Towards omnidirectional passive human detection. - Zimu Zhou; Zheng Yang 002; Chenshu Wu; Longfei Shangguan; Yunhao Liu 001 (INFOCOM, 2013)

DorFin: WiFi Fingerprint-based Localization Revisited. - Chenshu Wu; Zheng Yang 002; Zimu Zhou; Yunhao Liu 001; Mingyan Liu (CoRR, 2013)

From RSSI to CSI: Indoor localization via channel response. - Zheng Yang 002; Zimu Zhou; Yunhao Liu 001 (ACM Comput. Surv., 2013)

CrossNavi: enabling real-time crossroad navigation for the blind with commodity phones. - Longfei Shangguan; Zheng Yang 002; Zimu Zhou; Xiaolong Zheng 002; Chenshu Wu; Yunhao Liu 001 (UbiComp, 2014)

NomLoc: Calibration-Free Indoor Localization with Nomadic Access Points. - Jiang Xiao; Youwen Yi; Lu Wang 002; Haochao Li; Zimu Zhou; Kaishun Wu; Lionel M. Ni (ICDCS, 2014)

PADS: Passive detection of moving targets with dynamic speed using PHY layer information. - Kun Qian 004; Chenshu Wu; Zheng Yang 002; Yunhao Liu 001; Zimu Zhou (ICPADS, 2014)

Sensor-free corner shape detection by wireless networks. - Yuxi Wang; Zimu Zhou; Kaishun Wu (ICPADS, 2014)

LiFi: Line-Of-Sight identification with WiFi. - Zimu Zhou; Zheng Yang 002; Chenshu Wu; Wei Sun 002; Yunhao Liu 001 (INFOCOM, 2014)

Exploiting RF Interference for Private Cardinality Estimation in RFID System. - Longfei Shangguan; Lei Yang 025; Jinsong Han; Zimu Zhou; Wei Gong 001; Yiyang Zhao (Ad Hoc Sens. Wirel. Networks, 2014)

Towards Accurate Object Localization with Smartphones. - Longfei Shangguan; Zimu Zhou; Zheng Yang 002; Kebin Liu; Zhenjiang Li; Xibin Zhao; Yunhao Liu 001 (IEEE Trans. Parallel Distributed Syst., 2014)

Sherlock: Micro-Environment Sensing for Smartphones. - Zheng Yang 002; Longfei Shangguan; Weixi Gu; Zimu Zhou; Chenshu Wu; Yunhao Liu 001 (IEEE Trans. Parallel Distributed Syst., 2014)

Free Market of Crowdsourcing: Incentive Mechanism Design for Mobile Sensing. - Xinglin Zhang; Zheng Yang 002; Zimu Zhou; Haibin Cai; Lei Chen 002; Xiangyang Li 001 (IEEE Trans. Parallel Distributed Syst., 2014)

Omnidirectional Coverage for Device-Free Passive Human Detection. - Zimu Zhou; Zheng Yang 002; Chenshu Wu; Longfei Shangguan; Yunhao Liu 001 (IEEE Trans. Parallel Distributed Syst., 2014)

Enhancing wifi-based localization with visual clues. - Han Xu 011; Zheng Yang 002; Zimu Zhou; Longfei Shangguan; Ke Yi 001; Yunhao Liu 001 (UbiComp, 2015)

On Multipath Link Characterization and Adaptation for Device-Free Human Detection. - Zimu Zhou; Zheng Yang 002; Chenshu Wu; Yunhao Liu 001; Lionel M. Ni (ICDCS, 2015)

BEP: Bit Error Pattern Measurement and Analysis in IEEE 802.11. - Jiayue Li; Zimu Zhou; Chen Zhang; Liang Yin; Lionel M. Ni (ICPADS, 2015)

Ambient rendezvous: Energy-efficient neighbor discovery via acoustic sensing. - Keyu Wang; Zheng Yang 002; Zimu Zhou; Yunhao Liu 001; Lionel M. Ni (INFOCOM, 2015)

PhaseU: Real-time LOS identification with WiFi. - Chenshu Wu; Zheng Yang 002; Zimu Zhou; Kun Qian 004; Yunhao Liu 001; Mingyan Liu (INFOCOM, 2015)

Relative Localization of RFID Tags using Spatial-Temporal Phase Profiling. - Longfei Shangguan; Zheng Yang 002; Alex X. Liu; Zimu Zhou; Yunhao Liu 001 (NSDI, 2015)

FEMO: A Platform for Free-weight Exercise Monitoring with RFIDs. - Han Ding 002; Longfei Shangguan; Zheng Yang 002; Jinsong Han; Zimu Zhou; Panlong Yang; Wei Xi; Jizhong Zhao (SenSys, 2015)

