Routing in intermittently connected sensor networks. - Lu Su 001; Changlei Liu; Hui Song; Guohong Cao (ICNP, 2008)

oCast: Optimal Multicast Routing Protocol for Wireless Sensor Networks. - Lu Su 001; Bolin Ding; Yong Yang 009; Tarek F. Abdelzaher; Guohong Cao; Jennifer C. Hou (ICNP, 2009)

SolarCode: Utilizing Erasure Codes for Reliable Data Delivery in Solar-powered Wireless Sensor Networks. - Yong Yang 009; Lu Su 001; Yan Gao 010; Tarek F. Abdelzaher (INFOCOM, 2010)

Towards reliable data delivery in solar-powered wireless sensor networks. - Yong Yang 009; Lu Su 001; Yan Gao 010; Tarek F. Abdelzaher (ACM SIGMOBILE Mob. Comput. Commun. Rev., 2010)

Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection. - Jing Gao 004; Wei Fan 001; Deepak S. Turaga; Olivier Verscheure; Xiaoqiao Meng; Lu Su 001; Jiawei Han 001 (INFOCOM, 2011)

Power watermarking: Facilitating power-based diagnosis of node silence in remote high-end sensing systems. - Yong Yang 009; Lu Su 001; Mohammad Maifi Hasan Khan; Michael LeMay; Tarek F. Abdelzaher; Jiawei Han 001 (IPSN, 2011)

Towards optimal rate allocation for data aggregation in wireless sensor networks. - Lu Su 001; Yan Gao 010; Yong Yang 009; Guohong Cao (MobiHoc, 2011)

Hierarchical aggregate classification with limited supervision for data reduction in wireless sensor networks. - Lu Su 001; Jing Gao 004; Yong Yang 009; Tarek F. Abdelzaher; Bolin Ding; Jiawei Han 001 (SenSys, 2011)

Quality of Information Based Data Selection and Transmission in Wireless Sensor Networks. - Lu Su 001; Shaohan Hu; Shen Li 002; Feng Liang; Jing Gao 004; Tarek F. Abdelzaher; Jiawei Han 001 (RTSS, 2012)

Poster abstract: SmartRoad: a crowd-sourced traffic regulator detection and identification system. - Shaohan Hu; Lu Su 001; Hengchang Liu; Hongyan Wang; Tarek F. Abdelzaher (IPSN, 2013)

On the Detectability of Node Grouping in Networks. - Yuguo Chen; Jiawei Han 001; Ming Ji; Jialu Liu; Lu Su 001; Chi Wang 001; Hongning Wang (SDM, 2013)

Extrapolation from participatory sensing data. - Hengchang Liu; Siyu Gu; Chenji Pan; Wei Zheng 011; Shen Li 002; Shaohan Hu; Shiguang Wang; Dong Wang 002; Md. Tanvir Al Amin; Lu Su 001; Zhiheng Xie; Ramesh Govindan; et al. (SenSys, 2013)

Resource efficient information integration in cyber-physical systems - Lu Su 001 (2013)

Data Extrapolation in Social Sensing for Disaster Response. - Siyu Gu; Chenji Pan; Hengchang Liu; Shen Li 002; Shaohan Hu; Lu Su 001; Shiguang Wang; Dong Wang 002; Md. Tanvir Al Amin; Ramesh Govindan; Charu C. Aggarwal; Raghu K. Ganti; et al. (DCOSS, 2014)

Centaur: Dynamic message dissemination over online social networks. - Shen Li 002; Lu Su 001; Yerzhan Suleimenov; Hengchang Liu; Tarek F. Abdelzaher; Guihai Chen (ICCCN, 2014)

WOHA: Deadline-Aware Map-Reduce Workflow Scheduling Framework over Hadoop Clusters. - Shen Li 002; Shaohan Hu; Shiguang Wang; Lu Su 001; Tarek F. Abdelzaher; Indranil Gupta; Richard Pace (ICDCS, 2014)

Cost-Minimizing Mobile Access Point Deployment in Workflow-Based Mobile Sensor Networks. - Haiming Jin; He Huang; Lu Su 001; Klara Nahrstedt (ICNP, 2014)

Towards automatic phone-to-phone communication for vehicular networking applications. - Shaohan Hu; Hengchang Liu; Lu Su 001; Hongyan Wang; Tarek F. Abdelzaher; Pan Hui 001; Wei Zheng 011; Zhiheng Xie; John A. Stankovic (INFOCOM, 2014)

Poster abstract: eNav: a smartphone-based energy efficient vehicular navigation system. - Shaohan Hu; Lu Su 001; Shen Li 002; Shiguang Wang; Chenji Pan; Siyu Gu; Md. Tanvir Al Amin; Hengchang Liu; Suman Nath; Romit Roy Choudhury; Tarek F. Abdelzaher (IPSN, 2014)

Robust confidentiality preserving data delivery in federated coalition networks. - Lu Su 001; Yunlong Gao; Fan Ye 003; Peng Liu 005; Oktay Günlük; Tom Bcrman; Seraphin B. Calo; Tarek F. Abdelzaher (Networking, 2014)

