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ORCIDLu Su 0001
Person information
- affiliation: Purdue University, West Lafayette, IN, USA
- affiliation: University at Buffalo, NY, USA
- affiliation (PhD 2013): University of Illinois Urbana-Champaign, USA
Other persons with the same name
- Lu Su — disambiguation page
- Lu Su 0002 — University of Illinois Urbana-Champaign, USA
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2020 – today
- 2024
[j38]Jiahui Sun
, Haiming Jin, Zhaoxing Yang, Lu Su:
Optimizing Long-Term Efficiency and Fairness in Ride-Hailing Under Budget Constraint via Joint Order Dispatching and Driver Repositioning. IEEE Trans. Knowl. Data Eng. 36(7): 3348-3362 (2024)- [j37]Jinyang Huang, Bin Liu, Chenglin Miao, Xiang Zhang, Jianchun Liu, Lu Su, Zhi Liu, Yu Gu:
PhyFinAtt: An Undetectable Attack Framework Against PHY Layer Fingerprint-Based WiFi Authentication. IEEE Trans. Mob. Comput. 23(7): 7753-7770 (2024) - [j36]Shiyang Wang, Xingchen Wang, Wenjun Jiang, Chenglin Miao, Qiming Cao, Haoyu Wang, Ke Sun, Hongfei Xue, Lu Su:
Towards Smartphone-based 3D Hand Pose Reconstruction Using Acoustic Signals. ACM Trans. Sens. Networks 20(5): 106:1-106:32 (2024) - [c103]Tianci Liu, Haoyu Wang, Feijie Wu, Hengtong Zhang, Pan Li, Lu Su, Jing Gao:
Towards Poisoning Fair Representations. ICLR 2024 - [c102]Yi Zhu, Chenglin Miao, Hongfei Xue, Yunnan Yu, Lu Su, Chunming Qiao:
Malicious Attacks against Multi-Sensor Fusion in Autonomous Driving. MobiCom 2024: 436-451 - [c101]Qiming Cao, Hongfei Xue, Tianci Liu, Xingchen Wang, Haoyu Wang, Xincheng Zhang, Lu Su:
mmCLIP: Boosting mmWave-based Zero-shot HAR via Signal-Text Alignment. SenSys 2024: 184-197 - [c100]Xingchen Wang, Haoyu Wang, Feijie Wu, Tianci Liu, Qiming Cao, Lu Su:
Towards Efficient Heterogeneous Multi-Modal Federated Learning with Hierarchical Knowledge Disentanglement. SenSys 2024: 592-605 - [i16]Feijie Wu, Xingchen Wang, Yaqing Wang, Tianci Liu, Lu Su, Jing Gao:
FIARSE: Model-Heterogeneous Federated Learning via Importance-Aware Submodel Extraction. CoRR abs/2407.19389 (2024) - 2023
- [j35]Rong Ding, Haiming Jin, Dong Xiang, Xiaocheng Wang, Yongkui Zhang, Dingman Shen, Lu Su, Wentian Hao, Mingyuan Tao, Xinbing Wang, Chenghu Zhou:
Soil Moisture Sensing with UAV-Mounted IR-UWB Radar and Deep Learning. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(1): 11:1-11:25 (2023) - [j34]Liangqi Yuan, Lu Su, Ziran Wang:
Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application. IEEE Internet Things J. 10(20): 18292-18301 (2023) - [j33]Huining Li, Chenhan Xu, Aditya Singh Rathore, Zhengxiong Li, Hanbin Zhang, Chen Song, Kun Wang, Lu Su, Feng Lin, Kui Ren, Wenyao Xu:
VocalPrint: A mmWave-Based Unmediated Vocal Sensing System for Secure Authentication. IEEE Trans. Mob. Comput. 22(1): 589-606 (2023) - [j32]Chonghuan Wang, Yiwen Song, Guiyun Fan, Haiming Jin, Lu Su, Fan Zhang, Xinbing Wang:
Optimizing Cross-Line Dispatching for Minimum Electric Bus Fleet. IEEE Trans. Mob. Comput. 22(4): 2307-2322 (2023) - [j31]Jinyang Huang, Bin Liu, Chenglin Miao, Yan Lu, Qijia Zheng, Yu Wu, Jiancun Liu, Lu Su, Chang Wen Chen:
PhaseAnti: An Anti-Interference WiFi-Based Activity Recognition System Using Interference-Independent Phase Component. IEEE Trans. Mob. Comput. 22(5): 2938-2954 (2023) - [c99]Tianci Liu, Haoyu Wang, Yaqing Wang, Xiaoqian Wang, Lu Su, Jing Gao:
SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification. AAAI 2023: 14338-14346 - [c98]Yi Zhu, Chenglin Miao, Hongfei Xue, Zhengxiong Li, Yunnan Yu, Wenyao Xu, Lu Su, Chunming Qiao:
TileMask: A Passive-Reflection-based Attack against mmWave Radar Object Detection in Autonomous Driving. CCS 2023: 1317-1331 - [c97]Liangqi Yuan, Yunsheng Ma, Lu Su, Ziran Wang:
Peer-to-Peer Federated Continual Learning for Naturalistic Driving Action Recognition. CVPR Workshops 2023: 5250-5259 - [c96]Hongfei Xue, Qiming Cao, Chenglin Miao, Yan Ju, Haochen Hu, Aidong Zhang, Lu Su:
Towards Generalized mmWave-based Human Pose Estimation through Signal Augmentation. MobiCom 2023: 88:1-88:15 - [i15]Liangqi Yuan, Lu Su, Ziran Wang:
Federated Transfer-Ordered-Personalized Learning for Driver Monitoring Application. CoRR abs/2301.04829 (2023) - [i14]Tianci Liu, Haoyu Wang, Yaqing Wang, Xiaoqian Wang, Lu Su, Jing Gao:
SimFair: A Unified Framework for Fairness-Aware Multi-Label Classification. CoRR abs/2302.09683 (2023) - [i13]Liangqi Yuan, Yunsheng Ma, Lu Su, Ziran Wang:
Peer-to-Peer Federated Continual Learning for Naturalistic Driving Action Recognition. CoRR abs/2304.07421 (2023) - [i12]Tianci Liu, Haoyu Wang, Feijie Wu, Hengtong Zhang, Pan Li, Lu Su, Jing Gao:
Towards Poisoning Fair Representations. CoRR abs/2309.16487 (2023) - 2022
- [j30]Chuishi Meng, Yu Cui, Qing He, Lu Su, Jing Gao:
Towards the Inference of Travel Purpose with Heterogeneous Urban Data. IEEE Trans. Big Data 8(1): 166-177 (2022) - [j29]Enshu Wang, Rong Ding, Zhaoxing Yang, Haiming Jin, Chenglin Miao, Lu Su, Fan Zhang, Chunming Qiao, Xinbing Wang:
Joint Charging and Relocation Recommendation for E-Taxi Drivers via Multi-Agent Mean Field Hierarchical Reinforcement Learning. IEEE Trans. Mob. Comput. 21(4): 1274-1290 (2022) - [c95]Guiyun Fan, Haiming Jin, Yiran Zhao, Yiwen Song, Xiaoying Gan, Jiaxin Ding, Lu Su, Xinbing Wang:
Joint Order Dispatch and Charging for Electric Self-Driving Taxi Systems. INFOCOM 2022: 1619-1628 - [c94]Hongfei Xue, Qiming Cao, Yan Ju, Haochen Hu, Haoyu Wang, Aidong Zhang, Lu Su:
M4esh: mmWave-Based 3D Human Mesh Construction for Multiple Subjects. SenSys 2022: 391-406 - [c93]Yan Zhang, Yi Zhu, Zihao Liu, Chenglin Miao, Foad Hajiaghajani, Lu Su, Chunming Qiao:
Towards Backdoor Attacks against LiDAR Object Detection in Autonomous Driving. SenSys 2022: 533-547 - 2021
- [j28]Huajie Shao, Dachun Sun, Shuochao Yao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher:
Truth Discovery With Multi-Modal Data in Social Sensing. IEEE Trans. Computers 70(9): 1325-1337 (2021) - [j27]Zhi Sun, Sarankumar Balakrishnan, Lu Su, Arupjyoti Bhuyan, Pu Wang, Chunming Qiao:
Who Is in Control? Practical Physical Layer Attack and Defense for mmWave-Based Sensing in Autonomous Vehicles. IEEE Trans. Inf. Forensics Secur. 16: 3199-3214 (2021) - [j26]Yi Zhu, Abhishek Gupta, Shaohan Hu, Weida Zhong, Lu Su, Chunming Qiao:
