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个人简介

杨铮,清华大学软件学院副教授,北京信息科学与技术国家研究中心成员。在清华大学计算机系获得工学学士学位,在香港科技大学计算机系获得工学博士学位。研究方向为物联网与工业互联网。发表论文100余篇,出版中、英文学术专著3部。获得国家自然科学奖二等奖。担任INFOCOM等国际学术会议程序委员以及ACM IMWUT、IEEE Transactions on Vehicular Technology (IEEE TVT)的编委。 教育背景 2006年在清华大学计算机系获得学士学位,2010年在香港科技大学计算机系获得博士学位 工作履历 现为清华大学软件学院讲师,清华信息科学与技术国家实验室成员 学术兼职 期刊编委(Associate Editor) Ad Hoc & Sensor Wireless Networks (2012 - 2015) IEEE Transactions on Vehicular Technology (IEEE TVT) (2015 - present) 会议程序委员会委员(Program Committee Member) IEEE INFOCOM (2013, 2014, 2015, 2016, 2017) ACM MobiHoc (2014) IEEE ICDCS (2012, 2013, 2016) 奖励与荣誉 国家自然科学奖二等奖(第四完成人) IEEE TrustCom最佳论文 IEEE Computer Magazine亮点论文 ACM CHI 最佳论文提名

研究领域

物联网、工业互联网、定位与感知、群智感知、智慧城市、区块链等

近期论文

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Guoxuan Chi, Jingao Xu, Jialin Zhang, Qian Zhang, Qiang Ma, Zheng Yang: Locate, Tell, and Guide: Enabling Public Cameras to Navigate the Public. IEEE Trans. Mob. Comput. 22(2): 1010-1024 (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): 2878-2891 (2023) Liang Dong, Zheng Yang, Xinjun Cai, Yi Zhao, Qiang Ma, Xin Miao: WAVE: Edge-Device Cooperated Real-Time Object Detection for Open-Air Applications. IEEE Trans. Mob. Comput. 22(7): 4347-4357 (2023) Yi Zhao, Zheng Yang, Xiaowu He, Xinjun Cai, Xin Miao, Qiang Ma: Trine: Cloud-Edge-Device Cooperated Real-Time Video Analysis for Household Applications. IEEE Trans. Mob. Comput. 22(8): 4973-4985 (2023) Xinglin Zhang, Zhaojing Ou, Zheng Yang: FedMPT: Federated Learning for Multiple Personalized Tasks Over Mobile Computing. IEEE Trans. Netw. Sci. Eng. 10(4): 2358-2371 (2023) Yue Wu, Fan Li, Yadong Xie, Yu Wang, Zheng Yang: SymListener: Detecting Respiratory Symptoms via Acoustic Sensing in Driving Environments. ACM Trans. Sens. Networks 19(1): 3:1-3:21 (2023) Junjie Yin, Zheng Yang, Sicong Liao, Chunhui Duan, Xuan Ding, Li Zhang: TagFocus: Towards Fine-Grained Multi-Object Identification in RFID-based Systems with Visual Aids. ACM Trans. Sens. Networks 19(1): 9:1-9:22 (2023) Guidong Zhang, Guoxuan Chi, Yi Zhang, Xuan Ding, Zheng Yang: Push the Limit of Millimeter-wave Radar Localization. ACM Trans. Sens. Networks 19(3): 59:1-59:21 (2023) Zeyu Wang, Jingao Xu, Xu Wang, Xiangwen Zhuge, Xiaowu He, Zheng Yang: Industrial Knee-jerk: In-Network Simultaneous Planning and Control on a TSN Switch. MobiSys 2023: 356-369 Yi Zhang, Weiying Hou, Zheng Yang, Chenshu Wu: VeCare: Statistical Acoustic Sensing for Automotive In-Cabin Monitoring. NSDI 2023: 1185-1200 Zheng Yang, Yi Zhang, Kun Qian, Chenshu Wu: SLNet: A Spectrogram Learning Neural Network for Deep Wireless Sensing. NSDI 2023: 1221-1236 Yinan Zhu, Chunhui Duan, Xuan Ding, Zheng Yang: RoSense: Refining LOS Signal Phase for Robust RFID Sensing via Spinning Antenna. IEEE Internet Things J. 9(23): 24135-24147 (2022) Yi Zhang, Yue Zheng, Kun Qian, Guidong Zhang, Yunhao Liu, Chenshu Wu, Zheng Yang: Widar3.0: Zero-Effort Cross-Domain Gesture Recognition With Wi-Fi. IEEE Trans. Pattern Anal. Mach. Intell. 44(11): 8671-8688 (2022) Jing Chu, Xu Wang, Kun Qian, Lina Yao, Fu Xiao, Jianbo Li, Zheng Yang: Passenger Demand Prediction With Cellular Footprints. IEEE Trans. Mob. Comput. 21(1): 252-263 (2022) Dalin Zhang, Lina Yao, Kaixuan Chen, Zheng Yang, Xin Gao, Yunhao Liu: Preventing Sensitive Information Leakage From Mobile Sensor Signals via Integrative Transformation. IEEE Trans. Mob. Comput. 