Generalized Decision Aggregation in Distributed Sensing Systems. - Lu Su 001; Qi Li 012; Shaohan Hu; Shiguang Wang; Jing Gao 004; Hengchang Liu; Tarek F. Abdelzaher; Jiawei Han 001; Xue Liu 001; Yan Gao 010; Lance M. Kaplan (RTSS, 2014)

Towards Cyber-Physical Systems in Social Spaces: The Data Reliability Challenge. - Shiguang Wang; Dong Wang 002; Lu Su 001; Lance M. Kaplan; Tarek F. Abdelzaher (RTSS, 2014)

A Confidence-Aware Approach for Truth Discovery on Long-Tail Data. - Qi Li 012; Yaliang Li; Jing Gao 004; Lu Su 001; Bo Zhao 001; Murat Demirbas; Wei Fan 001; Jiawei Han 001 (Proc. VLDB Endow., 2014)

On Exploiting Logical Dependencies for Minimizing Additive Cost Metrics in Resource-Limited Crowdsensing. - Shaohan Hu; Shen Li 002; Shuochao Yao; Lu Su 001; Ramesh Govindan; Reginald L. Hobbs; Tarek F. Abdelzaher (DCOSS, 2015)

Experiences with eNav: a low-power vehicular navigation system. - Shaohan Hu; Lu Su 001; Shen Li 002; Shiguang Wang; Chenji Pan; Siyu Gu; Md. Tanvir Al Amin; Hengchang Liu; Suman Nath; Romit Roy Choudhury; Tarek F. Abdelzaher (UbiComp, 2015)

Exploiting structured human interactions to enhance estimation accuracy in cyber-physical systems. - Yunlong Gao; Shaohan Hu; Renato Mancuso 001; Hongwei Wang; Minje Kim; Po-Liang Wu; Lu Su 001; Lui Sha; Tarek F. Abdelzaher (ICCPS, 2015)

Scalable social sensing of interdependent phenomena. - Shiguang Wang; Lu Su 001; Shen Li 002; Shaohan Hu; Md. Tanvir Al Amin; Hongwei Wang; Shuochao Yao; Lance M. Kaplan; Tarek F. Abdelzaher (IPSN, 2015)

Predictive Traffic Assignment: A New Method and System for Optimal Balancing of Road Traffic. - Yan Gao 010; Kishore Swaminathan; Zhiyong Cui; Lu Su 001 (ITSC, 2015)

On the Discovery of Evolving Truth. - Yaliang Li; Qi Li 012; Jing Gao 004; Lu Su 001; Bo Zhao 001; Wei Fan 001; Jiawei Han 001 (KDD, 2015)

FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation. - Fenglong Ma; Yaliang Li; Qi Li 012; Minghui Qiu; Jing Gao 004; Shi Zhi; Lu Su 001; Bo Zhao 001; Heng Ji 001; Jiawei Han 001 (KDD, 2015)

Quality of Information Aware Incentive Mechanisms for Mobile Crowd Sensing Systems. - Haiming Jin; Lu Su 001; Danyang Chen; Klara Nahrstedt; Jinhui Xu 001 (MobiHoc, 2015)

Data Acquisition for Real-Time Decision-Making under Freshness Constraints. - Shaohan Hu; Shuochao Yao; Haiming Jin; Yiran Zhao 001; Yitao Hu; Xiaochen Liu; Nooreddin Naghibolhosseini; Shen Li 002; Akash Kapoor; William Dron; Lu Su 001; Amotz Bar-Noy; et al. (RTSS, 2015)

Truth Discovery on Crowd Sensing of Correlated Entities. - Chuishi Meng; Wenjun Jiang; Yaliang Li; Jing Gao 004; Lu Su 001; Hu Ding; Yun Cheng (SenSys, 2015)

Cloud-Enabled Privacy-Preserving Truth Discovery in Crowd Sensing Systems. - Chenglin Miao; Wenjun Jiang; Lu Su 001; Yaliang Li; Suxin Guo; Zhan Qin; Houping Xiao; Jing Gao 004; Kui Ren 001 (SenSys, 2015)

Joint Source Selection and Data Extrapolation in Social Sensing for Disaster Response. - Mohammad Hosseini 002; Nooreddin Naghibolhosseini; Amotz Barnoy; Peter Terlecky; Hengchang Liu; Shaohan Hu; Shiguang Wang; Md. Tanvir Al Amin; Lu Su 001; Dong Wang 002; Ramesh Govindan; Raghu K. Ganti; et al. (CoRR, 2015)

A Survey on Truth Discovery. - Yaliang Li; Jing Gao 004; Chuishi Meng; Qi Li 012; Lu Su 001; Bo Zhao 001; Wei Fan 001; Jiawei Han 001 (SIGKDD Explor., 2015)

SmartRoad: Smartphone-Based Crowd Sensing for Traffic Regulator Detection and Identification. - Shaohan Hu; Lu Su 001; Hengchang Liu; Hongyan Wang; Tarek F. Abdelzaher (ACM Trans. Sens. Networks, 2015)