ShopMiner: Mining Customer Shopping Behavior in Physical Clothing Stores with COTS RFID Devices. - Longfei Shangguan; Zimu Zhou; Xiaolong Zheng 002; Lei Yang 025; Yunhao Liu 001; Jinsong Han (SenSys, 2015)

Mobility Increases Localizability: A Survey on Wireless Indoor Localization using Inertial Sensors. - Zheng Yang 002; Chenshu Wu; Zimu Zhou; Xinglin Zhang; Xu Wang 018; Yunhao Liu 001 (ACM Comput. Surv., 2015)

Non-Invasive Detection of Moving and Stationary Human With WiFi. - Chenshu Wu; Zheng Yang 002; Zimu Zhou; Xuefeng Liu 001; Yunhao Liu 001; Jiannong Cao 001 (IEEE J. Sel. Areas Commun., 2015)

WiFi-Based Indoor Line-of-Sight Identification. - Zimu Zhou; Zheng Yang 002; Chenshu Wu; Longfei Shangguan; Haibin Cai; Yunhao Liu 001; Lionel M. Ni (IEEE Trans. Wirel. Commun., 2015)

MetroEye: towards fine-grained passenger tracking underground. - Weixi Gu; Ming Jin 002; Zimu Zhou; Costas J. Spanos; Lin Zhang 001 (UbiComp Adjunct, 2016)

Indoor localization via multi-modal sensing on smartphones. - Han Xu 011; Zheng Yang 002; Zimu Zhou; Longfei Shangguan; Ke Yi 001; Yunhao Liu 001 (UbiComp, 2016)

Tuning by turning: Enabling phased array signal processing for WiFi with inertial sensors. - Kun Qian 004; Chenshu Wu; Zheng Yang 002; Zimu Zhou; Xu Wang 018; Yunhao Liu 001 (INFOCOM, 2016)

Smokey: Ubiquitous smoking detection with commercial WiFi infrastructures. - Xiaolong Zheng 002; Jiliang Wang; Longfei Shangguan; Zimu Zhou; Yunhao Liu 001 (INFOCOM, 2016)

Rapid Deployment Indoor Localization without Prior Human Participation. - Han Xu 011; Zimu Zhou; Longfei Shangguan (LCN, 2016)

MetroEye: Smart Tracking Your Metro Trips Underground. - Weixi Gu; Ming Jin 002; Zimu Zhou; Costas J. Spanos; Lin Zhang 001 (MobiQuitous, 2016)

An adaptive wireless passive human detection via fine-grained physical layer information. - Liangyi Gong; Wu Yang 001; Zimu Zhou; Dapeng Man; Haibin Cai; Xiancun Zhou; Zheng Yang 002 (Ad Hoc Networks, 2016)

A Survey on Wireless Indoor Localization from the Device Perspective. - Jiang Xiao; Zimu Zhou; Youwen Yi; Lionel M. Ni (ACM Comput. Surv., 2016)

We Can Hear You with Wi-Fi! - Guanhua Wang; Yongpan Zou; Zimu Zhou; Kaishun Wu; Lionel M. Ni (IEEE Trans. Mob. Comput., 2016)

Inferring Motion Direction using Commodity Wi-Fi for Interactive Exergames. - Kun Qian 004; Chenshu Wu; Zimu Zhou; Yue Zheng; Zheng Yang 002; Yunhao Liu 001 (CHI, 2017)

BikeSafe: bicycle behavior monitoring via smartphones. - Weixi Gu; Yunxin Liu; Yuxun Zhou; Zimu Zhou; Costas J. Spanos; Lin Zhang 001 (UbiComp/ISWC Adjunct, 2017)

Spatio-temporal analysis and prediction of cellular traffic in metropolis. - Xu Wang 018; Zimu Zhou; Zheng Yang 002; Yunhao Liu 001; Chunyi Peng 001 (ICNP, 2017)

BARTON: Low Power Tongue Movement Sensing with In-Ear Barometers. - Balz Maag; Zimu Zhou; Olga Saukh; Lothar Thiele (ICPADS, 2017)

TUM: Towards ubiquitous multi-device localization for cross-device interaction. - Han Xu 011; Zheng Yang 002; Zimu Zhou; Ke Yi 001; Chunyi Peng 001 (INFOCOM, 2017)

The Simpler The Better: A Unified Approach to Predicting Original Taxi Demands based on Large-Scale Online Platforms. - Yongxin Tong; Yuqiang Chen; Zimu Zhou; Lei Chen 002; Jie Wang 005; Qiang Yang 001; Jieping Ye; Weifeng Lv (KDD, 2017)