21(12): 4517-4528 (2022) Yi Zhang, Yue Zheng, Guidong Zhang, Kun Qian, Chen Qian, Zheng Yang: GaitSense: Towards Ubiquitous Gait-Based Human Identification with Wi-Fi. ACM Trans. Sens. Networks 18(1): 1:1-1:24 (2022) Danyang Li, Jingao Xu, Zheng Yang, Chenshu Wu, Jianbo Li, Nicholas D. Lane: Wireless Localization with Spatial-Temporal Robust Fingerprints. ACM Trans. Sens. Networks 18(1): 15:1-15:23 (2022) Zheng Yang, Gaolei Li, Jun Wu, Wu Yang: Propagable Backdoors over Blockchain-based Federated Learning via Sample-Specific Eclipse. GLOBECOM 2022: 2579-2584 Jialin Zhang, Xiang Huang, Jingao Xu, Yue Wu, Qiang Ma, Xin Miao, Li Zhang, Pengpeng Chen, Zheng Yang: Edge Assisted Real-time Instance Segmentation on Mobile Devices. ICDCS 2022: 537-547 Yi Zhao, Zheng Yang, Xiaowu He, Jiahang Wu, Hao Cao, Liang Dong, Fan Dang, Yunhao Liu: E-TSN: Enabling Event-triggered Critical Traffic in Time-Sensitive Networking for Industrial Applications. ICDCS 2022: 691-701 Xinjun Cai, Zheng Yang, Liang Dong, Qiang Ma, Xin Miao, Zhuo Liu: DiTing: Edge Assisted Real-time ID-aware Visual Interaction for Multi-user Augmented Reality. ICPADS 2022: 737-744 Guoxuan Chi, Zheng Yang, Jingao Xu, Chenshu Wu, Jialin Zhang, Jianzhe Liang, Yunhao Liu: Wi-drone: wi-fi-based 6-DoF tracking for indoor drone flight control. MobiSys 2022: 56-68 Danyang Li, Jingao Xu, Zheng Yang, Qian Zhang, Qiang Ma, Li Zhang, Pengpeng Chen: Motion inspires notion: self-supervised visual-LiDAR fusion for environment depth estimation. MobiSys 2022: 114-127 Jingao Xu, Hao Cao, Zheng Yang, Longfei Shangguan, Jialin Zhang, Xiaowu He, Yunhao Liu: SwarmMap: Scaling Up Real-time Collaborative Visual SLAM at the Edge. NSDI 2022: 977-993 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: 145-153 Yinan Zhu, Chunhui Duan, Xuan Ding, Zheng Yang: ReaderPrint: A Universal Method for RFID Readers Authentication Based on Impedance Mismatch. SECON 2022: 352-360 Zheng Yang, Yi Zhang, Guoxuan Chi, Guidong Zhang: Hands-on Wireless Sensing with Wi-Fi: A Tutorial. CoRR abs/2206.09532 (2022) Zheng Yang, Kun Qian, Chenshu Wu, Yi Zhang: Smart Wireless Sensing - From IoT to AIoT. Springer 2021, ISBN 978-981-16-5657-6, pp. 3-234 Jing Xu, Kai Xing, Chi Zhang, Shuo Zhang, Zhonghu Xu, Chunlin Zhong, Haojin Zhu, Zheng Yang, Yunhao Liu: Collective Memory for Detecting Nonconcurrent Clones: A Localized Approach for Global Topology and Identity Tracing in IoT Networks. IEEE Internet Things J. 8(7): 5762-5777 (2021) Kai Zhang, Yi Zhao, Chenshu Wu, Chaofan Yang, Kehong Huang, Chunyi Peng, Yunhao Liu, Zheng Yang: ChromaCode: A Fully Imperceptible Screen-Camera Communication System. IEEE Trans. Mob. Comput. 20(3): 861-876 (2021) Jingao Xu, Erqun Dong, Qiang Ma, Chenshu Wu, Zheng Yang: Smartphone-Based Indoor Visual Navigation with Leader-Follower Mode. ACM Trans. Sens. Networks 17(2): 18:1-18:22 (2021) Liang Dong, Xinjun Cai, Zheng Yang: Gain Without Pain: Enabling Real-time Environmental Perception on 2x Mobile Devices in Multiplayer Augmented Reality. ICPADS 2021: 514-521 Yinan Zhu, Chunhui Duan, Xuan Ding, Zheng Yang: B-AUT: A Universal Architecture for Batch RFID Tags Authentication. ICPADS 2021: 755-762 Hao Yuan, Qiang Ma, Zhe Hu, Xiaoxiang Li, Xu Wang, Zheng Yang: LinkStream: A Liquidity Modeling System on Large-Scale Video Stream in Oilfield. ICPADS 2021: 780-787 Danyang Li, Jingao Xu, Zheng Yang, Yumeng Lu, Qian Zhang, Xinglin Zhang: Train Once, Locate Anytime for Anyone: Adversarial Learning based Wireless Localization. INFOCOM 2021: 1-10 Xu Wang, Zheng Yang, Jiahang Wu, Yi Zhao, Zimu Zhou: EdgeDuet: Tiling Small Object Detection for Edge Assisted Autonomous Mobile Vision. INFOCOM 2021: 1-10 Jingao Xu, Guoxuan Chi, Zheng Yang, Danyang Li, Qian Zhang, Qiang Ma, Xin Miao: FollowUpAR: enabling follow-up effects in mobile AR applications. MobiSys 2021: 1-13 Kun Qian, Yumeng Lu, Zheng Yang, Kai Zhang, Kehong Huang, Xinjun Cai, Chenshu Wu, Yunhao Liu: AIRCODE: Hidden Screen-Camera Communication on an Invisible and Inaudible Dual Channel. NSDI 2021: 457-470 Junjie Yin, Sicong Liao, Chunhui Duan, Xuan Ding, Zheng Yang, Zuwei Yin: Robust RFID-Based Multi-Object Identification and Tracking with Visual Aids. SECON 2021: 1-9 Xiang Zhang, Lina Yao, Chaoran Huang, Tao Gu, Zheng Yang, Yunhao Liu: DeepKey: A Multimodal Biometric Authentication System via Deep Decoding Gaits and Brainwaves. ACM Trans. Intell. Syst. Technol. 