Power-Based Diagnosis of Node Silence in Remote High-End Sensing Systems. - Yong Yang 009; Lu Su 001; Mohammad Maifi Hasan Khan; Michael LeMay; Tarek F. Abdelzaher; Jiawei Han 001 (ACM Trans. Sens. Networks, 2015)

Influence-Aware Truth Discovery. - Hengtong Zhang; Qi Li 012; Fenglong Ma; Houping Xiao; Yaliang Li; Jing Gao 004; Lu Su 001 (CIKM, 2016)

Enabling Privacy-Preserving Incentives for Mobile Crowd Sensing Systems. - Haiming Jin; Lu Su 001; Bolin Ding; Klara Nahrstedt; Nikita Borisov (ICDCS, 2016)

On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds. - Shuochao Yao; Shaohan Hu; Shen Li 002; Yiran Zhao 001; Lu Su 001; Lance M. Kaplan; Aylin Yener; Tarek F. Abdelzaher (ICDCS, 2016)

Demonstration Abstract: A Novel Human Tracking and Localization System Based on Pyroelectric Infrared Sensors. - Yilong Li; Deng Li; Yun Cheng; Guo Liu; Jianwei Niu 002; Lu Su 001 (IPSN, 2016)

Recursive Ground Truth Estimator for Social Data Streams. - Shuochao Yao; Md. Tanvir Al Amin; Lu Su 001; Shaohan Hu; Shen Li 002; Shiguang Wang; Yiran Zhao 001; Tarek F. Abdelzaher; Lance M. Kaplan; Charu C. Aggarwal; Aylin Yener (IPSN, 2016)

Sparse approximations of directed information graphs. - Christopher J. Quinn; Ali Pinar; Jing Gao 004; Lu Su 001 (ISIT, 2016)

Towards Confidence in the Truth: A Bootstrapping based Truth Discovery Approach. - Houping Xiao; Jing Gao 004; Qi Li 012; Fenglong Ma; Lu Su 001; Yunlong Feng; Aidong Zhang (KDD, 2016)

A Truth Discovery Approach with Theoretical Guarantee. - Houping Xiao; Jing Gao 004; Zhaoran Wang 001; Shiyu Wang; Lu Su 001; Han Liu 001 (KDD, 2016)

Messages behind the sound: real-time hidden acoustic signal capture with smartphones. - Qian Wang 002; Kui Ren 001; Man Zhou; Tao Lei; Dimitrios Koutsonikolas; Lu Su 001 (MobiCom, 2016)

Real-time hidden acoustic signal capture with smartphones: demo. - Qian Wang 002; Kui Ren 001; Man Zhou; Tao Lei; Dimitrios Koutsonikolas; Lu Su 001 (MobiCom, 2016)

Towards distributed ensemble clustering for networked sensing systems: a novel geometric approach. - Hu Ding; Lu Su 001; Jinhui Xu 001 (MobiHoc, 2016)

INCEPTION: incentivizing privacy-preserving data aggregation for mobile crowd sensing systems. - Haiming Jin; Lu Su 001; Houping Xiao; Klara Nahrstedt (MobiHoc, 2016)

Tackling the Redundancy and Sparsity in Crowd Sensing Applications. - Chuishi Meng; Houping Xiao; Lu Su 001; Yun Cheng (SenSys, 2016)

Crowdsourcing High Quality Labels with a Tight Budget. - Qi Li 012; Fenglong Ma; Jing Gao 004; Lu Su 001; Christopher J. Quinn (WSDM, 2016)

Conflicts to Harmony: A Framework for Resolving Conflicts in Heterogeneous Data by Truth Discovery. - Yaliang Li; Qi Li 012; Jing Gao 004; Lu Su 001; Bo Zhao 001; Wei Fan 001; Jiawei Han 001 (IEEE Trans. Knowl. Data Eng., 2016)

Experiences with GreenGPS - Fuel-Efficient Navigation Using Participatory Sensing. - Fatemeh Saremi; Omid Fatemieh; Hossein Ahmadi 001; Hongyan Wang; Tarek F. Abdelzaher; Raghu K. Ganti; Hengchang Liu; Shaohan Hu; Shen Li 002; Lu Su 001 (IEEE Trans. Mob. Comput., 2016)

Participatory Sensing Meets Opportunistic Sharing: Automatic Phone-to-Phone Communication in Vehicles. - Xiaoshan Sun; Shaohan Hu; Lu Su 001; Tarek F. Abdelzaher; Pan Hui 001; Wei Zheng 011; Hengchang Liu; John A. Stankovic (IEEE Trans. Mob. Comput., 2016)

TASeT: Improving the Efficiency of Electric Taxis With Transfer-Allowed Rideshare. - Yunfei Hou; Weida Zhong; Lu Su 001; Kevin F. Hulme; Adel W. Sadek; Chunming Qiao (IEEE Trans. Veh. Technol., 2016)

