| 2026 | DASFAA | Harnessing Asynchrony to Balance Modalities in Multi-modal Federated Learning. | Yiming Ma, Boyi Liu, Zimu Zhou, Yanfeng Wang, Yongxin Tong |
| 2026 | ICDE | Federated Retrieval Over Embedding-Heterogeneous Vector Databases. | Yuxiang Wang, Yongxin Tong, Zimu Zhou, Ziyuan He, Ruixi Hu, Ke Xu |
| 2026 | INFOCOM | Towards Asynchronous Client Collaboration in Personalized Federated Learning. | Boyi Liu, Zimu Zhou, Pengfei Gao, Shuo Kang, Yongxin Tong |
| 2026 | SIGIR | FedMosaic: Federated Retrieval-Augmented Generation via Parametric Adapters. | Zhilin Liang, Yuxiang Wang, Zimu Zhou, Hainan Zhang, Boyi Liu, Yongxin Tong |
| 2025 | ICDE | Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering. | Yiming Niu, Jinliang Deng, Lulu Zhang, Zimu Zhou, Yongxin Tong |
| 2025 | ICDE | Timestamp Approximate Nearest Neighbor Search Over High-Dimensional Vector Data. | Yuxiang Wang, Ziyuan He, Yongxin Tong, Zimu Zhou, Yiman Zhong |
| 2025 | ICDE | Efficient Data Valuation Approximation in Federated Learning: A Sampling-Based Approach. | Shuyue Wei, Yongxin Tong, Zimu Zhou, Tianran He, Yi Xu |
| 2025 | KDD | Dynamic Localisation of Spatial-Temporal Graph Neural Network. | Wenying Duan, Shujun Guo, Zimu Zhou, Wei Huang, Hong Rao, Xiaoxi He |
| 2025 | KDD | DarkDistill: Difficulty-Aligned Federated Early-Exit Network Training on Heterogeneous Devices. | Lehao Qu, Shuyuan Li, Zimu Zhou, Boyi Liu, Yi Xu, Yongxin Tong |
| 2025 | MOBICOM | Poster: Asynchronous Federated Learning Library and Benchmark with AFL-Lib. | Boyi Liu, Shuyuan Li, Zimu Zhou, Shuo Kang, Yiming Ma, Yongxin Tong |
| 2024 | ICLR | Graph-constrained diffusion for End-to-End Path Planning. | Dingyuan Shi, Yongxin Tong, Zimu Zhou, Ke Xu, Zheng Wang, Jieping Ye |
| 2024 | KDD | CASA: Clustered Federated Learning with Asynchronous Clients. | Boyi Liu, Yiming Ma, Zimu Zhou, Yexuan Shi, Shuyuan Li, Yongxin Tong |
| 2024 | KDD | FedGTP: Exploiting Inter-Client Spatial Dependency in Federated Graph-based Traffic Prediction. | Linghua Yang, Wantong Chen, Xiaoxi He, Shuyue Wei, Yi Xu, Zimu Zhou, Yongxin Tong |
| 2024 | MOBICOM | LATTE: Layer Algorithm-aware Training Time Estimation for Heterogeneous Federated Learning. | Kun Wang, Zimu Zhou, Zhenjiang Li |
| 2024 | Mobisys | Pantheon: Preemptible Multi-DNN Inference on Mobile Edge GPUs. | Lixiang Han, Zimu Zhou, Zhenjiang Li |
| 2024 | SIGIR | DeCoCDR: Deployable Cloud-Device Collaboration for Cross-Domain Recommendation. | Yu Li, Yi Zhang, Zimu Zhou, Qiang Li |
| 2024 | SENSYS | AdaShadow: Responsive Test-time Model Adaptation in Non-stationary Mobile Environments. | Cheng Fang, Sicong Liu, Zimu Zhou, Bin Guo, Jiaqi Tang, Ke Ma, Zhiwen Yu |
| 2023 | DASFAA | Approximate k-Nearest Neighbor Query over Spatial Data Federation. | Kaining Zhang, Yongxin Tong, Yexuan Shi, Yuxiang Zeng, Yi Xu, Lei Chen, Zimu Zhou, Ke Xu, Weifeng Lv, Zhiming Zheng |
| 2023 | ICDE | Collision-Aware Route Planning in Warehouses Made Efficient: A Strip-based Framework. | Dingyuan Shi, Nan Zhou, Yongxin Tong, Zimu Zhou, Yi Xu, Ke Xu |
