Lu Su

175 papers A* 41A 18B 18C 1Misc 15Journal 60Unranked 21
YearRankTypeTitle / Venue / Authors
2026 J jnl
OTFS-ISAC System With Sub-Nyquist ADC Sampling Rate.
IEEE J. Sel. Areas Commun.
Henglin Pu, Xuefeng Wang, Ajay Kumar, Lu Su, Husheng Li
2026 J jnl
Space-Time-Frequency Synthetic Integrated Sensing and Communication Networks.
IEEE Trans. Wirel. Commun.
Henglin Pu, Xuefeng Wang, Lu Su, Husheng Li
2026 — conf
Towards Privacy-Preserving and Heterogeneity-aware Split Federated Learning via Probabilistic Masking.
KDD (1)
Xingchen Wang, Feijie Wu, Chenglin Miao, Tianchun Li, Haoyu Hu, Qiming Cao, Jing Gao, Lu Su
2025 B conf
Enhancing Non-line-of-sight ISAC with Position-Aware Beamforming.
GLOBECOM
Henglin Pu, Xuefeng Wang, Karim Said, Lingjia Liu, Lu Su, Husheng Li
2025 — conf
OTFS-Based ISAC with Reduced Sampling Rate: Algorithm and Experiment.
ICC
Henglin Pu, Xuefeng Wang, Lu Su, Husheng Li
2025 Misc conf
RAM-Hand: Robust Acoustic Multi-Hand Pose Reconstruction Using a Microphone Array.
SenSys
Shiyang Wang, Henglin Pu, Qiming Cao, Wenjun Jiang, Xingchen Wang, Tianci Liu, Zhengxin Jiang, Hongfei Xue, Lu Su
2025 — conf
Resource Allocation for OTFS with High Mobility.
ICC
Henglin Pu, Xuefeng Wang, Lu Su, Husheng Li
2025 J jnl
SigCan: Toward Reliable ToF Estimation Leveraging Multipath Signal Cancellation on Commodity WiFi Devices.
IEEE Trans. Mob. Comput.
Yang Li, Dan Wu, Jiahe Chen, Weiyan Shi, Leye Wang, Lu Su, Wenwei Li, Daqing Zhang
2025 A* conf
Towards Federated RLHF with Aggregated Client Preference for LLMs.
ICLR
Feijie Wu, Xiaoze Liu, Haoyu Wang, Xingchen Wang, Lu Su, Jing Gao
2025 J jnl
Towards Privacy-Preserving and Heterogeneity-aware Split Federated Learning via Probabilistic Masking.
CoRR
Xingchen Wang, Feijie Wu, Chenglin Miao, Tianchun Li, Haoyu Hu, Qiming Cao, Jing Gao, Lu Su
2025 — conf
Towards Universal Debiasing for Language Models-based Tabular Data Generation.
EMNLP (Findings)
Tianchun Li, Tianci Liu, Xingchen Wang, Rongzhe Wei, Pan Li, Lu Su, Jing Gao
2025 J jnl
Towards Universal Debiasing for Language Models-based Tabular Data Generation.
CoRR
Tianchun Li, Tianci Liu, Xingchen Wang, Rongzhe Wei, Pan Li, Lu Su, Jing Gao
2024 A* conf
FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction.
NeurIPS
Feijie Wu, Xingchen Wang, Yaqing Wang, Tianci Liu, Lu Su, Jing Gao
2024 J jnl
FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction.
CoRR
Feijie Wu, Xingchen Wang, Yaqing Wang, Tianci Liu, Lu Su, Jing Gao
2024 A* conf
Malicious Attacks against Multi-Sensor Fusion in Autonomous Driving.
MobiCom
Yi Zhu, Chenglin Miao, Hongfei Xue, Yunnan Yu, Lu Su, Chunming Qiao
2024 B conf
Multiple-Metric Frame Optimization for OTFS with Experimental Demonstration.
GLOBECOM
Henglin Pu, Xuefeng Wang, Lu Su, Husheng Li
2024 J jnl
Optimizing Long-Term Efficiency and Fairness in Ride-Hailing Under Budget Constraint via Joint Order Dispatching and Driver Repositioning.
IEEE Trans. Knowl. Data Eng.
Jiahui Sun, Haiming Jin, Zhaoxing Yang, Lu Su
2024 J jnl
PhyFinAtt: An Undetectable Attack Framework Against PHY Layer Fingerprint-Based WiFi Authentication.
IEEE Trans. Mob. Comput.
Jinyang Huang, Bin Liu, Chenglin Miao, Xiang Zhang, Jianchun Liu, Lu Su, Zhi Liu, Yu Gu
2024 Misc conf
Towards Efficient Heterogeneous Multi-Modal Federated Learning with Hierarchical Knowledge Disentanglement.
SenSys
Xingchen Wang, Haoyu Wang, Feijie Wu, Tianci Liu, Qiming Cao, Lu Su
2024 A* conf
Towards Poisoning Fair Representations.
ICLR
Tianci Liu, Haoyu Wang, Feijie Wu, Hengtong Zhang, Pan Li, Lu Su, Jing Gao
2024 J jnl
Towards Smartphone-based 3D Hand Pose Reconstruction Using Acoustic Signals.
ACM Trans. Sens. Networks
Shiyang Wang, Xingchen Wang, Wenjun Jiang, Chenglin Miao, Qiming Cao, Haoyu Wang, Ke Sun, Hongfei Xue, Lu Su
2024 Misc conf
mmCLIP: Boosting mmWave-based Zero-shot HAR via Signal-Text Alignment.