BikeMate: Bike Riding Behavior Monitoring with Smartphones. - Weixi Gu; Zimu Zhou; Yuxun Zhou; Han Zou; Yunxin Liu; Costas J. Spanos; Lin Zhang 001 (MobiQuitous, 2017)

Enabling Gesture-based Interactions with Objects. - Longfei Shangguan; Zimu Zhou; Kyle Jamieson (MobiSys, 2017)

Predicting Blood Glucose Dynamics with Multi-time-series Deep Learning. - Weixi Gu; Zimu Zhou; Yuxun Zhou; Miao He; Han Zou; Lin Zhang 001 (SenSys, 2017)

The Emergence of Visual Crowdsensing: Challenges and Opportunities. - Bin Guo 001; Qi Han 001; Huihui Chen; Longfei Shangguan; Zimu Zhou; Zhiwen Yu 001 (IEEE Commun. Surv. Tutorials, 2017)

SugarMate: Non-intrusive Blood Glucose Monitoring with Smartphones. - Weixi Gu; Yuxun Zhou; Zimu Zhou; Xi Liu; Han Zou; Pei Zhang 001; Costas J. Spanos; Lin Zhang 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

UbiEar: Bringing Location-independent Sound Awareness to the Hard-of-hearing People with Smartphones. - Sicong Liu 005; Zimu Zhou; Junzhao Du; Longfei Shangguan; Jun Han; Xin Wang (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

SCAN: Multi-Hop Calibration for Mobile Sensor Arrays. - Balz Maag; Zimu Zhou; Olga Saukh; Lothar Thiele (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

Flexible Online Task Assignment in Real-Time Spatial Data. - Yongxin Tong; Libin Wang 001; Zimu Zhou; Bolin Ding; Lei Chen 002; Jieping Ye; Ke Xu 001 (Proc. VLDB Endow., 2017)

A Platform for Free-Weight Exercise Monitoring with Passive Tags. - Han Ding 002; Jinsong Han; Longfei Shangguan; Wei Xi; Zhiping Jiang; Zheng Yang 002; Zimu Zhou; Panlong Yang; Jizhong Zhao (IEEE Trans. Mob. Comput., 2017)

STPP: Spatial-Temporal Phase Profiling-Based Method for Relative RFID Tag Localization. - Longfei Shangguan; Zheng Yang 002; Alex X. Liu; Zimu Zhou; Yunhao Liu 001 (IEEE/ACM Trans. Netw., 2017)

Design and Implementation of a CSI-Based Ubiquitous Smoking Detection System. - Xiaolong Zheng 002; Jiliang Wang; Longfei Shangguan; Zimu Zhou; Yunhao Liu 001 (IEEE/ACM Trans. Netw., 2017)

Design and Implementation of an RFID-Based Customer Shopping Behavior Mining System. - Zimu Zhou; Longfei Shangguan; Xiaolong Zheng 002; Lei Yang 025; Yunhao Liu 001 (IEEE/ACM Trans. Netw., 2017)

Mitigating Large Errors in WiFi-Based Indoor Localization for Smartphones. - Chenshu Wu; Zheng Yang 002; Zimu Zhou; Yunhao Liu 001; Mingyan Liu (IEEE Trans. Veh. Technol., 2017)

Multi-Worker-Aware Task Planning in Real-Time Spatial Crowdsourcing. - Qian Tao; Yuxiang Zeng; Zimu Zhou; Yongxin Tong; Lei Chen 002; Ke Xu 001 (DASFAA (2), 2018)

Latency-Oriented Task Completion via Spatial Crowdsourcing. - Yuxiang Zeng; Yongxin Tong; Lei Chen 002; Zimu Zhou (ICDE, 2018)

Demand-Aware Charger Planning for Electric Vehicle Sharing. - Bowen Du 001; Yongxin Tong; Zimu Zhou; Qian Tao; Wenjun Zhou 001 (KDD, 2018)

On-Demand Deep Model Compression for Mobile Devices: A Usage-Driven Model Selection Framework. - Sicong Liu 005; Yingyan Lin; Zimu Zhou; Kaiming Nan; Hui Liu 006; Junzhao Du (MobiSys, 2018)

Multi-Task Zipping via Layer-wise Neuron Sharing. - Xiaoxi He; Zimu Zhou; Lothar Thiele (NeurIPS, 2018)

Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach. - Yongxin Tong; Libin Wang 001; Zimu Zhou; Lei Chen 002; Bowen Du 001; Jieping Ye (SIGMOD Conference, 2018)