| 2023 | ICDE | Distribution-Regularized Federated Learning on Non-IID Data. | Yansheng Wang, Yongxin Tong, Zimu Zhou, Ruisheng Zhang, Sinno Jialin Pan, Lixin Fan, Qiang Yang |
| 2023 | ICDE | Towards Capacity-Aware Broker Matching: From Recommendation to Assignment. | Shuyue Wei, Yongxin Tong, Zimu Zhou, Qiaoyang Liu, Lulu Zhang, Yuxiang Zeng, Jieping Ye |
| 2023 | KDD | Localised Adaptive Spatial-Temporal Graph Neural Network. | Wenying Duan, Xiaoxi He, Zimu Zhou, Lothar Thiele, Hong Rao |
| 2023 | KDD | DM-PFL: Hitchhiking Generic Federated Learning for Efficient Shift-Robust Personalization. | Wenhao Zhang, Zimu Zhou, Yansheng Wang, Yongxin Tong |
| 2022 | DASFAA | Data Source Selection in Federated Learning: A Submodular Optimization Approach. | Ruisheng Zhang, Yansheng Wang, Zimu Zhou, Ziyao Ren, Yongxin Tong, Ke Xu |
| 2022 | ICDE | Adaptive Task Planning for Large-Scale Robotized Warehouses. | Dingyuan Shi, Yongxin Tong, Zimu Zhou, Ke Xu, Wenzhe Tan, Hongbo Li |
| 2022 | ICDE | Efficient Approximate Range Aggregation over Large-scale Spatial Data Federation (Extended Abstract). | Yexuan Shi, Yongxin Tong, Yuxiang Zeng, Zimu Zhou, Bolin Ding, Lei Chen |
| 2022 | KDD | Finding Meta Winning Ticket to Train Your MAML. | Dawei Gao, Yuexiang Xie, Zimu Zhou, Zhen Wang, Yaliang Li, Bolin Ding |
| 2022 | KDD | p-Meta: Towards On-device Deep Model Adaptation. | Zhongnan Qu, Zimu Zhou, Yongxin Tong, Lothar Thiele |
| 2022 | KDD | Fed-LTD: Towards Cross-Platform Ride Hailing via Federated Learning to Dispatch. | Yansheng Wang, Yongxin Tong, Zimu Zhou, Ziyao Ren, Yi Xu, Guobin Wu, Weifeng Lv |
| 2022 | SECON | Stitching Weight-Shared Deep Neural Networks for Efficient Multitask Inference on GPU. | Zeyu Wang, Xiaoxi He, Zimu Zhou, Xu Wang, Qiang Ma, Xin Miao, Zhuo Liu, Lothar Thiele, Zheng Yang |
| 2021 | AAAI | RevMan: Revenue-aware Multi-task Online Insurance Recommendation. | Yu Li, Yi Zhang, Lu Gan, Gengwei Hong, Zimu Zhou, Qiang Li |
| 2021 | CIKM | Pruning Meta-Trained Networks for On-Device Adaptation. | Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Lothar Thiele |
| 2021 | INFOCOM | EdgeDuet: Tiling Small Object Detection for Edge Assisted Autonomous Mobile Vision. | Xu Wang, Zheng Yang, Jiahang Wu, Yi Zhao, Zimu Zhou |
| 2021 | Interspeech | Injecting Descriptive Meta-Information into Pre-Trained Language Models with Hypernetworks. | Wenying Duan, Xiaoxi He, Zimu Zhou, Hong Rao, Lothar Thiele |
| 2021 | KDD | Pruning-Aware Merging for Efficient Multitask Inference. | Xiaoxi He, Dawei Gao, Zimu Zhou, Yongxin Tong, Lothar Thiele |
| 2021 | KDD | Learning to Assign: Towards Fair Task Assignment in Large-Scale Ride Hailing. | Dingyuan Shi, Yongxin Tong, Zimu Zhou, Bingchen Song, Weifeng Lv, Qiang Yang |
| 2021 | MDM | Engaging Drivers in Ride Hailing via Competition: A Case Study with Arena. | Hao Cheng, Shuyue Wei, Lingyu Zhang, Zimu Zhou, Yongxin Tong |
| 2021 | MDM | A Differentially Private Task Planning Framework for Spatial Crowdsourcing. | Qian Tao, Yongxin Tong, Shuyuan Li, Yuxiang Zeng, Zimu Zhou, Ke Xu |