SenSys
Qiming Cao, Hongfei Xue, Tianci Liu, Xingchen Wang, Haoyu Wang, Xincheng Zhang, Lu Su
2023 J jnl
Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application.
CoRR
Liangqi Yuan, Lu Su, Ziran Wang
2023 J jnl
Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application.
IEEE Internet Things J.
Liangqi Yuan, Lu Su, Ziran Wang
2023 A* conf
Multi-Objective Order Dispatch for Urban Crowd Sensing with For-Hire Vehicles.
INFOCOM
Jiahui Sun, Haiming Jin, Rong Ding, Guiyun Fan, Yifei Wei, Lu Su
2023 J jnl
Optimizing Cross-Line Dispatching for Minimum Electric Bus Fleet.
IEEE Trans. Mob. Comput.
Chonghuan Wang, Yiwen Song, Guiyun Fan, Haiming Jin, Lu Su, Fan Zhang, Xinbing Wang
2023 — conf
Peer-to-Peer Federated Continual Learning for Naturalistic Driving Action Recognition.
CVPR Workshops
Liangqi Yuan, Yunsheng Ma, Lu Su, Ziran Wang
2023 J jnl
Peer-to-Peer Federated Continual Learning for Naturalistic Driving Action Recognition.
CoRR
Liangqi Yuan, Yunsheng Ma, Lu Su, Ziran Wang
2023 J jnl
PhaseAnti: An Anti-Interference WiFi-Based Activity Recognition System Using Interference-Independent Phase Component.
IEEE Trans. Mob. Comput.
Jinyang Huang, Bin Liu, Chenglin Miao, Yan Lu, Qijia Zheng, Yu Wu, Jiancun Liu, Lu Su, Chang Wen Chen
2023 A* conf
SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification.
AAAI
Tianci Liu, Haoyu Wang, Yaqing Wang, Xiaoqian Wang, Lu Su, Jing Gao
2023 J jnl
SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification.
CoRR
Tianci Liu, Haoyu Wang, Yaqing Wang, Xiaoqian Wang, Lu Su, Jing Gao
2023 J jnl
Soil Moisture Sensing with UAV-Mounted IR-UWB Radar and Deep Learning.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Rong Ding, Haiming Jin, Dong Xiang, Xiaocheng Wang, Yongkui Zhang, Dingman Shen, Lu Su, Wentian Hao, Mingyuan Tao, Xinbing Wang, Chenghu Zhou
2023 A* conf
TileMask: A Passive-Reflection-based Attack against mmWave Radar Object Detection in Autonomous Driving.
CCS
Yi Zhu, Chenglin Miao, Hongfei Xue, Zhengxiong Li, Yunnan Yu, Wenyao Xu, Lu Su, Chunming Qiao
2023 A* conf
Towards Generalized mmWave-based Human Pose Estimation through Signal Augmentation.
MobiCom
Hongfei Xue, Qiming Cao, Chenglin Miao, Yan Ju, Haochen Hu, Aidong Zhang, Lu Su
2023 J jnl
Towards Poisoning Fair Representations.
CoRR
Tianci Liu, Haoyu Wang, Feijie Wu, Hengtong Zhang, Pan Li, Lu Su, Jing Gao
2023 J jnl
VocalPrint: A mmWave-Based Unmediated Vocal Sensing System for Secure Authentication.
IEEE Trans. Mob. Comput.
Huining Li, Chenhan Xu, Aditya Singh Rathore, Zhengxiong Li, Hanbin Zhang, Chen Song, Kun Wang, Lu Su, Feng Lin, Kui Ren, Wenyao Xu
2022 J jnl
Joint Charging and Relocation Recommendation for E-Taxi Drivers via Multi-Agent Mean Field Hierarchical Reinforcement Learning.
IEEE Trans. Mob. Comput.
Enshu Wang, Rong Ding, Zhaoxing Yang, Haiming Jin, Chenglin Miao, Lu Su, Fan Zhang, Chunming Qiao, Xinbing Wang
2022 A* conf
Joint Order Dispatch and Charging for Electric Self-Driving Taxi Systems.
INFOCOM
Guiyun Fan, Haiming Jin, Yiran Zhao, Yiwen Song, Xiaoying Gan, Jiaxin Ding, Lu Su, Xinbing Wang
2022 Misc conf
M
SenSys
Hongfei Xue, Qiming Cao, Yan Ju, Haochen Hu, Haoyu Wang, Aidong Zhang, Lu Su
2022 A* conf
Optimizing Long-Term Efficiency and Fairness in Ride-Hailing via Joint Order Dispatching and Driver Repositioning.
KDD
Jiahui Sun, Haiming Jin, Zhaoxing Yang, Lu Su, Xinbing Wang
2022 Misc conf
Towards Backdoor Attacks against LiDAR Object Detection in Autonomous Driving.
SenSys
Yan Zhang, Yi Zhu, Zihao Liu, Chenglin Miao, Foad Hajiaghajani, Lu Su, Chunming Qiao
2022 J jnl
Towards the Inference of Travel Purpose with Heterogeneous Urban Data.
IEEE Trans. Big Data
Chuishi Meng, Yu Cui, Qing He, Lu Su, Jing Gao
2021 Misc conf
Adversarial Attacks against LiDAR Semantic Segmentation in Autonomous Driving.