11(4): 49:1-49:24 (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): 2804-2817 (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): 42:1-42:20 (2020) Liang Dong, Jingao Xu, Guoxuan Chi, Danyang Li, Xinglin Zhang, Jianbo Li, Qiang Ma, Zheng Yang: Enabling Surveillance Cameras to Navigate. ICCCN 2020: 1-10 Qian Zhang, Yetong Cao, Huijie Chen, Fan Li, Song Yang, Yu Wang, Zheng Yang, Yunhao Liu: airFinger: Micro Finger Gesture Recognition via NIR Light Sensing for Smart Devices. ICDCS 2020: 552-562 Erqun Dong, Jianzhe Liang, Zeyu Wang, Jingao Xu, Longfei Shangguan, Qiang Ma, Zheng Yang: Improving the Applicability of Visual Peer-to-Peer Navigation with Crowdsourcing. ICPADS 2020: 188-195 Jingao Xu, Hao Cao, Danyang Li, Kehong Huang, Chen Qian, Longfei Shangguan, Zheng Yang: Edge Assisted Mobile Semantic Visual SLAM. INFOCOM 2020: 1828-1837 Zheng Yang, Wei Gong: Decimeter-Level WiFi Tracking in Real-Time. IWQoS 2020: 1-10 Yi Zhang, Yue Zheng, Guidong Zhang, Kun Qian, Qian Chen, Zheng Yang: GaitID: Robust Wi-Fi Based Gait Recognition. WASA (1) 2020: 730-742 Jingao Xu, Hengjie Chen, Kun Qian, Erqun Dong, Min Sun, Chenshu Wu, Li Zhang, Zheng Yang: iVR: Integrated Vision and Radio Localization with Zero Human Effort. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(3): 114:1-114:22 (2019) Yi Zhao, Xu Wang, Jianbo Li, Desheng Zhang, Zheng Yang: CellTrans: Private Car or Public Transportation? Infer Users' Main Transportation Modes at Urban Scale with Cellular Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(3): 125:1-125:26 (2019) Xinglin Zhang, Zheng Yang, Yunhao Liu, Shaohua Tang: On Reliable Task Assignment for Spatial Crowdsourcing. IEEE Trans. Emerg. Top. Comput. 7(1): 174-186 (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): 2190-2202 (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): 28:1-28:29 (2019) Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Wei Liu, Zheng Yang: Spatio-Temporal Graph Convolutional and Recurrent Networks for Citywide Passenger Demand Prediction. CIKM 2019: 2293-2296 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: 937-945 Erqun Dong, Jingao Xu, Chenshu Wu, Yunhao Liu, Zheng Yang: Pair-Navi: Peer-to-Peer Indoor Navigation with Mobile Visual SLAM. INFOCOM 2019: 1189-1197 Yue Zheng, Yi Zhang, Kun Qian, Guidong Zhang, Yunhao Liu, Chenshu Wu, Zheng Yang: Zero-Effort Cross-Domain Gesture Recognition with Wi-Fi. MobiSys 2019: 313-325 Lei Bai, Lina Yao, Salil S. Kanhere, Zheng Yang, Jing Chu, Xianzhi Wang: Passenger Demand Forecasting with Multi-Task Convolutional Recurrent Neural Networks. PAKDD (2) 2019: 29-42 Chenshu Wu, Zheng Yang, Yunhao Liu: Wireless Indoor Localization - A Crowdsourcing Approach. Springer 2018, ISBN 978-981-13-0355-5 Kun Qian, Chenshu Wu, Zheng Yang, Yunhao Liu, Fu-gui He, Tianzhang Xing: Enabling Contactless Detection of Moving Humans with Dynamic Speeds Using CSI. ACM Trans. Embed. Comput. Syst. 17(2): 52:1-52:18 (2018) Xinglin Zhang, Zheng Yang, Yunhao Liu: Vehicle-Based Bi-Objective Crowdsourcing. IEEE Trans. Intell. Transp. Syst. 19(10): 3420-3428 (2018) Chenshu Wu, Zheng Yang, Chaowei Xiao: Automatic Radio Map Adaptation for Indoor Localization Using Smartphones. IEEE Trans. Mob. Comput. 