Travel purpose inference with GPS trajectories, POIs, and geo-tagged social media data. - Chuishi Meng; Yu Cui; Qing He 011; Lu Su 001; Jing Gao 004 (IEEE BigData, 2017)

City-wide Traffic Volume Inference with Loop Detector Data and Taxi Trajectories. - Chuishi Meng; Xiuwen Yi; Lu Su 001; Jing Gao 004; Yu Zheng 004 (SIGSPATIAL/GIS, 2017)

GreenDrive: a smartphone-based intelligent speed adaptation system with real-time traffic signal prediction. - Yiran Zhao 001; Shen Li 002; Shaohan Hu; Lu Su 001; Shuochao Yao; Huajie Shao; Hongwei Wang; Tarek F. Abdelzaher (ICCPS, 2017)

You Can Hear But You Cannot Steal: Defending Against Voice Impersonation Attacks on Smartphones. - Si Chen 009; Kui Ren 001; Sixu Piao; Cong Wang 001; Qian Wang 002; Jian Weng 001; Lu Su 001; Aziz Mohaisen (ICDCS, 2017)

When Smart TV Meets CRN: Privacy-Preserving Fine-Grained Spectrum Access. - Chaowen Guan; Aziz Mohaisen; Zhi Sun; Lu Su 001; Kui Ren 001; Yaling Yang (ICDCS, 2017)

Discovering Truths from Distributed Data. - Yaqing Wang 001; Fenglong Ma; Lu Su 001; Jing Gao 004 (ICDM, 2017)

CENTURION: Incentivizing multi-requester mobile crowd sensing. - Haiming Jin; Lu Su 001; Klara Nahrstedt (INFOCOM, 2017)

A lightweight privacy-preserving truth discovery framework for mobile crowd sensing systems. - Chenglin Miao; Lu Su 001; Wenjun Jiang; Yaliang Li; Miaomiao Tian 001 (INFOCOM, 2017)

Unsupervised Discovery of Drug Side-Effects from Heterogeneous Data Sources. - Fenglong Ma; Chuishi Meng; Houping Xiao; Qi Li 012; Jing Gao 004; Lu Su 001; Aidong Zhang (KDD, 2017)

Theseus: Incentivizing Truth Discovery in Mobile Crowd Sensing Systems. - Haiming Jin; Lu Su 001; Klara Nahrstedt (MobiHoc, 2017)

DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework. - Shuochao Yao; Yiran Zhao 001; Aston Zhang; Lu Su 001; Tarek F. Abdelzaher (SenSys, 2017)

VehSense: Slippery Road Detection Using Smartphones. - Yunfei Hou; Abhishek Gupta; Tong Guan; Shaohan Hu; Lu Su 001; Chunming Qiao (VTC Spring, 2017)

Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework. - Shuochao Yao; Yiran Zhao 001; Aston Zhang; Lu Su 001; Tarek F. Abdelzaher (CoRR, 2017)

On Exploiting Structured Human Interactions to Enhance Sensing Accuracy in Cyber-physical Systems. - Hongwei Wang; Yunlong Gao; Shaohan Hu; Shiguang Wang; Renato Mancuso 001; Minje Kim; Po-Liang Wu; Lu Su 001; Lui Sha; Tarek F. Abdelzaher (ACM Trans. Cyber Phys. Syst., 2017)

A Weighted Crowdsourcing Approach for Network Quality Measurement in Cellular Data Networks. - Yaliang Li; Jing Gao 004; Patrick P. C. Lee; Lu Su 001; Caifeng He; Cheng He; Fan Yang; Wei Fan 001 (IEEE Trans. Mob. Comput., 2017)

Leveraging the Power of Informative Users for Local Event Detection. - Hengtong Zhang; Fenglong Ma; Yaliang Li; Chao Zhang 014; Tianqi Wang; Yaqing Wang 001; Jing Gao 004; Lu Su 001 (ASONAM, 2018)

Multivariate Sleep Stage Classification using Hybrid Self-Attentive Deep Learning Networks. - Ye Yuan 006; Kebin Jia; Fenglong Ma; Guangxu Xun; Yaqing Wang 001; Lu Su 001; Aidong Zhang (BIBM, 2018)

Towards Personalized Learning in Mobile Sensing Systems. - Wenjun Jiang; Qi Li 012; Lu Su 001; Chenglin Miao; Quanquan Gu; Wenyao Xu (ICDCS, 2018)

ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications. - Shuochao Yao; Yiran Zhao 001; Huajie Shao; Chao Zhang 014; Aston Zhang; Dongxin Liu; Shengzhong Liu; Lu Su 001; Tarek F. Abdelzaher (ICDCS, 2018)

MuVAN: A Multi-view Attention Network for Multivariate Temporal Data. - Ye Yuan 006; Guangxu Xun; Fenglong Ma; Yaqing Wang 001; Nan Du 001; Kebin Jia; Lu Su 001; Aidong Zhang (ICDM, 2018)