SenSys
Yi Zhu, Chenglin Miao, Foad Hajiaghajani, Mengdi Huai, Lu Su, Chunming Qiao
2021 A* conf
Can We Use Arbitrary Objects to Attack LiDAR Perception in Autonomous Driving?
CCS
Yi Zhu, Chenglin Miao, Tianhang Zheng, Foad Hajiaghajani, Lu Su, Chunming Qiao
2021 A* conf
Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data.
KDD
Hengtong Zhang, Changxin Tian, Yaliang Li, Lu Su, Nan Yang, Wayne Xin Zhao, Jing Gao
2021 A* conf
Data Poisoning Attacks Against Outcome Interpretations of Predictive Models.
KDD
Hengtong Zhang, Jing Gao, Lu Su
2021 J jnl
Driver Behavior-aware Parking Availability Crowdsensing System Using Truth Discovery.
ACM Trans. Sens. Networks
Yi Zhu, Abhishek Gupta, Shaohan Hu, Weida Zhong, Lu Su, Chunming Qiao
2021 A conf
Heterogeneous Spatio-Temporal Graph Convolution Network for Traffic Forecasting with Missing Values.
ICDCS
Weida Zhong, Qiuling Suo, Xiaowei Jia, Aidong Zhang, Lu Su
2021 J jnl
MetaTP: Traffic Prediction with Unevenly-Distributed Road Sensing Data via Fast Adaptation.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Weida Zhong, Qiuling Suo, Abhishek Gupta, Xiaowei Jia, Chunming Qiao, Lu Su
2021 — conf
Profanity-Avoiding Training Framework for Seq2seq Models with Certified Robustness.
EMNLP (1)
Hengtong Zhang, Tianhang Zheng, Yaliang Li, Jing Gao, Lu Su, Bo Li
2021 J jnl
Truth Discovery With Multi-Modal Data in Social Sensing.
IEEE Trans. Computers
Huajie Shao, Dachun Sun, Shuochao Yao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher
2021 J jnl
Who Is in Control? Practical Physical Layer Attack and Defense for mmWave-Based Sensing in Autonomous Vehicles.
IEEE Trans. Inf. Forensics Secur.
Zhi Sun, Sarankumar Balakrishnan, Lu Su, Arupjyoti Bhuyan, Pu Wang, Chunming Qiao
2021 A conf
mmMesh: towards 3D real-time dynamic human mesh construction using millimeter-wave.
MobiSys
Hongfei Xue, Yan Ju, Chenglin Miao, Yijiang Wang, Shiyang Wang, Aidong Zhang, Lu Su
2020 J jnl
DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Hongfei Xue, Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shiyang Wang, Ye Yuan, Shuochao Yao, Aidong Zhang, Lu Su
2020 — conf
Estimation of Road Transverse Slope Using Crowd-Sourced Data from Smartphones.
SIGSPATIAL/GIS
Abhishek Gupta, Abhinav Khare, Haiming Jin, Adel W. Sadek, Lu Su, Chunming Qiao
2020 J jnl
Learning Distance Metrics from Probabilistic Information.
ACM Trans. Knowl. Discov. Data
Mengdi Huai, Chenglin Miao, Yaliang Li, Qiuling Suo, Lu Su, Aidong Zhang
2020 — conf
Road Grade Estimation Using Crowd-Sourced Smartphone Data.
IPSN
Abhishek Gupta, Shaohan Hu, Weida Zhong, Adel W. Sadek, Lu Su, Chunming Qiao
2020 A* conf
Towards 3D human pose construction using wifi.
MobiCom
Wenjun Jiang, Hongfei Xue, Chenglin Miao, Shiyang Wang, Sen Lin, Chong Tian, Srinivasan Murali, Haochen Hu, Zhi Sun, Lu Su
2020 A conf
Towards Differentially Private Truth Discovery for Crowd Sensing Systems.
ICDCS
Yaliang Li, Houping Xiao, Zhan Qin, Chenglin Miao, Lu Su, Jing Gao, Kui Ren, Bolin Ding
2020 Misc conf
VocalPrint: exploring a resilient and secure voice authentication via mmWave biometric interrogation.
SenSys
Huining Li, Chenhan Xu, Aditya Singh Rathore, Zhengxiong Li, Hanbin Zhang, Chen Song, Kun Wang, Lu Su, Feng Lin, Kui Ren, Wenyao Xu
2020 A* conf
WaveSpy: Remote and Through-wall Screen Attack via mmWave Sensing.
SP
Zhengxiong Li, Fenglong Ma, Aditya Singh Rathore, Zhuolin Yang, Baicheng Chen, Lu Su, Wenyao Xu
2020 J jnl
Who is in Control? Practical Physical Layer Attack and Defense for mmWave based Sensing in Autonomous Vehicles.
CoRR
Zhi Sun, Sarankumar Balakrishnan, Lu Su, Arupjyoti Bhuyan, Pu Wang, Chunming Qiao
2019 J jnl
A Reliability-Aware Vehicular Crowdsensing System for Pothole Profiling.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Weida Zhong, Qiuling Suo, Fenglong Ma, Yunfei Hou, Abhishek Gupta, Chunming Qiao, Lu Su
2019 J jnl
A hybrid self-attention deep learning framework for multivariate sleep stage classification.
BMC Bioinform.
Ye Yuan, Kebin Jia, Fenglong Ma, Guangxu Xun, Yaqing Wang, Lu Su, Aidong Zhang
2019 A* conf
Automating CSI Measurement with UAVs: from Problem Formulation to Energy-Optimal Solution.