17(3): 517-528 (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): 1820-1833 (2018) Yue Zheng, Zheng Yang, Junjie Yin, Chenshu Wu, Kun Qian, Fu Xiao, Yunhao Liu: Combating Cross-Technology Interference for Robust Wireless Sensing with COTS WiFi. ICCCN 2018: 1-9 Kaixuan Chen, Lina Yao, Xianzhi Wang, Dalin Zhang, Tao Gu, Zhiwen Yu, Zheng Yang: Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling. IJCNN 2018: 1-8 Kun Qian, Chenshu Wu, Fu Xiao, Yue Zheng, Yi Zhang, Zheng Yang, Yunhao Liu: Acousticcardiogram: Monitoring Heartbeats using Acoustic Signals on Smart Devices. INFOCOM 2018: 1574-1582 Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Zheng Yang: Automatic Device Classification from Network Traffic Streams of Internet of Things. LCN 2018: 597-605 Jingao Xu, Zheng Yang, Hengjie Chen, Yunhao Liu, Xiancun Zhou, Jianbo Li, Nicholas D. Lane: Embracing Spatial Awareness for Reliable WiFi-Based Indoor Location Systems. MASS 2018: 281-289 Kai Zhang, Chenshu Wu, Chaofan Yang, Yi Zhao, Kehong Huang, Chunyi Peng, Yunhao Liu, Zheng Yang: ChromaCode: A Fully Imperceptible Screen-Camera Communication System. MobiCom 2018: 575-590 Kun Qian, Chenshu Wu, Yi Zhang, Guidong Zhang, Zheng Yang, Yunhao Liu: Widar2.0: Passive Human Tracking with a Single Wi-Fi Link. MobiSys 2018: 350-361 Dalin Zhang, Lina Yao, Sen Wang, Kaixuan Chen, Zheng Yang, Boualem Benatallah: Fuzzy Integral Optimization with Deep Q-Network for EEG-Based Intention Recognition. PAKDD (1) 2018: 156-168 Jing Chu, Kun Qian, Xu Wang, Lina Yao, Fu Xiao, Jianbo Li, Xin Miao, Zheng Yang: Passenger Demand Prediction with Cellular Footprints. SECON 2018: 163-171 Xiang Zhang, Lina Yao, Xianzhi Wang, Wenjie Zhang, Zheng Yang, Yunhao Liu: Know Your Mind: Adaptive Brain Signal Classification with Reinforced Attentive Convolutional Neural Networks. CoRR abs/1802.03996 (2018) Kaixuan Chen, Lina Yao, Xianzhi Wang, Dalin Zhang, Tao Gu, Zhiwen Yu, Zheng Yang: Interpretable Parallel Recurrent Neural Networks with Convolutional Attentions for Multi-Modality Activity Modeling. CoRR abs/1805.07233 (2018) Lei Bai, Lina Yao, Salil S. Kanhere, Xianzhi Wang, Zheng Yang: Automatic Device Classification from Network Traffic Streams of Internet of Things. CoRR abs/1812.09882 (2018) Chenshu Wu, Jingao Xu, Zheng Yang, Nicholas D. Lane, Zuwei Yin: Gain Without Pain: Accurate WiFi-based Localization using Fingerprint Spatial Gradient. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(2): 29:1-29:19 (2017) Zuwei Yin, Chenshu Wu, Zheng Yang, Yunhao Liu: Peer-to-Peer Indoor Navigation Using Smartphones. IEEE J. Sel. Areas Commun. 35(5): 1141-1153 (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): 3279-3293 (2017) Longfei Shangguan, Zheng Yang, Alex X. Liu, Zimu Zhou, Yunhao Liu: STPP: Spatial-Temporal Phase Profiling-Based Method for Relative RFID Tag Localization. IEEE/ACM Trans. Netw. 25(1): 596-609 (2017) Xinglin Zhang, Zheng Yang, Yunhao Liu, Jianqiang Li, Zhong Ming: Toward Efficient Mechanisms for Mobile Crowdsensing. IEEE Trans. Veh. Technol. 66(2): 1760-1771 (2017) Xinglin Zhang, Zheng Yang, Yue-Jiao Gong, Yunhao Liu, Shaohua Tang: SpatialRecruiter: Maximizing Sensing Coverage in Selecting Workers for Spatial Crowdsourcing. IEEE Trans. Veh. Technol. 66(6): 5229-5240 (2017) 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): 6246-6257 (2017) Hejun Wu, Ao Ding, Weiwei Liu, Lvzhou Li, Zheng Yang: Triangle Extension: Efficient Localizability Detection in Wireless Sensor Networks. IEEE Trans. Wirel. Commun. 