A Constrained Maximum Likelihood Estimator for Unguided Social Sensing. - Huajie Shao; Shuochao Yao; Yiran Zhao 001; Chao Zhang 014; Jinda Han; Lance M. Kaplan; Lu Su 001; Tarek F. Abdelzaher (INFOCOM, 2018)

Metric Learning from Probabilistic Labels. - Mengdi Huai; Chenglin Miao; Yaliang Li; Qiuling Suo; Lu Su 001; Aidong Zhang (KDD, 2018)

An Efficient Two-Layer Mechanism for Privacy-Preserving Truth Discovery. - Yaliang Li; Chenglin Miao; Lu Su 001; Jing Gao 004; Qi Li 012; Bolin Ding; Zhan Qin; Kui Ren 001 (KDD, 2018)

EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection. - Yaqing Wang 001; Fenglong Ma; Zhiwei Jin; Ye Yuan 006; Guangxu Xun; Kishlay Jha; Lu Su 001; Jing Gao 004 (KDD, 2018)

TextTruth: An Unsupervised Approach to Discover Trustworthy Information from Multi-Sourced Text Data. - Hengtong Zhang; Yaliang Li; Fenglong Ma; Jing Gao 004; Lu Su 001 (KDD, 2018)

Towards Environment Independent Device Free Human Activity Recognition. - Wenjun Jiang; Chenglin Miao; Fenglong Ma; Shuochao Yao; Yaqing Wang 001; Ye Yuan 006; Hongfei Xue; Chen Song 001; Xin Ma 006; Dimitrios Koutsonikolas; Wenyao Xu; Lu Su 001 (MobiCom, 2018)

Towards Data Poisoning Attacks in Crowd Sensing Systems. - Chenglin Miao; Qi Li 012; Houping Xiao; Wenjun Jiang; Mengdi Huai; Lu Su 001 (MobiHoc, 2018)

Online Truth Discovery on Time Series Data. - Liuyi Yao; Lu Su 001; Qi Li 012; Yaliang Li; Fenglong Ma; Jing Gao 004; Aidong Zhang (SDM, 2018)

FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. - Shuochao Yao; Yiran Zhao 001; Huajie Shao; Shengzhong Liu; Dongxin Liu; Lu Su 001; Tarek F. Abdelzaher (SenSys, 2018)

Attack under Disguise: An Intelligent Data Poisoning Attack Mechanism in Crowdsourcing. - Chenglin Miao; Qi Li 012; Lu Su 001; Mengdi Huai; Wenjun Jiang; Jing Gao 004 (WWW, 2018)

Deep Learning for the Internet of Things. - Shuochao Yao; Yiran Zhao 001; Aston Zhang; Shaohan Hu; Huajie Shao; Chao Zhang 014; Lu Su 001; Tarek F. Abdelzaher (Computer, 2018)

SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework. - Shuochao Yao; Yiran Zhao 001; Huajie Shao; Chao Zhang 014; Aston Zhang; Shaohan Hu; Dongxin Liu; Shengzhong Liu; Lu Su 001; Tarek F. Abdelzaher (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2018)

Cooperative and Integrated Vehicle and Intersection Control for Energy Efficiency (CIVIC-E2). - Yunfei Hou; Salaheldeen M. S. Seliman; Enshu Wang; Jeffrey D. Gonder; Eric Wood; Qing He 011; Adel W. Sadek; Lu Su 001; Chunming Qiao (IEEE Trans. Intell. Transp. Syst., 2018)

Incentive Mechanism for Privacy-Aware Data Aggregation in Mobile Crowd Sensing Systems. - Haiming Jin; Lu Su 001; Houping Xiao; Klara Nahrstedt (IEEE/ACM Trans. Netw., 2018)

Towards Quality Aware Information Integration in Distributed Sensing Systems. - Wenjun Jiang; Chenglin Miao; Lu Su 001; Qi Li 012; Shaohan Hu; Shiguang Wang; Jing Gao 004; Hengchang Liu; Tarek F. Abdelzaher; Jiawei Han 001; Xue (Steve) Liu; Yan Gao 010; et al. (IEEE Trans. Parallel Distributed Syst., 2018)

Unsupervised Fact-finding with Multi-modal Data in Social Sensing. - Huajie Shao; Shuochao Yao; Yiran Zhao 001; Lu Su 001; Zhibo Wang 001; Dongxin Liu; Shengzhong Liu; Lance M. Kaplan; Tarek F. Abdelzaher (FUSION, 2019)

Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm. - Mengdi Huai; Hongfei Xue; Chenglin Miao; Liuyi Yao; Lu Su 001; Changyou Chen; Aidong Zhang (IJCAI, 2019)

Data Poisoning Attack against Knowledge Graph Embedding. - Hengtong Zhang; Tianhang Zheng; Jing Gao 004; Chenglin Miao; Lu Su 001; Yaliang Li; Kui Ren 001 (IJCAI, 2019)

Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium. - Haiming Jin; Hongpeng Guo; Lu Su 001; Klara Nahrstedt; Xinbing Wang (INFOCOM, 2019)