INFOCOM
Sixu Piao, Zhongjie Ba, Lu Su, Dimitrios Koutsonikolas, Shi Li, Kui Ren
2019 A* conf
Data Poisoning Attack against Knowledge Graph Embedding.
IJCAI
Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su, Yaliang Li, Kui Ren
2019 J jnl
Data-Driven Pricing for Sensing Effort Elicitation in Mobile Crowd Sensing Systems.
IEEE/ACM Trans. Netw.
Haiming Jin, Baoxiang He, Lu Su, Klara Nahrstedt, Xinbing Wang
2019 A* conf
Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm.
IJCAI
Mengdi Huai, Hongfei Xue, Chenglin Miao, Liuyi Yao, Lu Su, Changyou Chen, Aidong Zhang
2019 B conf
DeepFusion: A Deep Learning Framework for the Fusion of Heterogeneous Sensory Data.
MobiHoc
Hongfei Xue, Wenjun Jiang, Chenglin Miao, Ye Yuan, Fenglong Ma, Xin Ma, Yijiang Wang, Shuochao Yao, Wenyao Xu, Aidong Zhang, Lu Su
2019 J jnl
Dolphin: Real-Time Hidden Acoustic Signal Capture with Smartphones.
IEEE Trans. Mob. Comput.
Man Zhou, Qian Wang, Kui Ren, Dimitrios Koutsonikolas, Lu Su, Yanjiao Chen
2019 A* conf
Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium.
INFOCOM
Haiming Jin, Hongpeng Guo, Lu Su, Klara Nahrstedt, Xinbing Wang
2019 J jnl
Privacy-Preserving Truth Discovery in Crowd Sensing Systems.
ACM Trans. Sens. Networks
Chenglin Miao, Wenjun Jiang, Lu Su, Yaliang Li, Suxin Guo, Zhan Qin, Houping Xiao, Jing Gao, Kui Ren
2019 A* conf
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks.
WWW
Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han, Tarek F. Abdelzaher
2019 J jnl
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks.
CoRR
Shuochao Yao, Ailing Piao, Wenjun Jiang, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Jinyang Li, Tianshi Wang, Shaohan Hu, Lu Su, Jiawei Han, Tarek F. Abdelzaher
2019 J jnl
Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing.
IEEE Trans. Mob. Comput.
Haiming Jin, Lu Su, Danyang Chen, Hongpeng Guo, Klara Nahrstedt, Jinhui Xu
2019 J jnl
Towards Confidence Interval Estimation in Truth Discovery.
IEEE Trans. Knowl. Data Eng.
Houping Xiao, Jing Gao, Qi Li, Fenglong Ma, Lu Su, Yunlong Feng, Aidong Zhang
2019 J jnl
Towards Data Poisoning Attack against Knowledge Graph Embedding.
CoRR
Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su, Yaliang Li, Kui Ren
2019 C conf
Unsupervised Fact-finding with Multi-modal Data in Social Sensing.
FUSION
Huajie Shao, Shuochao Yao, Yiran Zhao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher
2018 A* conf
A Constrained Maximum Likelihood Estimator for Unguided Social Sensing.
INFOCOM
Huajie Shao, Shuochao Yao, Yiran Zhao, Chao Zhang, Jinda Han, Lance M. Kaplan, Lu Su, Tarek F. Abdelzaher
2018 A* conf
An Efficient Two-Layer Mechanism for Privacy-Preserving Truth Discovery.
KDD
Yaliang Li, Chenglin Miao, Lu Su, Jing Gao, Qi Li, Bolin Ding, Zhan Qin, Kui Ren
2018 A conf
ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications.
ICDCS
Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher
2018 A* conf
Attack under Disguise: An Intelligent Data Poisoning Attack Mechanism in Crowdsourcing.
WWW
Chenglin Miao, Qi Li, Lu Su, Mengdi Huai, Wenjun Jiang, Jing Gao
2018 J jnl
Cooperative and Integrated Vehicle and Intersection Control for Energy Efficiency (CIVIC-E
IEEE Trans. Intell. Transp. Syst.
Yunfei Hou, Salaheldeen M. S. Seliman, Enshu Wang, Jeffrey D. Gonder, Eric Wood, Qing He, Adel W. Sadek, Lu Su, Chunming Qiao
2018 J jnl
Deep Learning for the Internet of Things.
Computer
Shuochao Yao, Yiran Zhao, Aston Zhang, Shaohan Hu, Huajie Shao, Chao Zhang, Lu Su, Tarek F. Abdelzaher
2018 A* conf
EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection.
KDD
Yaqing Wang, Fenglong Ma, Zhiwei Jin, Ye Yuan, Guangxu Xun, Kishlay Jha, Lu Su, Jing Gao
2018 Misc conf
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices.
SenSys
Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher
2018 J jnl
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices.
CoRR
Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher
2018 J jnl
Incentive Mechanism for Privacy-Aware Data Aggregation in Mobile Crowd Sensing Systems.
IEEE/ACM Trans. Netw.
Haiming Jin, Lu Su, Houping Xiao, Klara Nahrstedt
2018 B conf
Leveraging the Power of Informative Users for Local Event Detection.
ASONAM
Hengtong Zhang, Fenglong Ma, Yaliang Li, Chao Zhang, Tianqi Wang, Yaqing Wang, Jing Gao, Lu Su
2018 A* conf
Metric Learning from Probabilistic Labels.