W-Air: Enabling Personal Air Pollution Monitoring on Wearables. - Balz Maag; Zimu Zhou; Lothar Thiele (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

BiLock: User Authentication via Dental Occlusion Biometrics. - Yongpan Zou; Meng Zhao; Zimu Zhou; Jiawei Lin; Mo Li 001; Kaishun Wu (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

A Survey on Sensor Calibration in Air Pollution Monitoring Deployments. - Balz Maag; Zimu Zhou; Lothar Thiele (IEEE Internet Things J., 2018)

A Unified Approach to Route Planning for Shared Mobility. - Yongxin Tong; Yuxiang Zeng; Zimu Zhou; Lei Chen 002; Jieping Ye; Ke Xu 001 (Proc. VLDB Endow., 2018)

Dynamic task assignment in spatial crowdsourcing. - Yongxin Tong; Zimu Zhou (ACM SIGSPATIAL Special, 2018)

SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. - Yongxin Tong; Lei Chen 002; Zimu Zhou; H. V. Jagadish; Lidan Shou; Weifeng Lv (IEEE Trans. Knowl. Data Eng., 2018)

Enabling Phased Array Signal Processing for Mobile WiFi Devices. - Kun Qian 004; Chenshu Wu; Zheng Yang 002; Zimu Zhou; Xu Wang 018; Yunhao Liu 001 (IEEE Trans. Mob. Comput., 2018)

Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach. - Boming Zhao; Pan Xu 001; Yexuan Shi; Yongxin Tong; Zimu Zhou; Yuxiang Zeng (AAAI, 2019)

Recommendation-based Team Formation for On-demand Taxi-calling Platforms. - Lingyu Zhang 001; Tianshu Song; Yongxin Tong; Zimu Zhou; Dan Li; Wei Ai 002; Lulu Zhang; Guobin Wu 001; Yan Liu 002; Jieping Ye (CIKM, 2019)

Interaction-Aware Arrangement for Event-Based Social Networks. - Feifei Kou; Zimu Zhou; Hao Cheng; Junping Du 001; Yexuan Shi; Pan Xu 001 (ICDE, 2019)

CellTradeMap: Delineating Trade Areas for Urban Commercial Districts with Cellular Networks. - Yi Zhao 016; Zimu Zhou; Xu Wang 018; Tongtong Liu; Yunhao Liu 001; Zheng Yang 002 (INFOCOM, 2019)

Enhancing Multi-hop Sensor Calibration with Uncertainty Estimates. - Balz Maag; Zimu Zhou; Lothar Thiele (SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI, 2019)

Disentangling Redundancy for Multi-Task Pruning. - Xiaoxi He; Dawei Gao; Zimu Zhou; Yongxin Tong; Lothar Thiele (CoRR, 2019)

Interaction Management in Crowdsourcing. - Yansheng Wang; Tianshu Song; Qian Tao; Yuxiang Zeng; Zimu Zhou; Yi Xu 013; Yongxin Tong; Lei Chen 002 (IEEE Data Eng. Bull., 2019)

ICT: In-field Calibration Transfer for Air Quality Sensor Deployments. - Yun Cheng; Xiaoxi He; Zimu Zhou; Lothar Thiele (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

Spatio-Temporal Analysis and Prediction of Cellular Traffic in Metropolis. - Xu Wang 018; Zimu Zhou; Fu Xiao 001; Kai Xing; Zheng Yang 002; Yunhao Liu 001; Chunyi Peng 001 (IEEE Trans. Mob. Comput., 2019)

A Survey on Bluetooth 5.0 and Mesh: New Milestones of IoT. - Junjie Yin; Zheng Yang 002; Hao Cao; Tongtong Liu; Zimu Zhou; Chenshu Wu (ACM Trans. Sens. Networks, 2019)

Adaptive Loss-Aware Quantization for Multi-Bit Networks. - Zhongnan Qu; Zimu Zhou; Yun Cheng; Lothar Thiele (CVPR, 2020)

Differentially Private Online Task Assignment in Spatial Crowdsourcing: A Tree-based Approach. - Qian Tao; Yongxin Tong; Zimu Zhou; Yexuan Shi; Lei Chen 002; Ke Xu 001 (ICDE, 2020)

MapTransfer : Urban Air Quality Map Generation for Downscaled Sensor Deployments. - Yun Cheng; Xiaoxi He; Zimu Zhou; Lothar Thiele (IoTDI, 2020)

Rethinking Pruning for Accelerating Deep Inference At the Edge. - Dawei Gao; Xiaoxi He; Zimu Zhou; Yongxin Tong; Ke Xu 001; Lothar Thiele (KDD, 2020)

AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles. - Sicong Liu 005; Junzhao Du; Kaiming Nan; Zimu Zhou; Atlas Wang; Yingyan Lin (CoRR, 2020)

Improving Urban Crowd Flow Prediction on Flexible Region Partition. - Xu Wang 018; Zimu Zhou; Yi Zhao 016; Xinglin Zhang; Kai Xing; Fu Xiao 001; Zheng Yang 002; Yunhao Liu 001 (IEEE Trans. Mob. Comput., 2020)

Urban Scale Trade Area Characterization for Commercial Districts with Cellular Footprints. - Yi Zhao 016; Zimu Zhou; Xu Wang 018; Tongtong Liu; Zheng Yang 002 (ACM Trans. Sens. Networks, 2020)

Spatial crowdsourcing: a survey. - Yongxin Tong; Zimu Zhou; Yuxiang Zeng; Lei Chen 002; Cyrus Shahabi (VLDB J., 2020)

Efficient and Fair Data Valuation for Horizontal Federated Learning. - Shuyue Wei; Yongxin Tong; Zimu Zhou; Tianshu Song (Federated Learning, 2020)

RevMan: Revenue-aware Multi-task Online Insurance Recommendation. - Yu Li; Yi Zhang; Lu Gan; Gengwei Hong; Zimu Zhou; Qiang Li 008 (AAAI, 2021)

Pruning Meta-Trained Networks for On-Device Adaptation. - Dawei Gao; Xiaoxi He; Zimu Zhou; Yongxin Tong; Lothar Thiele (CIKM, 2021)

EdgeDuet: Tiling Small Object Detection for Edge Assisted Autonomous Mobile Vision. - Xu Wang 018; Zheng Yang 002; Jiahang Wu; Yi Zhao 016; Zimu Zhou (INFOCOM, 2021)

Injecting Descriptive Meta-Information into Pre-Trained Language Models with Hypernetworks. - Wenying Duan; Xiaoxi He; Zimu Zhou; Hong Rao; Lothar Thiele (Interspeech, 2021)

Pruning-Aware Merging for Efficient Multitask Inference. - Xiaoxi He; Dawei Gao; Zimu Zhou; Yongxin Tong; Lothar Thiele (KDD, 2021)

Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing. - Dingyuan Shi; Yongxin Tong; Zimu Zhou; Bingchen Song; Weifeng Lv; Qiang Yang 001 (KDD, 2021)

Engaging Drivers in Ride Hailing via Competition: A Case Study with Arena. - Hao Cheng; Shuyue Wei; Lingyu Zhang 001; Zimu Zhou; Yongxin Tong (MDM, 2021)

A Differentially Private Task Planning Framework for Spatial Crowdsourcing. - Qian Tao; Yongxin Tong; Shuyuan Li; Yuxiang Zeng; Zimu Zhou; Ke Xu 001 (MDM, 2021)

Federated Topic Discovery: A Semantic Consistent Approach. - Yexuan Shi; Yongxin Tong; Zhiyang Su; Di Jiang; Zimu Zhou; Wenbin Zhang (IEEE Intell. Syst., 2021)

The Empathetic Car: Exploring Emotion Inference via Driver Behaviour and Traffic Context. - Shu Liu; Kevin Koch 001; Zimu Zhou; Simon Föll; Xiaoxi He; Tina Menke; Elgar Fleisch; Felix Wortmann (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2021)

AdaDeep: A Usage-Driven, Automated Deep Model Compression Framework for Enabling Ubiquitous Intelligent Mobiles. - Sicong Liu 005; Junzhao Du; Kaiming Nan; Zimu Zhou; Hui Liu 006; Zhangyang Wang; Yingyan Lin (IEEE Trans. Mob. Comput., 2021)

POSGen: Personalized Opening Sentence Generation for Online Insurance Sales. - Yu Li; Yi Zhang; Weijia Wu; Zimu Zhou; Qiang Li 008 (IEEE Big Data, 2022)

Data Source Selection in Federated Learning: A Submodular Optimization Approach. - Ruisheng Zhang; Yansheng Wang; Zimu Zhou; Ziyao Ren; Yongxin Tong; Ke Xu 001 (DASFAA (2), 2022)

Adaptive Task Planning for Large-Scale Robotized Warehouses. - Dingyuan Shi; Yongxin Tong; Zimu Zhou; Ke Xu 001; Wenzhe Tan; Hongbo Li 001 (ICDE, 2022)

Efficient Approximate Range Aggregation over Large-scale Spatial Data Federation (Extended Abstract). - Yexuan Shi; Yongxin Tong; Yuxiang Zeng; Zimu Zhou; Bolin Ding; Lei Chen 002 (ICDE, 2022)