16(11): 7419-7431 (2017) Kun Qian, Chenshu Wu, Zimu Zhou, Yue Zheng, Zheng Yang, Yunhao Liu: Inferring Motion Direction using Commodity Wi-Fi for Interactive Exergames. CHI 2017: 1961-1972 Yue Zheng, Chenshu Wu, Kun Qian, Zheng Yang, Yunhao Liu: Detecting radio frequency interference for CSI measurements on COTS WiFi devices. ICC 2017: 1-6 Xu Wang, Zimu Zhou, Zheng Yang, Yunhao Liu, Chunyi Peng: Spatio-temporal analysis and prediction of cellular traffic in metropolis. ICNP 2017: 1-10 Yue Zheng, Tianmeng Hang, Kun Qian, Chenshu Wu, Zheng Yang, Xiancun Zhou: WiSH: The Design and Implementation of a Real-Time System for Whole-Day Human Detection. ICPADS 2017: 89-96 Han Xu, Zheng Yang, Zimu Zhou, Ke Yi, Chunyi Peng: TUM: Towards ubiquitous multi-device localization for cross-device interaction. INFOCOM 2017: 1-9 Kun Qian, Chenshu Wu, Zheng Yang, Yunhao Liu, Kyle Jamieson: Widar: Decimeter-Level Passive Tracking via Velocity Monitoring with Commodity Wi-Fi. MobiHoc 2017: 6:1-6:10 Qizhen Zhou, Chenshu Wu, Jianchun Xing, Juelong Li, Zheng Yang, Qiliang Yang: Wi-Dog: Monitoring School Violence with Commodity WiFi Devices. WASA 2017: 47-59 Liangyi Gong, Wu Yang, Zimu Zhou, Dapeng Man, Haibin Cai, Xiancun Zhou, Zheng Yang: An adaptive wireless passive human detection via fine-grained physical layer information. Ad Hoc Networks 38: 38-50 (2016) Xinglin Zhang, Zheng Yang, Wei Sun, Yunhao Liu, Shaohua Tang, Kai Xing, XuFei Mao: Incentives for Mobile Crowd Sensing: A Survey. IEEE Commun. Surv. Tutorials 18(1): 54-67 (2016) Tong Meng, Fan Wu, Zheng Yang, Guihai Chen, Athanasios V. Vasilakos: Spatial Reusability-Aware Routing in Multi-Hop Wireless Networks. IEEE Trans. Computers 65(1): 244-255 (2016) Weixi Gu, Longfei Shangguan, Zheng Yang, Yunhao Liu: Sleep Hunter: Towards Fine Grained Sleep Stage Tracking with Smartphones. IEEE Trans. Mob. Comput. 15(6): 1514-1527 (2016) Han Xu, Zheng Yang, Zimu Zhou, Longfei Shangguan, Ke Yi, Yunhao Liu: Indoor localization via multi-modal sensing on smartphones. UbiComp 2016: 208-219 Chaofan Yang, Chenshu Wu, Zheng Yang, Tongtong Liu, Zuwei Yin, Yunhao Liu, XuFei Mao: Enhancing Industrial Video Surveillance over Wireless Mesh Networks. ICCCN 2016: 1-9 Zuwei Yin, Chenshu Wu, Zheng Yang, Nicholas D. Lane, Yunhao Liu: ppNav: Peer-to-Peer Indoor Navigation for Smartphones. ICPADS 2016: 104-111 Kun Qian, Chenshu Wu, Zheng Yang, Zimu Zhou, Xu Wang, Yunhao Liu: Tuning by turning: Enabling phased array signal processing for WiFi with inertial sensors. INFOCOM 2016: 1-9 Kun Qian, Chenshu Wu, Zheng Yang, Chaofan Yang, Yunhao Liu: Decimeter level passive tracking with wifi. HotWireless@MobiCom 2016: 44-48 Zheng Yang, Chenshu Wu, Zimu Zhou, Xinglin Zhang, Xu Wang, Yunhao Liu: Mobility Increases Localizability: A Survey on Wireless Indoor Localization using Inertial Sensors. ACM Comput. Surv. 47(3): 54:1-54:34 (2015) Wu Yang, Liangyi Gong, Dapeng Man, Jiguang Lv, Haibin Cai, Xiancun Zhou, Zheng Yang: Enhancing the Performance of Indoor Device-Free Passive Localization. Int. J. Distributed Sens. Networks 11: 256162:1-256162:11 (2015) Shengnan Li, Zheng Qin, Chenshu Wu, Zheng Yang: TraIL: Pinpoint Trajectory for Indoor Localization. Int. J. Distributed Sens. Networks 11: 372425:1-372425:8 (2015) Chenshu Wu, Zheng Yang, Zimu Zhou, Xuefeng Liu, Yunhao Liu, Jiannong Cao: Non-Invasive Detection of Moving and Stationary Human With WiFi. IEEE J. Sel. Areas Commun. 33(11): 2329-2342 (2015) Chenshu Wu, Zheng Yang, Yunhao Liu: Smartphones Based Crowdsourcing for Indoor Localization. IEEE Trans. Mob. Comput. 14(2): 444-457 (2015) Xinglin Zhang, Zheng Yang, Longfei Shangguan, Yunhao Liu, Lei Chen: Boosting Mobile Apps under Imbalanced Sensing Data. IEEE Trans. Mob. Comput. 