KDD
Mengdi Huai, Chenglin Miao, Yaliang Li, Qiuling Suo, Lu Su, Aidong Zhang
2018 A* conf
MuVAN: A Multi-view Attention Network for Multivariate Temporal Data.
ICDM
Ye Yuan, Guangxu Xun, Fenglong Ma, Yaqing Wang, Nan Du, Kebin Jia, Lu Su, Aidong Zhang
2018 — conf
Multivariate Sleep Stage Classification using Hybrid Self-Attentive Deep Learning Networks.
BIBM
Ye Yuan, Kebin Jia, Fenglong Ma, Guangxu Xun, Yaqing Wang, Lu Su, Aidong Zhang
2018 A conf
Online Truth Discovery on Time Series Data.
SDM
Liuyi Yao, Lu Su, Qi Li, Yaliang Li, Fenglong Ma, Jing Gao, Aidong Zhang
2018 J jnl
SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Shaohan Hu, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher
2018 A* conf
TextTruth: An Unsupervised Approach to Discover Trustworthy Information from Multi-Sourced Text Data.
KDD
Hengtong Zhang, Yaliang Li, Fenglong Ma, Jing Gao, Lu Su
2018 B conf
Towards Data Poisoning Attacks in Crowd Sensing Systems.
MobiHoc
Chenglin Miao, Qi Li, Houping Xiao, Wenjun Jiang, Mengdi Huai, Lu Su
2018 J jnl
Towards Differentially Private Truth Discovery for Crowd Sensing Systems.
CoRR
Yaliang Li, Houping Xiao, Zhan Qin, Chenglin Miao, Lu Su, Jing Gao, Kui Ren, Bolin Ding
2018 A* conf
Towards Environment Independent Device Free Human Activity Recognition.
MobiCom
Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shuochao Yao, Yaqing Wang, Ye Yuan, Hongfei Xue, Chen Song, Xin Ma, Dimitrios Koutsonikolas, Wenyao Xu, Lu Su
2018 A conf
Towards Personalized Learning in Mobile Sensing Systems.
ICDCS
Wenjun Jiang, Qi Li, Lu Su, Chenglin Miao, Quanquan Gu, Wenyao Xu
2018 J jnl
Towards Quality Aware Information Integration in Distributed Sensing Systems.
IEEE Trans. Parallel Distributed Syst.
Wenjun Jiang, Chenglin Miao, Lu Su, Qi Li, Shaohan Hu, Shiguang Wang, Jing Gao, Hengchang Liu, Tarek F. Abdelzaher, Jiawei Han, Xue (Steve) Liu, Yan Gao, Lance M. Kaplan
2017 J jnl
A Weighted Crowdsourcing Approach for Network Quality Measurement in Cellular Data Networks.
IEEE Trans. Mob. Comput.
Yaliang Li, Jing Gao, Patrick P. C. Lee, Lu Su, Caifeng He, Cheng He, Fan Yang, Wei Fan
2017 A* conf
A lightweight privacy-preserving truth discovery framework for mobile crowd sensing systems.
INFOCOM
Chenglin Miao, Lu Su, Wenjun Jiang, Yaliang Li, Miaomiao Tian
2017 J jnl
CENTURION: Incentivizing Multi-Requester Mobile Crowd Sensing.
CoRR
Haiming Jin, Lu Su, Klara Nahrstedt
2017 A* conf
CENTURION: Incentivizing multi-requester mobile crowd sensing.
INFOCOM
Haiming Jin, Lu Su, Klara Nahrstedt
2017 — conf
City-wide Traffic Volume Inference with Loop Detector Data and Taxi Trajectories.
SIGSPATIAL/GIS
Chuishi Meng, Xiuwen Yi, Lu Su, Jing Gao, Yu Zheng
2017 J jnl
Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework.
CoRR
Shuochao Yao, Yiran Zhao, Aston Zhang, Lu Su, Tarek F. Abdelzaher
2017 Misc conf
DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework.
SenSys
Shuochao Yao, Yiran Zhao, Aston Zhang, Lu Su, Tarek F. Abdelzaher
2017 A* conf
Discovering Truths from Distributed Data.
ICDM
Yaqing Wang, Fenglong Ma, Lu Su, Jing Gao
2017 — conf
GreenDrive: a smartphone-based intelligent speed adaptation system with real-time traffic signal prediction.
ICCPS
Yiran Zhao, Shen Li, Shaohan Hu, Lu Su, Shuochao Yao, Huajie Shao, Hongwei Wang, Tarek F. Abdelzaher
2017 J jnl
On Exploiting Structured Human Interactions to Enhance Sensing Accuracy in Cyber-physical Systems.
ACM Trans. Cyber Phys. Syst.
Hongwei Wang, Yunlong Gao, Shaohan Hu, Shiguang Wang, Renato Mancuso, Minje Kim, Po-Liang Wu, Lu Su, Lui Sha, Tarek F. Abdelzaher
2017 B conf
Theseus: Incentivizing Truth Discovery in Mobile Crowd Sensing Systems.
MobiHoc
Haiming Jin, Lu Su, Klara Nahrstedt
2017 J jnl
Theseus: Incentivizing Truth Discovery in Mobile Crowd Sensing Systems.
CoRR
Haiming Jin, Lu Su, Klara Nahrstedt
2017 — conf
Travel purpose inference with GPS trajectories, POIs, and geo-tagged social media data.