Finding Meta Winning Ticket to Train Your MAML. - Dawei Gao; Yuexiang Xie; Zimu Zhou; Zhen Wang 036; Yaliang Li; Bolin Ding (KDD, 2022)

p-Meta: Towards On-device Deep Model Adaptation. - Zhongnan Qu; Zimu Zhou; Yongxin Tong; Lothar Thiele (KDD, 2022)

Fed-LTD: Towards Cross-Platform Ride Hailing via Federated Learning to Dispatch. - Yansheng Wang; Yongxin Tong; Zimu Zhou; Ziyao Ren; Yi Xu 013; Guobin Wu 001; Weifeng Lv (KDD, 2022)

Stitching Weight-Shared Deep Neural Networks for Efficient Multitask Inference on GPU. - Zeyu Wang 015; Xiaoxi He; Zimu Zhou; Xu Wang 018; Qiang Ma 007; Xin Miao; Zhuo Liu; Lothar Thiele; Zheng Yang 002 (SECON, 2022)

Hyper Attention Recurrent Neural Network: Tackling Temporal Covariate Shift in Time Series Analysis. - Wenying Duan; Xiaoxi He; Lu Zhou; Zimu Zhou; Lothar Thiele; Hong Rao (CoRR, 2022)

iSpray: Reducing Urban Air Pollution with Intelligent Water Spraying. - Yun Cheng; Zimu Zhou; Lothar Thiele (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

AdaEnlight: Energy-aware Low-light Video Stream Enhancement on Mobile Devices. - Sicong Liu 005; Xiaochen Li; Zimu Zhou; Bin Guo 001; Meng Zhang 047; Haochen Shen; Zhiwen Yu 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022)

Toward Nonintrusive Camera-Based Heart Rate Variability Estimation in the Car Under Naturalistic Condition. - Shu Liu; Kevin Koch 001; Zimu Zhou; Martin Maritsch; Xiaoxi He; Elgar Fleisch; Felix Wortmann (IEEE Internet Things J., 2022)

Hu-Fu: A Data Federation System for Secure Spatial Queries. - Xuchen Pan; Yongxin Tong; Chunbo Xue; Zimu Zhou; Junping Du 001; Yuxiang Zeng; Yexuan Shi; Xiaofei Zhang 002; Lei Chen 002; Yi Xu 013; Ke Xu 001; Weifeng Lv (Proc. VLDB Endow., 2022)

Hu-Fu: Efficient and Secure Spatial Queries over Data Federation. - Yongxin Tong; Xuchen Pan; Yuxiang Zeng; Yexuan Shi; Chunbo Xue; Zimu Zhou; Xiaofei Zhang 002; Lei Chen 002; Yi Xu 013; Ke Xu 001; Weifeng Lv (Proc. VLDB Endow., 2022)

Unified Route Planning for Shared Mobility: An Insertion-based Framework. - Yongxin Tong; Yuxiang Zeng; Zimu Zhou; Lei Chen 002; Ke Xu 001 (ACM Trans. Database Syst., 2022)

MoEnlight: Energy-efficient and self-adaptive Low-light Video Stream Enhancement on Mobile Devices. - Sicong Liu 005; Xiaochen Li; Zimu Zhou; Bin Guo 001; Yuan Xu; Zhiwen Yu 001 (ACM TUR-C, 2023)

Approximate k-Nearest Neighbor Query over Spatial Data Federation. - Kaining Zhang; Yongxin Tong; Yexuan Shi; Yuxiang Zeng; Yi Xu 013; Lei Chen 002; Zimu Zhou; Ke Xu 001; Weifeng Lv; Zhiming Zheng 001 (DASFAA (1), 2023)

Collision-Aware Route Planning in Warehouses Made Efficient: A Strip-based Framework. - Dingyuan Shi; Nan Zhou; Yongxin Tong; Zimu Zhou; Yi Xu 013; Ke Xu 001 (ICDE, 2023)

Distribution-Regularized Federated Learning on Non-IID Data. - Yansheng Wang; Yongxin Tong; Zimu Zhou; Ruisheng Zhang; Sinno Jialin Pan; Lixin Fan; Qiang Yang 001 (ICDE, 2023)

Towards Capacity-Aware Broker Matching: From Recommendation to Assignment. - Shuyue Wei; Yongxin Tong; Zimu Zhou; Qiaoyang Liu; Lulu Zhang; Yuxiang Zeng; Jieping Ye (ICDE, 2023)

Localised Adaptive Spatial-Temporal Graph Neural Network. - Wenying Duan; Xiaoxi He; Zimu Zhou; Lothar Thiele; Hong Rao (KDD, 2023)