Automating CSI Measurement with UAVs: from Problem Formulation to Energy-Optimal Solution. - Sixu Piao; Zhongjie Ba; Lu Su 001; Dimitrios Koutsonikolas; Shi Li 001; Kui Ren 001 (INFOCOM, 2019)

DeepFusion: A Deep Learning Framework for the Fusion of Heterogeneous Sensory Data. - Hongfei Xue; Wenjun Jiang; Chenglin Miao; Ye Yuan 006; Fenglong Ma; Xin Ma 006; Yijiang Wang; Shuochao Yao; Wenyao Xu; Aidong Zhang; Lu Su 001 (MobiHoc, 2019)

STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. - Shuochao Yao; Ailing Piao; Wenjun Jiang; Yiran Zhao 001; Huajie Shao; Shengzhong Liu; Dongxin Liu; Jinyang Li 004; Tianshi Wang; Shaohan Hu; Lu Su 001; Jiawei Han 001; et al. (WWW, 2019)

A hybrid self-attention deep learning framework for multivariate sleep stage classification. - Ye Yuan 006; Kebin Jia; Fenglong Ma; Guangxu Xun; Yaqing Wang 001; Lu Su 001; Aidong Zhang (BMC Bioinform., 2019)

Towards Data Poisoning Attack against Knowledge Graph Embedding. - Hengtong Zhang; Tianhang Zheng; Jing Gao 004; Chenglin Miao; Lu Su 001; Yaliang Li; Kui Ren 001 (CoRR, 2019)

A Reliability-Aware Vehicular Crowdsensing System for Pothole Profiling. - Weida Zhong; Qiuling Suo; Fenglong Ma; Yunfei Hou; Abhishek Gupta; Chunming Qiao; Lu Su 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2019)

Towards Confidence Interval Estimation in Truth Discovery. - Houping Xiao; Jing Gao 004; Qi Li 012; Fenglong Ma; Lu Su 001; Yunlong Feng; Aidong Zhang (IEEE Trans. Knowl. Data Eng., 2019)

Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing. - Haiming Jin; Lu Su 001; Danyang Chen; Hongpeng Guo; Klara Nahrstedt; Jinhui Xu 001 (IEEE Trans. Mob. Comput., 2019)

Dolphin: Real-Time Hidden Acoustic Signal Capture with Smartphones. - Man Zhou; Qian Wang 002; Kui Ren 001; Dimitrios Koutsonikolas; Lu Su 001; Yanjiao Chen (IEEE Trans. Mob. Comput., 2019)

Data-Driven Pricing for Sensing Effort Elicitation in Mobile Crowd Sensing Systems. - Haiming Jin; Baoxiang He; Lu Su 001; Klara Nahrstedt; Xinbing Wang (IEEE/ACM Trans. Netw., 2019)

Privacy-Preserving Truth Discovery in Crowd Sensing Systems. - Chenglin Miao; Wenjun Jiang; Lu Su 001; Yaliang Li; Suxin Guo; Zhan Qin; Houping Xiao; Jing Gao 004; Kui Ren 001 (ACM Trans. Sens. Networks, 2019)

Estimation of Road Transverse Slope Using Crowd-Sourced Data from Smartphones. - Abhishek Gupta; Abhinav Khare; Haiming Jin; Adel W. Sadek; Lu Su 001; Chunming Qiao (SIGSPATIAL/GIS, 2020)

Towards Differentially Private Truth Discovery for Crowd Sensing Systems. - Yaliang Li; Houping Xiao; Zhan Qin; Chenglin Miao; Lu Su 001; Jing Gao 004; Kui Ren 001; Bolin Ding (ICDCS, 2020)

Road Grade Estimation Using Crowd-Sourced Smartphone Data. - Abhishek Gupta; Shaohan Hu; Weida Zhong; Adel W. Sadek; Lu Su 001; Chunming Qiao (IPSN, 2020)

Towards 3D human pose construction using wifi. - Wenjun Jiang; Hongfei Xue; Chenglin Miao; Shiyang Wang; Sen Lin 009; Chong Tian; Srinivasan Murali; Haochen Hu; Zhi Sun; Lu Su 001 (MobiCom, 2020)

VocalPrint: exploring a resilient and secure voice authentication via mmWave biometric interrogation. - Huining Li; Chenhan Xu; Aditya Singh Rathore; Zhengxiong Li; Hanbin Zhang; Chen Song 001; Kun Wang 005; Lu Su 001; Feng Lin 004; Kui Ren 001; Wenyao Xu (SenSys, 2020)

WaveSpy: Remote and Through-wall Screen Attack via mmWave Sensing. - Zhengxiong Li; Fenglong Ma; Aditya Singh Rathore; Zhuolin Yang; Baicheng Chen; Lu Su 001; Wenyao Xu (SP, 2020)

DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition. - Hongfei Xue; Wenjun Jiang; Chenglin Miao; Fenglong Ma; Shiyang Wang; Ye Yuan 006; Shuochao Yao; Aidong Zhang; Lu Su 001 (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2020)