| 2020 | CVPR | Adaptive Loss-Aware Quantization for Multi-Bit Networks. | Zhongnan Qu, Zimu Zhou, Yun Cheng, Lothar Thiele |
| 2020 | ICDE | Differentially Private Online Task Assignment in Spatial Crowdsourcing: A Tree-based Approach. | Qian Tao, Yongxin Tong, Zimu Zhou, Yexuan Shi, Lei Chen, Ke Xu |
| 2020 | KDD | Rethinking Pruning for Accelerating Deep Inference At the Edge. | Dawei Gao, Xiaoxi He, Zimu Zhou, Yongxin Tong, Ke Xu, Lothar Thiele |
| 2019 | AAAI | Preference-Aware Task Assignment in On-Demand Taxi Dispatching: An Online Stable Matching Approach. | Boming Zhao, Pan Xu, Yexuan Shi, Yongxin Tong, Zimu Zhou, Yuxiang Zeng |
| 2019 | CIKM | Recommendation-based Team Formation for On-demand Taxi-calling Platforms. | Lingyu Zhang, Tianshu Song, Yongxin Tong, Zimu Zhou, Dan Li, Wei Ai, Lulu Zhang, Guobin Wu, Yan Liu, Jieping Ye |
| 2019 | ICDE | Interaction-Aware Arrangement for Event-Based Social Networks. | Feifei Kou, Zimu Zhou, Hao Cheng, Junping Du, Yexuan Shi, Pan Xu |
| 2019 | ICDE | SLADE: A Smart Large-Scale Task Decomposer in Crowdsourcing. | Yongxin Tong, Lei Chen, Zimu Zhou, H. V. Jagadish, Lidan Shou, Weifeng Lv |
| 2019 | INFOCOM | CellTradeMap: Delineating Trade Areas for Urban Commercial Districts with Cellular Networks. | Yi Zhao, Zimu Zhou, Xu Wang, Tongtong Liu, Yunhao Liu, Zheng Yang |
| 2019 | UIC | Enhancing Multi-hop Sensor Calibration with Uncertainty Estimates. | Balz Maag, Zimu Zhou, Lothar Thiele |
| 2018 | DASFAA | Multi-Worker-Aware Task Planning in Real-Time Spatial Crowdsourcing. | Qian Tao, Yuxiang Zeng, Zimu Zhou, Yongxin Tong, Lei Chen, Ke Xu |
| 2018 | ICDE | Latency-Oriented Task Completion via Spatial Crowdsourcing. | Yuxiang Zeng, Yongxin Tong, Lei Chen, Zimu Zhou |
| 2018 | KDD | Demand-Aware Charger Planning for Electric Vehicle Sharing. | Bowen Du, Yongxin Tong, Zimu Zhou, Qian Tao, Wenjun Zhou |
| 2018 | Mobisys | On-Demand Deep Model Compression for Mobile Devices: A Usage-Driven Model Selection Framework. | Sicong Liu, Yingyan Lin, Zimu Zhou, Kaiming Nan, Hui Liu, Junzhao Du |
| 2018 | SIGMOD | Dynamic Pricing in Spatial Crowdsourcing: A Matching-Based Approach. | Yongxin Tong, Libin Wang, Zimu Zhou, Lei Chen, Bowen Du, Jieping Ye |
| 2017 | CHI | Inferring Motion Direction using Commodity Wi-Fi for Interactive Exergames. | Kun Qian, Chenshu Wu, Zimu Zhou, Yue Zheng, Zheng Yang, Yunhao Liu |
| 2017 | ICNP | Spatio-temporal analysis and prediction of cellular traffic in metropolis. | Xu Wang, Zimu Zhou, Zheng Yang, Yunhao Liu, Chunyi Peng |
| 2017 | ICPADS | BARTON: Low Power Tongue Movement Sensing with In-Ear Barometers. | Balz Maag, Zimu Zhou, Olga Saukh, Lothar Thiele |
| 2017 | INFOCOM | TUM: Towards ubiquitous multi-device localization for cross-device interaction. | Han Xu, Zheng Yang, Zimu Zhou, Ke Yi, Chunyi Peng |
| 2017 | KDD | 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, Jie Wang, Qiang Yang, Jieping Ye, Weifeng Lv |