IEEE BigData
Chuishi Meng, Yu Cui, Qing He, Lu Su, Jing Gao
2017 A* conf
Unsupervised Discovery of Drug Side-Effects from Heterogeneous Data Sources.
KDD
Fenglong Ma, Chuishi Meng, Houping Xiao, Qi Li, Jing Gao, Lu Su, Aidong Zhang
2017 — conf
VehSense: Slippery Road Detection Using Smartphones.
VTC Spring
Yunfei Hou, Abhishek Gupta, Tong Guan, Shaohan Hu, Lu Su, Chunming Qiao
2017 J jnl
VehSense: Slippery Road Detection Using Smartphones.
CoRR
Yunfei Hou, Abhishek Gupta, Tong Guan, Shaohan Hu, Lu Su, Chunming Qiao
2017 A conf
When Smart TV Meets CRN: Privacy-Preserving Fine-Grained Spectrum Access.
ICDCS
Chaowen Guan, Aziz Mohaisen, Zhi Sun, Lu Su, Kui Ren, Yaling Yang
2017 A conf
You Can Hear But You Cannot Steal: Defending Against Voice Impersonation Attacks on Smartphones.
ICDCS
Si Chen, Kui Ren, Sixu Piao, Cong Wang, Qian Wang, Jian Weng, Lu Su, Aziz Mohaisen
2016 A* conf
A Truth Discovery Approach with Theoretical Guarantee.
KDD
Houping Xiao, Jing Gao, Zhaoran Wang, Shiyu Wang, Lu Su, Han Liu
2016 J jnl
Conflicts to Harmony: A Framework for Resolving Conflicts in Heterogeneous Data by Truth Discovery.
IEEE Trans. Knowl. Data Eng.
Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han
2016 A conf
Crowdsourcing High Quality Labels with a Tight Budget.
WSDM
Qi Li, Fenglong Ma, Jing Gao, Lu Su, Christopher J. Quinn
2016 — conf
Demonstration Abstract: A Novel Human Tracking and Localization System Based on Pyroelectric Infrared Sensors.
IPSN
Yilong Li, Deng Li, Yun Cheng, Guo Liu, Jianwei Niu, Lu Su
2016 A conf
Enabling Privacy-Preserving Incentives for Mobile Crowd Sensing Systems.
ICDCS
Haiming Jin, Lu Su, Bolin Ding, Klara Nahrstedt, Nikita Borisov
2016 J jnl
Experiences with GreenGPS - Fuel-Efficient Navigation Using Participatory Sensing.
IEEE Trans. Mob. Comput.
Fatemeh Saremi, Omid Fatemieh, Hossein Ahmadi, Hongyan Wang, Tarek F. Abdelzaher, Raghu K. Ganti, Hengchang Liu, Shaohan Hu, Shen Li, Lu Su
2016 B conf
INCEPTION: incentivizing privacy-preserving data aggregation for mobile crowd sensing systems.
MobiHoc
Haiming Jin, Lu Su, Houping Xiao, Klara Nahrstedt
2016 A conf
Influence-Aware Truth Discovery.
CIKM
Hengtong Zhang, Qi Li, Fenglong Ma, Houping Xiao, Yaliang Li, Jing Gao, Lu Su
2016 A* conf
Messages behind the sound: real-time hidden acoustic signal capture with smartphones.
MobiCom
Qian Wang, Kui Ren, Man Zhou, Tao Lei, Dimitrios Koutsonikolas, Lu Su
2016 A conf
On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds.
ICDCS
Shuochao Yao, Shaohan Hu, Shen Li, Yiran Zhao, Lu Su, Lance M. Kaplan, Aylin Yener, Tarek F. Abdelzaher
2016 J jnl
Participatory Sensing Meets Opportunistic Sharing: Automatic Phone-to-Phone Communication in Vehicles.
IEEE Trans. Mob. Comput.
Xiaoshan Sun, Shaohan Hu, Lu Su, Tarek F. Abdelzaher, Pan Hui, Wei Zheng, Hengchang Liu, John A. Stankovic
2016 A* conf
Real-time hidden acoustic signal capture with smartphones: demo.
MobiCom
Qian Wang, Kui Ren, Man Zhou, Tao Lei, Dimitrios Koutsonikolas, Lu Su
2016 — conf
Recursive Ground Truth Estimator for Social Data Streams.
IPSN
Shuochao Yao, Md. Tanvir Al Amin, Lu Su, Shaohan Hu, Shen Li, Shiguang Wang, Yiran Zhao, Tarek F. Abdelzaher, Lance M. Kaplan, Charu C. Aggarwal, Aylin Yener
2016 B conf
Sparse approximations of directed information graphs.
ISIT
Christopher J. Quinn, Ali Pinar, Jing Gao, Lu Su
2016 J jnl
TASeT: Improving the Efficiency of Electric Taxis With Transfer-Allowed Rideshare.
IEEE Trans. Veh. Technol.
Yunfei Hou, Weida Zhong, Lu Su, Kevin F. Hulme, Adel W. Sadek, Chunming Qiao
2016 Misc conf
Tackling the Redundancy and Sparsity in Crowd Sensing Applications.
SenSys
Chuishi Meng, Houping Xiao, Lu Su, Yun Cheng
2016 A* conf
Towards Confidence in the Truth: A Bootstrapping based Truth Discovery Approach.