Learning Distance Metrics from Probabilistic Information. - Mengdi Huai; Chenglin Miao; Yaliang Li; Qiuling Suo; Lu Su 001; Aidong Zhang (ACM Trans. Knowl. Discov. Data, 2020)

Can We Use Arbitrary Objects to Attack LiDAR Perception in Autonomous Driving? - Yi Zhu 012; Chenglin Miao; Tianhang Zheng; Foad Hajiaghajani; Lu Su 001; Chunming Qiao (CCS, 2021)

Profanity-Avoiding Training Framework for Seq2seq Models with Certified Robustness. - Hengtong Zhang; Tianhang Zheng; Yaliang Li; Jing Gao 004; Lu Su 001; Bo Li 126 (EMNLP (1), 2021)

Heterogeneous Spatio-Temporal Graph Convolution Network for Traffic Forecasting with Missing Values. - Weida Zhong; Qiuling Suo; Xiaowei Jia; Aidong Zhang; Lu Su 001 (ICDCS, 2021)

Data Poisoning Attacks Against Outcome Interpretations of Predictive Models. - Hengtong Zhang; Jing Gao 004; Lu Su 001 (KDD, 2021)

Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data. - Hengtong Zhang; Changxin Tian; Yaliang Li; Lu Su 001; Nan Yang; Wayne Xin Zhao; Jing Gao 004 (KDD, 2021)

mmMesh: towards 3D real-time dynamic human mesh construction using millimeter-wave. - Hongfei Xue; Yan Ju; Chenglin Miao; Yijiang Wang; Shiyang Wang; Aidong Zhang; Lu Su 001 (MobiSys, 2021)

Adversarial Attacks against LiDAR Semantic Segmentation in Autonomous Driving. - Yi Zhu 012; Chenglin Miao; Foad Hajiaghajani; Mengdi Huai; Lu Su 001; Chunming Qiao (SenSys, 2021)

Truth Discovery With Multi-Modal Data in Social Sensing. - Huajie Shao; Dachun Sun; Shuochao Yao; Lu Su 001; Zhibo Wang 001; Dongxin Liu; Shengzhong Liu; Lance M. Kaplan; Tarek F. Abdelzaher (IEEE Trans. Computers, 2021)

Who Is in Control? Practical Physical Layer Attack and Defense for mmWave-Based Sensing in Autonomous Vehicles. - Zhi Sun; Sarankumar Balakrishnan; Lu Su 001; Arupjyoti Bhuyan; Pu Wang 001; Chunming Qiao (IEEE Trans. Inf. Forensics Secur., 2021)

Driver Behavior-aware Parking Availability Crowdsensing System Using Truth Discovery. - Yi Zhu 012; Abhishek Gupta; Shaohan Hu; Weida Zhong; Lu Su 001; Chunming Qiao (ACM Trans. Sens. Networks, 2021)

Joint Order Dispatch and Charging for Electric Self-Driving Taxi Systems. - Guiyun Fan; Haiming Jin; Yiran Zhao 001; Yiwen Song; Xiaoying Gan; Jiaxin Ding 001; Lu Su 001; Xinbing Wang (INFOCOM, 2022)

M4esh: mmWave-Based 3D Human Mesh Construction for Multiple Subjects. - Hongfei Xue; Qiming Cao; Yan Ju; Haochen Hu; Haoyu Wang 004; Aidong Zhang; Lu Su 001 (SenSys, 2022)

Towards Backdoor Attacks against LiDAR Object Detection in Autonomous Driving. - Yan Zhang 133; Yi Zhu 012; Zihao Liu; Chenglin Miao; Foad Hajiaghajani; Lu Su 001; Chunming Qiao (SenSys, 2022)

Towards the Inference of Travel Purpose with Heterogeneous Urban Data. - Chuishi Meng; Yu Cui; Qing He 011; Lu Su 001; Jing Gao 004 (IEEE Trans. Big Data, 2022)

Joint Charging and Relocation Recommendation for E-Taxi Drivers via Multi-Agent Mean Field Hierarchical Reinforcement Learning. - Enshu Wang; Rong Ding; Zhaoxing Yang; Haiming Jin; Chenglin Miao; Lu Su 001; Fan Zhang 019; Chunming Qiao; Xinbing Wang (IEEE Trans. Mob. Comput., 2022)

SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification. - Tianci Liu 003; Haoyu Wang 004; Yaqing Wang 001; Xiaoqian Wang 001; Lu Su 001; Jing Gao 004 (AAAI, 2023)

TileMask: A Passive-Reflection-based Attack against mmWave Radar Object Detection in Autonomous Driving. - Yi Zhu 012; Chenglin Miao; Hongfei Xue; Zhengxiong Li; Yunnan Yu; Wenyao Xu; Lu Su 001; Chunming Qiao (CCS, 2023)

Peer-to-Peer Federated Continual Learning for Naturalistic Driving Action Recognition. - Liangqi Yuan; Yunsheng Ma; Lu Su 001; Ziran Wang (CVPR Workshops, 2023)