| 2017 | Mobiquitous | BikeMate: Bike Riding Behavior Monitoring with Smartphones. | Weixi Gu, Zimu Zhou, Yuxun Zhou, Han Zou, Yunxin Liu, Costas J. Spanos, Lin Zhang |
| 2017 | Mobisys | Enabling Gesture-based Interactions with Objects. | Longfei Shangguan, Zimu Zhou, Kyle Jamieson |
| 2017 | SENSYS | Predicting Blood Glucose Dynamics with Multi-time-series Deep Learning. | Weixi Gu, Zimu Zhou, Yuxun Zhou, Miao He, Han Zou, Lin Zhang |
| 2016 | INFOCOM | Tuning by turning: Enabling phased array signal processing for WiFi with inertial sensors. | Kun Qian, Chenshu Wu, Zheng Yang, Zimu Zhou, Xu Wang, Yunhao Liu |
| 2016 | INFOCOM | Smokey: Ubiquitous smoking detection with commercial WiFi infrastructures. | Xiaolong Zheng, Jiliang Wang, Longfei Shangguan, Zimu Zhou, Yunhao Liu |
| 2016 | LCN | Rapid Deployment Indoor Localization without Prior Human Participation. | Han Xu, Zimu Zhou, Longfei Shangguan |
| 2016 | Mobiquitous | MetroEye: Smart Tracking Your Metro Trips Underground. | Weixi Gu, Ming Jin, Zimu Zhou, Costas J. Spanos, Lin Zhang |
| 2015 | ICDCS | On Multipath Link Characterization and Adaptation for Device-Free Human Detection. | Zimu Zhou, Zheng Yang, Chenshu Wu, Yunhao Liu, Lionel M. Ni |
| 2015 | ICPADS | BEP: Bit Error Pattern Measurement and Analysis in IEEE 802.11. | Jiayue Li, Zimu Zhou, Chen Zhang, Liang Yin, Lionel M. Ni |
| 2015 | INFOCOM | Ambient rendezvous: Energy-efficient neighbor discovery via acoustic sensing. | Keyu Wang, Zheng Yang, Zimu Zhou, Yunhao Liu, Lionel M. Ni |
| 2015 | INFOCOM | PhaseU: Real-time LOS identification with WiFi. | Chenshu Wu, Zheng Yang, Zimu Zhou, Kun Qian, Yunhao Liu, Mingyan Liu |
| 2015 | NSDI | Relative Localization of RFID Tags using Spatial-Temporal Phase Profiling. | Longfei Shangguan, Zheng Yang, Alex X. Liu, Zimu Zhou, Yunhao Liu |
| 2015 | SENSYS | FEMO: A Platform for Free-weight Exercise Monitoring with RFIDs. | Han Ding, Longfei Shangguan, Zheng Yang, Jinsong Han, Zimu Zhou, Panlong Yang, Wei Xi, Jizhong Zhao |
| 2015 | SENSYS | ShopMiner: Mining Customer Shopping Behavior in Physical Clothing Stores with COTS RFID Devices. | Longfei Shangguan, Zimu Zhou, Xiaolong Zheng, Lei Yang, Yunhao Liu, Jinsong Han |
| 2014 | ICDCS | NomLoc: Calibration-Free Indoor Localization with Nomadic Access Points. | Jiang Xiao, Youwen Yi, Lu Wang, Haochao Li, Zimu Zhou, Kaishun Wu, Lionel M. Ni |
| 2014 | ICPADS | PADS: Passive detection of moving targets with dynamic speed using PHY layer information. | Kun Qian, Chenshu Wu, Zheng Yang, Yunhao Liu, Zimu Zhou |
| 2014 | ICPADS | Sensor-free corner shape detection by wireless networks. | Yuxi Wang, Zimu Zhou, Kaishun Wu |
| 2014 | INFOCOM | LiFi: Line-Of-Sight identification with WiFi. | Zimu Zhou, Zheng Yang, Chenshu Wu, Wei Sun, Yunhao Liu |
| 2014 | MOBICOM | We can hear you with Wi-Fi! | Guanhua Wang, Yongpan Zou, Zimu Zhou, Kaishun Wu, Lionel M. Ni |
| 2013 | INFOCOM | Towards omnidirectional passive human detection. | Zimu Zhou, Zheng Yang, Chenshu Wu, Longfei Shangguan, Yunhao Liu |