, Chenshu Wu
A Survey on Bluetooth 5.0 and Mesh: New Milestones of IoT. ACM Trans. Sens. Networks 15 (3) (2019)
Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Lei Chen, Jieping Ye, Ke Xu
A Unified Approach to Route Planning for Shared Mobility. Proc. VLDB Endow. 11 (11) (2018)
Kun Qian, Chenshu Wu, Zheng Yang, Zimu Zhou, Xu Wang, Yunhao Liu
Enabling Phased Array Signal Processing for Mobile WiFi Devices. IEEE Trans. Mob. Comput. 17 (8) (2018)
Yongpan Zou, Meng Zhao, Zimu Zhou, Jiawei Lin, Mo Li, Kaishun Wu
BiLock: User Authentication via Dental Occlusion Biometrics. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (3) (2018)
Yongxin Tong, Libin Wang, Zimu Zhou, Lei Chen, Bowen Du, Jieping Ye
Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach. SIGMOD Conference (2018)
Sicong Liu, Yingyan Lin, Zimu Zhou, Kaiming Nan, Hui Liu, Junzhao Du
On-Demand Deep Model Compression for Mobile Devices: A Usage-Driven Model Selection Framework. MobiSys (2018)
Xiaoxi He, Zimu Zhou, Lothar Thiele
Multi-Task Zipping via Layer-wise Neuron Sharing. CoRR (2018)
Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv
SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. IEEE Trans. Knowl. Data Eng. 30 (8) (2018)
Balz Maag, Zimu Zhou, Lothar Thiele
W-Air: Enabling Personal Air Pollution Monitoring on Wearables. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2 (1) (2018)
Yuxiang Zeng, Yongxin Tong, Lei Chen, Zimu Zhou
Latency-Oriented Task Completion via Spatial Crowdsourcing. ICDE (2018)
Qian Tao, Yuxiang Zeng, Zimu Zhou, Yongxin Tong, Lei Chen, Ke Xu
Multi-Worker-Aware Task Planning in Real-Time Spatial Crowdsourcing. DASFAA (2) (2018)
Yongxin Tong, Zimu Zhou
Dynamic task assignment in spatial crowdsourcing. ACM SIGSPATIAL Special 10 (2) (2018)
Balz Maag, Zimu Zhou, Lothar Thiele
A Survey on Sensor Calibration in Air Pollution Monitoring Deployments. IEEE Internet Things J. 5 (6) (2018)
Bowen Du, Yongxin Tong, Zimu Zhou, Qian Tao, Wenjun Zhou
Demand-Aware Charger Planning for Electric Vehicle Sharing. KDD (2018)
Xiaoxi He, Zimu Zhou, Lothar Thiele
Multi-Task Zipping via Layer-wise Neuron Sharing. NeurIPS (2018)
Chenshu Wu, Zheng Yang, Zimu Zhou, Yunhao Liu, Mingyan Liu
Mitigating Large Errors in WiFi-Based Indoor Localization for Smartphones. IEEE Trans. Veh. Technol. 66 (7) (2017)
Weixi Gu, Zimu Zhou, Yuxun Zhou, Miao He, Han Zou, Lin Zhang
Predicting Blood Glucose Dynamics with Multi-time-series Deep Learning. SenSys (2017)
Yongxin Tong, Libin Wang, Zimu Zhou, Bolin Ding, Lei Chen, Jieping Ye, Ke Xu
Flexible Online Task Assignment in Real-Time Spatial Data. Proc. VLDB Endow. 10 (11) (2017)
Han Ding, Jinsong Han, Longfei Shangguan, Wei Xi, Zhiping Jiang, Zheng Yang, Zimu Zhou, Panlong Yang, Jizhong Zhao
A Platform for Free-Weight Exercise Monitoring with Passive Tags. IEEE Trans. Mob. Comput. 16 (12) (2017)
Balz Maag, Zimu Zhou, Olga Saukh, Lothar Thiele
SCAN: Multi-Hop Calibration for Mobile Sensor Arrays. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (2) (2017)
Balz Maag, Zimu Zhou, Olga Saukh, Lothar Thiele
BARTON: Low Power Tongue Movement Sensing with In-Ear Barometers. ICPADS (2017)

Zimu Zhou.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Zimu Zhou