Towards Generalized mmWave-based Human Pose Estimation through Signal Augmentation. - Hongfei Xue; Qiming Cao; Chenglin Miao; Yan Ju; Haochen Hu; Aidong Zhang; Lu Su 001 (MobiCom, 2023)

VocalPrint: A mmWave-Based Unmediated Vocal Sensing System for Secure Authentication. - Huining Li; Chenhan Xu; Aditya Singh Rathore; Zhengxiong Li; Hanbin Zhang; Chen Song 001; Kun Wang 005; Lu Su 001; Feng Lin 004; Kui Ren 001; Wenyao Xu (IEEE Trans. Mob. Comput., 2023)

Soil Moisture Sensing with UAV-Mounted IR-UWB Radar and Deep Learning. - Rong Ding; Haiming Jin; Dong Xiang; Xiaocheng Wang; Yongkui Zhang; Dingman Shen; Lu Su 001; Wentian Hao; Mingyuan Tao; Xinbing Wang; Chenghu Zhou (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2023)

Optimizing Cross-Line Dispatching for Minimum Electric Bus Fleet. - Chonghuan Wang; Yiwen Song; Guiyun Fan; Haiming Jin; Lu Su 001; Fan Zhang 019; Xinbing Wang (IEEE Trans. Mob. Comput., 2023)

PhaseAnti: An Anti-Interference WiFi-Based Activity Recognition System Using Interference-Independent Phase Component. - Jinyang Huang; Bin Liu 016; Chenglin Miao; Yan Lu 001; Qijia Zheng; Yu Wu 020; Jiancun Liu; Lu Su 001; Chang Wen Chen (IEEE Trans. Mob. Comput., 2023)

Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application. - Liangqi Yuan; Lu Su 001; Ziran Wang (IEEE Internet Things J., 2023)

Towards Poisoning Fair Representations. - Tianci Liu 003; Haoyu Wang 004; Feijie Wu; Hengtong Zhang; Pan Li 005; Lu Su 001; Jing Gao 004 (ICLR, 2024)

Malicious Attacks against Multi-Sensor Fusion in Autonomous Driving. - Yi Zhu 012; Chenglin Miao; Hongfei Xue; Yunnan Yu; Lu Su 001; Chunming Qiao (MobiCom, 2024)

FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction. - Feijie Wu; Xingchen Wang; Yaqing Wang 001; Tianci Liu 003; Lu Su 001; Jing Gao 004 (NeurIPS, 2024)

mmCLIP: Boosting mmWave-based Zero-shot HAR via Signal-Text Alignment. - Qiming Cao; Hongfei Xue; Tianci Liu 003; Xingchen Wang; Haoyu Wang 004; Xincheng Zhang; Lu Su 001 (SenSys, 2024)

Towards Efficient Heterogeneous Multi-Modal Federated Learning with Hierarchical Knowledge Disentanglement. - Xingchen Wang; Haoyu Wang 004; Feijie Wu; Tianci Liu 003; Qiming Cao; Lu Su 001 (SenSys, 2024)

Optimizing Long-Term Efficiency and Fairness in Ride-Hailing Under Budget Constraint via Joint Order Dispatching and Driver Repositioning. - Jiahui Sun; Haiming Jin; Zhaoxing Yang; Lu Su 001 (IEEE Trans. Knowl. Data Eng., 2024)

PhyFinAtt: An Undetectable Attack Framework Against PHY Layer Fingerprint-Based WiFi Authentication. - Jinyang Huang; Bin Liu 016; Chenglin Miao; Xiang Zhang 011; Jianchun Liu; Lu Su 001; Zhi Liu 002; Yu Gu 003 (IEEE Trans. Mob. Comput., 2024)

Towards Smartphone-based 3D Hand Pose Reconstruction Using Acoustic Signals. - Shiyang Wang; Xingchen Wang; Wenjun Jiang; Chenglin Miao; Qiming Cao; Haoyu Wang 004; Ke Sun 012; Hongfei Xue; Lu Su 001 (ACM Trans. Sens. Networks, 2024)

Towards Federated RLHF with Aggregated Client Preference for LLMs. - Feijie Wu; Xiaoze Liu; Haoyu Wang 004; Xingchen Wang; Lu Su 001; Jing Gao 004 (ICLR, 2025)

RAM-Hand: Robust Acoustic Multi-Hand Pose Reconstruction Using a Microphone Array. - Shiyang Wang; Henglin Pu; Qiming Cao; Wenjun Jiang; Xingchen Wang; Tianci Liu 003; Zhengxin Jiang; Hongfei Xue; Lu Su 001 (SenSys, 2025)

SigCan: Toward Reliable ToF Estimation Leveraging Multipath Signal Cancellation on Commodity WiFi Devices. - Yang Li 162; Dan Wu 007; Jiahe Chen; Weiyan Shi; Leye Wang; Lu Su 001; Wenwei Li; Daqing Zhang 001 (IEEE Trans. Mob. Comput., 2025)