KDD
Houping Xiao, Jing Gao, Qi Li, Fenglong Ma, Lu Su, Yunlong Feng, Aidong Zhang
2016 B conf
Towards distributed ensemble clustering for networked sensing systems: a novel geometric approach.
MobiHoc
Hu Ding, Lu Su, Jinhui Xu
2015 J jnl
A Survey on Truth Discovery.
CoRR
Yaliang Li, Jing Gao, Chuishi Meng, Qi Li, Lu Su, Bo Zhao, Wei Fan, Jiawei Han
2015 J jnl
A Survey on Truth Discovery.
SIGKDD Explor.
Yaliang Li, Jing Gao, Chuishi Meng, Qi Li, Lu Su, Bo Zhao, Wei Fan, Jiawei Han
2015 Misc conf
Cloud-Enabled Privacy-Preserving Truth Discovery in Crowd Sensing Systems.
SenSys
Chenglin Miao, Wenjun Jiang, Lu Su, Yaliang Li, Suxin Guo, Zhan Qin, Houping Xiao, Jing Gao, Kui Ren
2015 A conf
Data Acquisition for Real-Time Decision-Making under Freshness Constraints.
RTSS
Shaohan Hu, Shuochao Yao, Haiming Jin, Yiran Zhao, Yitao Hu, Xiaochen Liu, Nooreddin Naghibolhosseini, Shen Li, Akash Kapoor, William Dron, Lu Su, Amotz Bar-Noy, Pedro A. Szekely, Ramesh Govindan, Reginald L. Hobbs, Tarek F. Abdelzaher
2015 Misc conf
Experiences with eNav: a low-power vehicular navigation system.
UbiComp
Shaohan Hu, Lu Su, Shen Li, Shiguang Wang, Chenji Pan, Siyu Gu, Md. Tanvir Al Amin, Hengchang Liu, Suman Nath, Romit Roy Choudhury, Tarek F. Abdelzaher
2015 — conf
Exploiting structured human interactions to enhance estimation accuracy in cyber-physical systems.
ICCPS
Yunlong Gao, Shaohan Hu, Renato Mancuso, Hongwei Wang, Minje Kim, Po-Liang Wu, Lu Su, Lui Sha, Tarek F. Abdelzaher
2015 A* conf
FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation.
KDD
Fenglong Ma, Yaliang Li, Qi Li, Minghui Qiu, Jing Gao, Shi Zhi, Lu Su, Bo Zhao, Heng Ji, Jiawei Han
2015 J jnl
Joint Source Selection and Data Extrapolation in Social Sensing for Disaster Response.
CoRR
Mohammad Hosseini, Nooreddin Naghibolhosseini, Amotz Barnoy, Peter Terlecky, Hengchang Liu, Shaohan Hu, Shiguang Wang, Md. Tanvir Al Amin, Lu Su, Dong Wang, Ramesh Govindan, Raghu K. Ganti, Mudhakar Srivatsa, Charu C. Aggarwal, Tarek F. Abdelzaher, Siyu Gu, Chenji Pan
2015 B conf
On Exploiting Logical Dependencies for Minimizing Additive Cost Metrics in Resource-Limited Crowdsensing.
DCOSS
Shaohan Hu, Shen Li, Shuochao Yao, Lu Su, Ramesh Govindan, Reginald L. Hobbs, Tarek F. Abdelzaher
2015 A* conf
On the Discovery of Evolving Truth.
KDD
Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han
2015 J jnl
Power-Based Diagnosis of Node Silence in Remote High-End Sensing Systems.
ACM Trans. Sens. Networks
Yong Yang, Lu Su, Mohammad Maifi Hasan Khan, Michael LeMay, Tarek F. Abdelzaher, Jiawei Han
2015 — conf
Predictive Traffic Assignment: A New Method and System for Optimal Balancing of Road Traffic.
ITSC
Yan Gao, Kishore Swaminathan, Zhiyong Cui, Lu Su
2015 B conf
Quality of Information Aware Incentive Mechanisms for Mobile Crowd Sensing Systems.
MobiHoc
Haiming Jin, Lu Su, Danyang Chen, Klara Nahrstedt, Jinhui Xu
2015 — conf
Scalable social sensing of interdependent phenomena.
IPSN
Shiguang Wang, Lu Su, Shen Li, Shaohan Hu, Md. Tanvir Al Amin, Hongwei Wang, Shuochao Yao, Lance M. Kaplan, Tarek F. Abdelzaher
2015 J jnl
SmartRoad: Smartphone-Based Crowd Sensing for Traffic Regulator Detection and Identification.
ACM Trans. Sens. Networks
Shaohan Hu, Lu Su, Hengchang Liu, Hongyan Wang, Tarek F. Abdelzaher
2015 Misc conf
Truth Discovery on Crowd Sensing of Correlated Entities.
SenSys
Chuishi Meng, Wenjun Jiang, Yaliang Li, Jing Gao, Lu Su, Hu Ding, Yun Cheng
2014 J jnl
A Confidence-Aware Approach for Truth Discovery on Long-Tail Data.
Proc. VLDB Endow.
Qi Li, Yaliang Li, Jing Gao, Lu Su, Bo Zhao, Murat Demirbas, Wei Fan, Jiawei Han
2014 B conf
Centaur: Dynamic message dissemination over online social networks.
ICCCN
Shen Li, Lu Su, Yerzhan Suleimenov, Hengchang Liu, Tarek F. Abdelzaher, Guihai Chen
2014 B conf
Cost-Minimizing Mobile Access Point Deployment in Workflow-Based Mobile Sensor Networks.