DM-PFL: Hitchhiking Generic Federated Learning for Efficient Shift-Robust Personalization. - Wenhao Zhang; Zimu Zhou; Yansheng Wang; Yongxin Tong (KDD, 2023)

Efficient and Private Federated Trajectory Matching. - Yuxiang Wang; Yuxiang Zeng; Yi Xu 013; Zimu Zhou; Yongxin Tong (CoRR, 2023)

Federated Computing: Query, Learning, and Beyond. - Yongxin Tong; Yuxiang Zeng; Zimu Zhou; Boyi Liu 002; Yexuan Shi; Shuyuan Li; Ke Xu 001; Weifeng Lv (IEEE Data Eng. Bull., 2023)

Efficient Approximate Range Aggregation Over Large-Scale Spatial Data Federation. - Yexuan Shi; Yongxin Tong; Yuxiang Zeng; Zimu Zhou; Bolin Ding; Lei Chen 002 (IEEE Trans. Knowl. Data Eng., 2023)

Genie in the Model: Automatic Generation of Human-in-the-Loop Deep Neural Networks for Mobile Applications. - Yanfei Wang; Zhiwen Yu 001; Sicong Liu 005; Zimu Zhou; Bin Guo 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

On-Device Deep Multi-Task Inference via Multi-Task Zipping. - Xiaoxi He; Xu Wang 018; Zimu Zhou; Jiahang Wu; Zheng Yang 002; Lothar Thiele (IEEE Trans. Mob. Comput., 2023)

EdgeDuet: Tiling Small Object Detection for Edge Assisted Autonomous Mobile Vision. - Zheng Yang 002; Xu Wang 018; Jiahang Wu; Yi Zhao 016; Qiang Ma 007; Xin Miao; Li Zhang 028; Zimu Zhou (IEEE/ACM Trans. Netw., 2023)

Efficient and Secure Skyline Queries Over Vertical Data Federation. - Yuanyuan Zhang 013; Yexuan Shi; Zimu Zhou; Chunbo Xue; Yi Xu 013; Ke Xu 001; Junping Du 001 (IEEE Trans. Knowl. Data Eng., 2023)

Deep Learning Inference on Heterogeneous Mobile Processors: Potentials and Pitfalls. - Sicong Liu 005; Wentao Zhou; Zimu Zhou; Bin Guo 001; Minfan Wang; Cheng Fang; Zheng Lin; Zhiwen Yu 001 (AdaAIoTSys@MobiSys, 2024)

Graph-constrained diffusion for End-to-End Path Planning. - Dingyuan Shi; Yongxin Tong; Zimu Zhou; Ke Xu 001; Zheng Wang; Jieping Ye (ICLR, 2024)

CASA: Clustered Federated Learning with Asynchronous Clients. - Boyi Liu 002; Yiming Ma 005; Zimu Zhou; Yexuan Shi; Shuyuan Li; Yongxin Tong (KDD, 2024)

FedGTP: Exploiting Inter-Client Spatial Dependency in Federated Graph-based Traffic Prediction. - Linghua Yang; Wantong Chen; Xiaoxi He; Shuyue Wei; Yi Xu 013; Zimu Zhou; Yongxin Tong (KDD, 2024)

LATTE: Layer Algorithm-aware Training Time Estimation for Heterogeneous Federated Learning. - Kun Wang 051; Zimu Zhou; Zhenjiang Li (MobiCom, 2024)

Pantheon: Preemptible Multi-DNN Inference on Mobile Edge GPUs. - Lixiang Han; Zimu Zhou; Zhenjiang Li (MobiSys, 2024)

AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments. - Cheng Fang; Sicong Liu 005; Zimu Zhou; Bin Guo 001; Jiaqi Tang 005; Ke Ma; Zhiwen Yu 001 (SenSys, 2024)

DeCoCDR: Deployable Cloud-Device Collaboration for Cross-Domain Recommendation. - Yu Li; Yi Zhang; Zimu Zhou; Qiang Li 008 (SIGIR, 2024)

Enabling Resource-Efficient AIoT System With Cross-Level Optimization: A Survey. - Sicong Liu 005; Bin Guo 001; Cheng Fang; Ziqi Wang; Shiyan Luo; Zimu Zhou; Zhiwen Yu 001 (IEEE Commun. Surv. Tutorials, 2024)

EchoPFL: Asynchronous Personalized Federated Learning on Mobile Devices with On-Demand Staleness Control. - Xiaochen Li; Sicong Liu 005; Zimu Zhou; Bin Guo 001; Yuan Xu; Zhiwen Yu 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2024)