14(6): 1151-1161 (2015) Chenshu Wu, Zheng Yang, Jeffrey Xu Yu, Yiyang Zhao, Yunhao Liu: Human Mobility Enhances Global Positioning Accuracy for Mobile Phone Localization. IEEE Trans. Parallel Distributed Syst. 26(1): 131-141 (2015) Zimu Zhou, Zheng Yang, Chenshu Wu, Longfei Shangguan, Haibin Cai, Yunhao Liu, Lionel M. Ni: WiFi-Based Indoor Line-of-Sight Identification. IEEE Trans. Wirel. Commun. 14(11): 6125-6136 (2015) Han Xu, Zheng Yang, Zimu Zhou, Longfei Shangguan, Ke Yi, Yunhao Liu: Enhancing wifi-based localization with visual clues. UbiComp 2015: 963-974 Zimu Zhou, Zheng Yang, Chenshu Wu, Yunhao Liu, Lionel M. Ni: On Multipath Link Characterization and Adaptation for Device-Free Human Detection. ICDCS 2015: 389-398 Chenshu Wu, Zheng Yang, Zimu Zhou, Kun Qian, Yunhao Liu, Mingyan Liu: PhaseU: Real-time LOS identification with WiFi. INFOCOM 2015: 2038-2046 Chenshu Wu, Zheng Yang, Chaowei Xiao, Chaofan Yang, Yunhao Liu, Mingyan Liu: Static power of mobile devices: Self-updating radio maps for wireless indoor localization. INFOCOM 2015: 2497-2505 Keyu Wang, Zheng Yang, Zimu Zhou, Yunhao Liu, Lionel M. Ni: Ambient rendezvous: Energy-efficient neighbor discovery via acoustic sensing. INFOCOM 2015: 2704-2712 Xi Xiong, Zheng Yang, Longfei Shangguan, Yun Fei, Milos Stojmenovic, Yunhao Liu: SmartGuide: Towards Single-image Building Localization with Smartphone. MobiHoc 2015: 117-126 Longfei Shangguan, Zheng Yang, Alex X. Liu, Zimu Zhou, Yunhao Liu: Relative Localization of RFID Tags using Spatial-Temporal Phase Profiling. NSDI 2015: 251-263 Han Ding, Longfei Shangguan, Zheng Yang, Jinsong Han, Zimu Zhou, Panlong Yang, Wei Xi, Jizhong Zhao: FEMO: A Platform for Free-weight Exercise Monitoring with RFIDs. SenSys 2015: 141-154 Wei Sun, Zheng Yang, Xinglin Zhang, Yunhao Liu: Energy-Efficient Neighbor Discovery in Mobile Ad Hoc and Wireless Sensor Networks: A Survey. IEEE Commun. Surv. Tutorials 16(3): 1448-1459 (2014) Tao Chen, Zheng Yang, Yunhao Liu, Deke Guo, Xueshan Luo: Localization-Oriented Network Adjustment in Wireless Ad Hoc and Sensor Networks. IEEE Trans. Parallel Distributed Syst. 25(1): 146-155 (2014) Xiaoping Wang, Yunhao Liu, Zheng Yang, Kai Lu, Jun Luo: Robust Component-Based Localizationin Sparse Networks. IEEE Trans. Parallel Distributed Syst. 25(5): 1317-1327 (2014) Zimu Zhou, Zheng Yang, Chenshu Wu, Longfei Shangguan, Yunhao Liu: Omnidirectional Coverage for Device-Free Passive Human Detection. IEEE Trans. Parallel Distributed Syst. 25(7): 1819-1829 (2014) Xinglin Zhang, Zheng Yang, Chenshu Wu, Wei Sun, Yunhao Liu, Kai Liu: Robust Trajectory Estimation for Crowdsourcing-Based Mobile Applications. IEEE Trans. Parallel Distributed Syst. 25(7): 1876-1885 (2014) Longfei Shangguan, Zhenjiang Li, Zheng Yang, Mo Li, Yunhao Liu, Jinsong Han: OTrack: Towards Order Tracking for Tags in Mobile RFID Systems. IEEE Trans. Parallel Distributed Syst. 25(8): 2114-2125 (2014) Longfei Shangguan, Zimu Zhou, Zheng Yang, Kebin Liu, Zhenjiang Li, Xibin Zhao, Yunhao Liu: Towards Accurate Object Localization with Smartphones. IEEE Trans. Parallel Distributed Syst. 25(10): 2731-2742 (2014) Xinglin Zhang, Zheng Yang, Zimu Zhou, Haibin Cai, Lei Chen, Xiangyang Li: Free Market of Crowdsourcing: Incentive Mechanism Design for Mobile Sensing. IEEE Trans. Parallel Distributed Syst. 25(12): 3190-3200 (2014) Zheng Yang, Longfei Shangguan, Weixi Gu, Zimu Zhou, Chenshu Wu, Yunhao Liu: Sherlock: Micro-Environment Sensing for Smartphones. IEEE Trans. Parallel Distributed Syst. 25(12): 3295-3305 (2014) Weixi Gu, Zheng Yang, Longfei Shangguan, Wei Sun, Kun Jin, Yunhao Liu: Intelligent sleep stage mining service with