ICNP
Haiming Jin, He Huang, Lu Su, Klara Nahrstedt
2014 B conf
Data Extrapolation in Social Sensing for Disaster Response.
DCOSS
Siyu Gu, Chenji Pan, Hengchang Liu, Shen Li, Shaohan Hu, Lu Su, Shiguang Wang, Dong Wang, Md. Tanvir Al Amin, Ramesh Govindan, Charu C. Aggarwal, Raghu K. Ganti, Mudhakar Srivatsa, Amotz Barnoy, Peter Terlecky, Tarek F. Abdelzaher
2014 A conf
Generalized Decision Aggregation in Distributed Sensing Systems.
RTSS
Lu Su, Qi Li, Shaohan Hu, Shiguang Wang, Jing Gao, Hengchang Liu, Tarek F. Abdelzaher, Jiawei Han, Xue Liu, Yan Gao, Lance M. Kaplan
2014 — conf
Poster abstract: eNav: a smartphone-based energy efficient vehicular navigation system.
IPSN
Shaohan Hu, Lu Su, Shen Li, Shiguang Wang, Chenji Pan, Siyu Gu, Md. Tanvir Al Amin, Hengchang Liu, Suman Nath, Romit Roy Choudhury, Tarek F. Abdelzaher
2014 B conf
Robust confidentiality preserving data delivery in federated coalition networks.
Networking
Lu Su, Yunlong Gao, Fan Ye, Peng Liu, Oktay Günlük, Tom Bcrman, Seraphin B. Calo, Tarek F. Abdelzaher
2014 A conf
Towards Cyber-Physical Systems in Social Spaces: The Data Reliability Challenge.
RTSS
Shiguang Wang, Dong Wang, Lu Su, Lance M. Kaplan, Tarek F. Abdelzaher
2014 A* conf
Towards automatic phone-to-phone communication for vehicular networking applications.
INFOCOM
Shaohan Hu, Hengchang Liu, Lu Su, Hongyan Wang, Tarek F. Abdelzaher, Pan Hui, Wei Zheng, Zhiheng Xie, John A. Stankovic
2014 A conf
WOHA: Deadline-Aware Map-Reduce Workflow Scheduling Framework over Hadoop Clusters.
ICDCS
Shen Li, Shaohan Hu, Shiguang Wang, Lu Su, Tarek F. Abdelzaher, Indranil Gupta, Richard Pace
2013 Misc conf
Extrapolation from participatory sensing data.
SenSys
Hengchang Liu, Siyu Gu, Chenji Pan, Wei Zheng, Shen Li, Shaohan Hu, Shiguang Wang, Dong Wang, Md. Tanvir Al Amin, Lu Su, Zhiheng Xie, Ramesh Govindan, Amotz Barnoy, Tarek F. Abdelzaher
2013 A conf
On the Detectability of Node Grouping in Networks.
SDM
Yuguo Chen, Jiawei Han, Ming Ji, Jialu Liu, Lu Su, Chi Wang, Hongning Wang
2013 — conf
Poster abstract: SmartRoad: a crowd-sourced traffic regulator detection and identification system.
IPSN
Shaohan Hu, Lu Su, Hengchang Liu, Hongyan Wang, Tarek F. Abdelzaher
2013 — —
Resource efficient information integration in cyber-physical systems
Lu Su
2012 A conf
Quality of Information Based Data Selection and Transmission in Wireless Sensor Networks.
RTSS
Lu Su, Shaohan Hu, Shen Li, Feng Liang, Jing Gao, Tarek F. Abdelzaher, Jiawei Han
2011 A* conf
Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection.
INFOCOM
Jing Gao, Wei Fan, Deepak S. Turaga, Olivier Verscheure, Xiaoqiao Meng, Lu Su, Jiawei Han
2011 Misc conf
Hierarchical aggregate classification with limited supervision for data reduction in wireless sensor networks.
SenSys
Lu Su, Jing Gao, Yong Yang, Tarek F. Abdelzaher, Bolin Ding, Jiawei Han
2011 — conf
Power watermarking: Facilitating power-based diagnosis of node silence in remote high-end sensing systems.
IPSN
Yong Yang, Lu Su, Mohammad Maifi Hasan Khan, Michael LeMay, Tarek F. Abdelzaher, Jiawei Han
2011 B conf
Towards optimal rate allocation for data aggregation in wireless sensor networks.
MobiHoc
Lu Su, Yan Gao, Yong Yang, Guohong Cao
2010 A* conf
SolarCode: Utilizing Erasure Codes for Reliable Data Delivery in Solar-powered Wireless Sensor Networks.
INFOCOM
Yong Yang, Lu Su, Yan Gao, Tarek F. Abdelzaher
2010 J jnl
Towards reliable data delivery in solar-powered wireless sensor networks.
ACM SIGMOBILE Mob. Comput. Commun. Rev.
Yong Yang, Lu Su, Yan Gao, Tarek F. Abdelzaher
2009 B conf
oCast: Optimal Multicast Routing Protocol for Wireless Sensor Networks.
ICNP
Lu Su, Bolin Ding, Yong Yang, Tarek F. Abdelzaher, Guohong Cao, Jennifer C. Hou
2008 B conf
Routing in intermittently connected sensor networks.
ICNP
Lu Su, Changlei Liu, Hui Song, Guohong Cao