FedSM: A Practical Federated Shared Mobility System. - Shuyue Wei; Yuanyuan Zhang 013; Zimu Zhou; Tianlong Zhang; Ke Xu 001 (Proc. VLDB Endow., 2024)

An Experimental Study on Federated Equi-Joins. - Shuyuan Li; Yuxiang Zeng; Yuxiang Wang; Yiman Zhong; Zimu Zhou; Yongxin Tong (IEEE Trans. Knowl. Data Eng., 2024)

SwapNet: Efficient Swapping for DNN Inference on Edge AI Devices Beyond the Memory Budget. - Kun Wang 051; Jiani Cao; Zimu Zhou; Zhenjiang Li (IEEE Trans. Mob. Comput., 2024)

RAPNet: Resolution-Adaptive and Predictive Early Exit Network for Efficient Image Recognition. - Youbing Hu; Yun Cheng; Zimu Zhou; Zhiqiang Cao; Anqi Lu; Jie Liu 001; Min Zhang 005; Zhijun Li 002 (IEEE Internet Things J., 2024)

Efficient and Private Federated Trajectory Matching. - Yuxiang Wang; Yuxiang Zeng; Shuyuan Li; Yuanyuan Zhang 013; Zimu Zhou; Yongxin Tong (IEEE Trans. Knowl. Data Eng., 2024)

Patching in Order: Efficient On-Device Model Fine-Tuning for Multi-DNN Vision Applications. - Zhiqiang Cao; Yun Cheng; Zimu Zhou; Anqi Lu; Youbing Hu; Jie Liu 001; Min Zhang 005; Zhijun Li 002 (IEEE Trans. Mob. Comput., 2024)

Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering. - Yiming Niu; Jinliang Deng; Lulu Zhang; Zimu Zhou; Yongxin Tong (ICDE, 2025)

Timestamp Approximate Nearest Neighbor Search Over High-Dimensional Vector Data. - Yuxiang Wang; Ziyuan He; Yongxin Tong; Zimu Zhou; Yiman Zhong (ICDE, 2025)

Efficient Data Valuation Approximation in Federated Learning: A Sampling-Based Approach. - Shuyue Wei; Yongxin Tong; Zimu Zhou; Tianran He; Yi Xu 013 (ICDE, 2025)

Dynamic Localisation of Spatial-Temporal Graph Neural Network. - Wenying Duan; Shujun Guo; Zimu Zhou; Wei Huang 013; Hong Rao; Xiaoxi He (KDD (1), 2025)

Towards practical data alignment in production federated learning. - Yexuan Shi; Wei Yu 001; Yuanyuan Zhang 013; Chunbo Xue; Yuxiang Zeng; Zimu Zhou; Manxue Guo; Lun Xin; Wenjing Nie (Frontiers Comput. Sci., 2025)

FoCTTA: Low-Memory Continual Test-Time Adaptation with Focus. - Youbing Hu; Yun Cheng; Zimu Zhou; Anqi Lu; Zhiqiang Cao; Zhijun Li 002 (CoRR, 2025)

Edge-Cloud Collaborated Object Detection via Bandwidth Adaptive Difficult-Case Discriminator. - Zhiqiang Cao; Yun Cheng; Zimu Zhou; Yongrui Chen 001; Youbing Hu; Anqi Lu; Jie Liu 001; Zhijun Li 002 (IEEE Trans. Mob. Comput., 2025)

DeepSwarm: towards swarm deep learning with bi-directional optimization of data acquisition and processing. - Sicong Liu 005; Bin Guo 001; Ziqi Wang; Lehao Wang; Zimu Zhou; Xiaochen Li; Zhiwen Yu 001 (Frontiers Comput. Sci., 2025)

ClassTer: Mobile Shift-Robust Personalized Federated Learning via Class-Wise Clustering. - Xiaochen Li; Sicong Liu 005; Zimu Zhou; Yuan Xu; Bin Guo 001; Zhiwen Yu 001 (IEEE Trans. Mob. Comput., 2025)

Hu-Fu: efficient and secure spatial queries over data federation. - Yongxin Tong; Yuxiang Zeng; Yang Song; Xuchen Pan; Zeheng Fan; Chunbo Xue; Zimu Zhou; Xiaofei Zhang 002; Lei Chen 002; Yi Xu 013; Ke Xu 001; Weifeng Lv (VLDB J., 2025)

Federated reasoning LLMs: a survey. - Shuyue Wei; Yongxin Tong; Zimu Zhou; Yi Xu 013; Jingkai Gao; Tongyu Wei; Tianran He; Weifeng Lv (Frontiers Comput. Sci., 2025)