smartphones. UbiComp 2014: 649-660 Longfei Shangguan, Zheng Yang, Zimu Zhou, Xiaolong Zheng, Chenshu Wu, Yunhao Liu: CrossNavi: enabling real-time crossroad navigation for the blind with commodity phones. UbiComp 2014: 787-798 Kun Qian, Chenshu Wu, Zheng Yang, Yunhao Liu, Zimu Zhou: PADS: Passive detection of moving targets with dynamic speed using PHY layer information. ICPADS 2014: 1-8 Wei Sun, Zheng Yang, Keyu Wang, Yunhao Liu: Hello: A generic flexible protocol for neighbor discovery. INFOCOM 2014: 540-548 Zimu Zhou, Zheng Yang, Chenshu Wu, Wei Sun, Yunhao Liu: LiFi: Line-Of-Sight identification with WiFi. INFOCOM 2014: 2688-2696 Weixi Gu, Zheng Yang, Longfei Shangguan, Xiaoyu Ji, Yiyang Zhao: ToAuth: Towards Automatic Near Field Authentication for Smartphones. TrustCom 2014: 229-236 Xiaoping Wang, Yunhao Liu, Zheng Yang, Kai Lu, Jun Luo: OFA: An optimistic approach to conquer flip ambiguity in network localization. Comput. Networks 57(6): 1529-1544 (2013) Zheng Yang, Zimu Zhou, Yunhao Liu: From RSSI to CSI: Indoor localization via channel response. ACM Comput. Surv. 46(2): 25:1-25:32 (2013) Mo Li, Zheng Yang, Yunhao Liu: Sea depth measurement with restricted floating sensors. ACM Trans. Embed. Comput. Syst. 13(1): 1:1-1:21 (2013) Junliang Liu, Zheng Yang, Ivan Stojmenovic: Receiver Consensus: On-Time Warning Delivery for Vehicular Ad-Hoc Networks. IEEE Trans. Emerg. Top. Comput. 1(1): 57-68 (2013) Jizhong Zhao, Wei Xi, Yuan He, Yunhao Liu, Xiang-Yang Li, Lufeng Mo, Zheng Yang: Localization of Wireless Sensor Networks in the Wild: Pursuit of Ranging Quality. IEEE/ACM Trans. Netw. 21(1): 311-323 (2013) Zheng Yang, Lirong Jian, Chenshu Wu, Yunhao Liu: Beyond triangle inequality: Sifting noisy and outlier distance measurements for localization. ACM Trans. Sens. Networks 9(2): 26:1-26:20 (2013) Chenshu Wu, Zheng Yang, Yunhao Liu, Wei Xi: WILL: Wireless Indoor Localization without Site Survey. IEEE Trans. Parallel Distributed Syst. 24(4): 839-848 (2013) Jiliang Wang, Zhenjiang Li, Mo Li, Yunhao Liu, Zheng Yang: Sensor Network Navigation without Locations. IEEE Trans. Parallel Distributed Syst. 24(7): 1436-1446 (2013) Bin Xu, Guodong Sun, Ran Yu, Zheng Yang: High-Accuracy TDOA-Based Localization without Time Synchronization. IEEE Trans. Parallel Distributed Syst. 24(8): 1567-1576 (2013) Zheng Yang, Chenshu Wu, Tao Chen, Yiyang Zhao, Wei Gong, Yunhao Liu: Detecting Outlier Measurements Based on Graph Rigidity for Wireless Sensor Network Localization. IEEE Trans. Veh. Technol. 62(1): 374-383 (2013) Wei Sun, Junliang Liu, Chenshu Wu, Zheng Yang, Xinglin Zhang, Yunhao Liu: MoLoc: On Distinguishing Fingerprint Twins. ICDCS 2013: 226-235 Chenshu Wu, Zheng Yang, Yiyang Zhao, Yunhao Liu: Footprints elicit the truth: Improving global positioning accuracy via local mobility. INFOCOM 2013: 490-494 Zimu Zhou, Zheng Yang, Chenshu Wu, Longfei Shangguan, Yunhao Liu: Towards omnidirectional passive human detection. INFOCOM 2013: 3057-3065 Longfei Shangguan, Zhenjiang Li, Zheng Yang, Mo Li, Yunhao Liu: OTrack: Order tracking for luggage in mobile RFID systems. INFOCOM 2013: 3066-3074 Wei Gong, Kebin Liu, Xin Miao, Qiang Ma, Zheng Yang, Yunhao Liu: Informative counting: fine-grained batch authentication for large-scale RFID systems. MobiHoc 2013: 21-30 Chenshu Wu, Zheng Yang, Zimu Zhou, Yunhao Liu, Mingyan Liu: DorFin: WiFi Fingerprint-based Localization Revisited. CoRR abs/1308.6663 (2013) Zheng Yang, Yunhao Liu: Understanding Node Localizability of Wireless Ad Hoc and Sensor Networks. IEEE Trans. Mob. Comput. 11(8): 1249-1260 (2012) Junliang Liu, Zheng Yang, Ivan Stojmenovic: Receiver Consensus: On-time Warning Delivery for Vehicular Ad-hoc Networks. ICDCS 2012: 386-395 Junliang Liu, Zheng Yang, Yunhao Liu: Ad-hoc Anonymity: Privacy Preservation for Location-based Services in Mobile Networks. ICPADS 2012: 197-204 Chenshu Wu, Zheng Yang, Yunhao Liu, Wei Xi: WILL: Wireless indoor localization without site survey. INFOCOM 2012: 64-72 Zheng Yang, Chenshu Wu, Yunhao Liu: Locating in fingerprint space: wireless indoor localization with little human intervention. MobiCom 2012: 269-280 Tao Chen, Deke Guo, Zheng Yang, Honghui Chen, Xueshan Luo: Improving the Efficiency of Localization-Oriented Network Adjustment in Wireless Sensor Networks. IEEE Commun. Lett. 15(9): 983-985 (2011) Xiaoping Wang, Zheng Yang, Jun Luo, Changxiang Shen: Beyond rigidity: obtain localisability with noisy ranging measurement. Int. J. Ad Hoc Ubiquitous Comput. 8(1/2): 114-124 (2011) Bin Xu, Ran Yu, Guodong Sun, Zheng Yang: Whistle: Synchronization-Free TDOA for Localization. ICDCS 2011: 760-769 Tao Chen, Zheng Yang, Yunhao Liu, Deke Guo, Xueshan Luo: Localization in non-localizable sensor and ad-hoc networks: A Localizability-aided approach. INFOCOM 2011: 276-280 Yunhao Liu, Yuan He, Mo Li, Jiliang Wang, Kebin Liu, Lufeng Mo, Wei Dong, Zheng Yang, Min Xi, Jizhong Zhao, Xiang-Yang Li: Does wireless sensor network scale? A measurement study on GreenOrbs. INFOCOM 2011: 873-881 Chenshu Wu, Zheng Yang, Tao Chen, Chao Zhang: Edge Verifiability: Characterizing Outlier Measurements for Wireless Sensor Network Localization. MASS 2011: 480-489 Yunhao Liu, Zheng Yang, Xiaoping Wang, Lirong Jian: Location, Localization, and Localizability. J. Comput. Sci. Technol. 25(2): 274-297 (2010) Kebin Liu, Zheng Yang, Mo Li, Zhongwen Guo, Ying Guo, Feng Hong, Xiaohui Yang, Yuan He, Yuan Feng, Yunhao Liu: Oceansense: monitoring the sea with wireless sensor networks. ACM SIGMOBILE Mob. Comput. Commun. Rev. 14(2): 7-9 (2010) Zheng Yang, Yunhao Liu, Xiang-Yang Li: Beyond Trilateration: On the Localizability of Wireless Ad Hoc Networks. IEEE/ACM Trans. Netw. 18(6): 1806-1814 (2010) Zheng Yang, Yunhao Liu: Quality of Trilateration: Confidence-Based Iterative Localization. IEEE Trans. Parallel Distributed Syst. 21(5): 631-640 (2010) Xiaoping Wang, Yunhao Liu, Zheng Yang, Junliang Liu, Jun Luo: ETOC: Obtaining robustness in component-based localization. ICNP 2010: 62-71 Xiaoping Wang, Zheng Yang, Jun Luo: Optimistic Localization: Avoiding Location Ambiguity in Wireless Ad-hoc Networks. ICPADS 2010: 115-122 Lirong Jian, Zheng Yang, Yunhao Liu: Beyond Triangle Inequality: Sifting Noisy and Outlier Distance Measurements for Localization. INFOCOM 2010: 1972-1980 Zheng Yang, Yunhao Liu: Understanding Node Localizability of Wireless Ad-hoc Networks. INFOCOM 2010: 2339-2347 Wei Xi, Yuan He, Yunhao Liu, Jizhong Zhao, Lufeng Mo, Zheng Yang, Jiliang Wang, Xiang-Yang Li: Locating sensors in the wild: pursuit of ranging quality. SenSys 2010: 295-308 Ran Yu, Bin Xu, Guodong Sun, Zheng Yang: Whistle: synchronization-free TDOA for localization. SenSys 2010: 359-360 Zheng Yang, Yunhao Liu, Xiang-Yang Li: Beyond Trilateration: On the Localizability of Wireless Ad-Hoc Networks. INFOCOM 2009: 2392-2400 Mo Li, Yunhao Liu, Jiliang Wang, Zheng Yang: Sensor Network Navigation without Locations. INFOCOM 2009: 2419-2427 Zheng Yang, Yunhao Liu: Quality of Trilateration: Confidence Based Iterative Localization. ICDCS 2008: 446-453 Mo Li, Jiliang Wang, Zheng Yang, Jingyao Dai: Sensor network navigation without locations. SenSys 2008: 391-392 Zheng Yang, Mo Li, Yunhao Liu: Sea Depth Measurement with Restricted Floating Sensors. RTSS 2007: 469-478

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