Driver Behavior-aware Parking Availability Crowdsensing System Using Truth Discovery. ACM Trans. Sens. Networks 17(4): 41:1-41:26 (2021) - [c92]Yi Zhu, Chenglin Miao, Tianhang Zheng, Foad Hajiaghajani, Lu Su, Chunming Qiao:
Can We Use Arbitrary Objects to Attack LiDAR Perception in Autonomous Driving? CCS 2021: 1945-1960 - [c91]Hengtong Zhang, Tianhang Zheng, Yaliang Li, Jing Gao, Lu Su, Bo Li:
Profanity-Avoiding Training Framework for Seq2seq Models with Certified Robustness. EMNLP (1) 2021: 5151-5161 - [c90]Weida Zhong, Qiuling Suo, Xiaowei Jia, Aidong Zhang, Lu Su:
Heterogeneous Spatio-Temporal Graph Convolution Network for Traffic Forecasting with Missing Values. ICDCS 2021: 707-717 - [c89]Hengtong Zhang, Changxin Tian, Yaliang Li, Lu Su, Nan Yang, Wayne Xin Zhao, Jing Gao:
Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data. KDD 2021: 2154-2164 - [c88]Hengtong Zhang, Jing Gao, Lu Su:
Data Poisoning Attacks Against Outcome Interpretations of Predictive Models. KDD 2021: 2165-2173 - [c87]Hongfei Xue, Yan Ju, Chenglin Miao, Yijiang Wang, Shiyang Wang, Aidong Zhang, Lu Su:
mmMesh: towards 3D real-time dynamic human mesh construction using millimeter-wave. MobiSys 2021: 269-282 - [c86]Yi Zhu, Chenglin Miao, Foad Hajiaghajani, Mengdi Huai, Lu Su, Chunming Qiao:
Adversarial Attacks against LiDAR Semantic Segmentation in Autonomous Driving. SenSys 2021: 329-342 - 2020
- [j25]Hongfei Xue, Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shiyang Wang, Ye Yuan, Shuochao Yao, Aidong Zhang, Lu Su:
DeepMV: Multi-View Deep Learning for Device-Free Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 4(1): 34:1-34:26 (2020) - [j24]Mengdi Huai, Chenglin Miao, Yaliang Li, Qiuling Suo, Lu Su, Aidong Zhang:
Learning Distance Metrics from Probabilistic Information. ACM Trans. Knowl. Discov. Data 14(5): 53:1-53:33 (2020) - [c85]Abhishek Gupta, Abhinav Khare, Haiming Jin, Adel W. Sadek, Lu Su, Chunming Qiao:
Estimation of Road Transverse Slope Using Crowd-Sourced Data from Smartphones. SIGSPATIAL/GIS 2020: 48-57 - [c84]Yaliang Li, Houping Xiao, Zhan Qin, Chenglin Miao, Lu Su, Jing Gao, Kui Ren, Bolin Ding:
Towards Differentially Private Truth Discovery for Crowd Sensing Systems. ICDCS 2020: 1156-1166 - [c83]Abhishek Gupta, Shaohan Hu, Weida Zhong, Adel W. Sadek, Lu Su, Chunming Qiao:
Road Grade Estimation Using Crowd-Sourced Smartphone Data. IPSN 2020: 313-324 - [c82]Wenjun Jiang, Hongfei Xue, Chenglin Miao, Shiyang Wang, Sen Lin, Chong Tian, Srinivasan Murali, Haochen Hu, Zhi Sun, Lu Su:
Towards 3D human pose construction using wifi. MobiCom 2020: 23:1-23:14 - [c81]Huining Li, Chenhan Xu, Aditya Singh Rathore, Zhengxiong Li, Hanbin Zhang, Chen Song, Kun Wang, Lu Su, Feng Lin, Kui Ren, Wenyao Xu:
VocalPrint: exploring a resilient and secure voice authentication via mmWave biometric interrogation. SenSys 2020: 312-325 - [c80]Zhengxiong Li, Fenglong Ma, Aditya Singh Rathore, Zhuolin Yang, Baicheng Chen, Lu Su, Wenyao Xu:
WaveSpy: Remote and Through-wall Screen Attack via mmWave Sensing. SP 2020: 217-232 - [i11]Zhi Sun, Sarankumar Balakrishnan, Lu Su, Arupjyoti Bhuyan, Pu Wang, Chunming Qiao:
Who is in Control? Practical Physical Layer Attack and Defense for mmWave based Sensing in Autonomous Vehicles. CoRR abs/2011.10947 (2020)
2010 – 2019
- 2019
- [j23]Ye Yuan, Kebin Jia, Fenglong Ma, Guangxu Xun, Yaqing Wang, Lu Su, Aidong Zhang:
A hybrid self-attention deep learning framework for multivariate sleep stage classification. BMC Bioinform. 20-S(16): 586:1-586:10 (2019) - [j22]Weida Zhong, Qiuling Suo, Fenglong Ma, Yunfei Hou, Abhishek Gupta, Chunming Qiao, Lu Su:
A Reliability-Aware Vehicular Crowdsensing System for Pothole Profiling. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 3(4): 160:1-160:26 (2019) - [j21]Houping Xiao, Jing Gao, Qi Li, Fenglong Ma, Lu Su, Yunlong Feng, Aidong Zhang:
Towards Confidence Interval Estimation in Truth Discovery. IEEE Trans. Knowl. Data Eng. 31(3): 575-588 (2019) - [j20]Man Zhou, Qian Wang, Kui Ren, Dimitrios Koutsonikolas, Lu Su, Yanjiao Chen:
Dolphin: Real-Time Hidden Acoustic Signal Capture with Smartphones. IEEE Trans. Mob. Comput. 18(3): 560-573 (2019) - [j19]Haiming Jin, Lu Su, Danyang Chen, Hongpeng Guo, Klara Nahrstedt, Jinhui Xu:
Thanos: Incentive Mechanism with Quality Awareness for Mobile Crowd Sensing. IEEE Trans. Mob. Comput. 18(8): 1951-1964 (2019) - [j18]Haiming Jin, Baoxiang He, Lu Su, Klara Nahrstedt, Xinbing Wang:
Data-Driven Pricing for Sensing Effort Elicitation in Mobile Crowd Sensing Systems. IEEE/ACM Trans. Netw. 27(6): 2208-2221 (2019) - [j17]Chenglin Miao, Wenjun Jiang, Lu Su, Yaliang Li, Suxin Guo, Zhan Qin, Houping Xiao, Jing Gao, Kui Ren:
Privacy-Preserving Truth Discovery in Crowd Sensing Systems. ACM Trans. Sens. Networks 15(1): 9:1-9:32 (2019) - [c79]Huajie Shao, Shuochao Yao, Yiran Zhao, Lu Su, Zhibo Wang, Dongxin Liu, Shengzhong Liu, Lance M. Kaplan, Tarek F. Abdelzaher:
Unsupervised Fact-finding with Multi-modal Data in Social Sensing. FUSION 2019: 1-8 - [c78]Mengdi Huai, Hongfei Xue, Chenglin Miao, Liuyi Yao, Lu Su, Changyou Chen, Aidong Zhang:
Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm. IJCAI 2019: 2535-2541 - [c77]Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su, Yaliang Li, Kui Ren:
Data Poisoning Attack against Knowledge Graph Embedding. IJCAI 2019: 4853-4859 - [c76]Haiming Jin, Hongpeng Guo, Lu Su, Klara Nahrstedt, Xinbing Wang:
Dynamic Task Pricing in Multi-Requester Mobile Crowd Sensing with Markov Correlated Equilibrium. INFOCOM 2019: 1063-1071 - [c75]Sixu Piao, Zhongjie Ba, Lu Su, Dimitrios Koutsonikolas, Shi Li, Kui Ren:
Automating CSI Measurement with UAVs: from Problem Formulation to Energy-Optimal Solution. INFOCOM 2019: 2404-2412 - [c74]Hongfei Xue, Wenjun Jiang, Chenglin Miao, Ye Yuan, Fenglong Ma, Xin Ma, Yijiang Wang, Shuochao Yao, Wenyao Xu, Aidong Zhang, Lu Su:
DeepFusion: A Deep Learning Framework for the Fusion of Heterogeneous Sensory Data. MobiHoc 2019: 151-160 - [c73]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:
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. WWW 2019: 2192-2202 - [i10]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:
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks. CoRR abs/1902.07849 (2019) - [i9]Hengtong Zhang, Tianhang Zheng, Jing Gao, Chenglin Miao, Lu Su, Yaliang Li, Kui Ren:
Towards Data Poisoning Attack against Knowledge Graph Embedding. CoRR abs/1904.12052 (2019) - 2018
- [j16]Shuochao Yao, Yiran Zhao, Aston Zhang, Shaohan Hu, Huajie Shao, Chao Zhang, Lu Su, Tarek F. Abdelzaher:
Deep Learning for the Internet of Things. Computer 51(5): 32-41 (2018) - [j15]Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Shaohan Hu, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher:
SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 2(3): 144:1-144:21 (2018) - [j14]Yunfei Hou, Salaheldeen M. S. Seliman, Enshu Wang, Jeffrey D. Gonder, Eric Wood, Qing He, Adel W. Sadek, Lu Su, Chunming Qiao:
Cooperative and Integrated Vehicle and Intersection Control for Energy Efficiency (CIVIC-E2). IEEE Trans. Intell. Transp. Syst. 19(7): 2325-2337 (2018) - [j13]Haiming Jin, Lu Su, Houping Xiao, Klara Nahrstedt:
Incentive Mechanism for Privacy-Aware Data Aggregation in Mobile Crowd Sensing Systems. IEEE/ACM Trans. Netw. 26(5): 2019-2032 (2018) - [j12]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:
Towards Quality Aware Information Integration in Distributed Sensing Systems. IEEE Trans. Parallel Distributed Syst. 29(1): 198-211 (2018) - [c72]Hengtong Zhang, Fenglong Ma, Yaliang Li, Chao Zhang, Tianqi Wang, Yaqing Wang, Jing Gao, Lu Su:
Leveraging the Power of Informative Users for Local Event Detection. ASONAM 2018: 429-436 - [c71]Ye Yuan, Kebin Jia, Fenglong Ma, Guangxu Xun, Yaqing Wang, Lu Su, Aidong Zhang:
Multivariate Sleep Stage Classification using Hybrid Self-Attentive Deep Learning Networks. BIBM 2018: 963-968 - [c70]Wenjun Jiang, Qi Li, Lu Su, Chenglin Miao, Quanquan Gu, Wenyao Xu:
Towards Personalized Learning in Mobile Sensing Systems. ICDCS 2018: 321-333 - [c69]Shuochao Yao, Yiran Zhao, Huajie Shao, Chao Zhang, Aston Zhang, Dongxin Liu, Shengzhong Liu, Lu Su, Tarek F. Abdelzaher:
ApDeepSense: Deep Learning Uncertainty Estimation without the Pain for IoT Applications. ICDCS 2018: 334-343 - [c68]Ye Yuan, Guangxu Xun, Fenglong Ma, Yaqing Wang, Nan Du, Kebin Jia, Lu Su, Aidong Zhang:
MuVAN: A Multi-view Attention Network for Multivariate Temporal Data. ICDM 2018: 717-726 - [c67]Huajie Shao, Shuochao Yao, Yiran Zhao, Chao Zhang, Jinda Han, Lance M. Kaplan, Lu Su, Tarek F. Abdelzaher:
A Constrained Maximum Likelihood Estimator for Unguided Social Sensing. INFOCOM 2018: 2429-2437 - [c66]Yaqing Wang, Fenglong Ma, Zhiwei Jin, Ye Yuan, Guangxu Xun, Kishlay Jha, Lu Su, Jing Gao:
EANN: Event Adversarial Neural Networks for Multi-Modal Fake News Detection. KDD 2018: 849-857 - [c65]Mengdi Huai, Chenglin Miao, Yaliang Li, Qiuling Suo, Lu Su, Aidong Zhang:
Metric Learning from Probabilistic Labels. KDD 2018: 1541-1550 - [c64]Yaliang Li, Chenglin Miao, Lu Su, Jing Gao, Qi Li, Bolin Ding, Zhan Qin, Kui Ren:
An Efficient Two-Layer Mechanism for Privacy-Preserving Truth Discovery. KDD 2018: 1705-1714 - [c63]Hengtong Zhang, Yaliang Li, Fenglong Ma, Jing Gao, Lu Su:
TextTruth: An Unsupervised Approach to Discover Trustworthy Information from Multi-Sourced Text Data. KDD 2018: 2729-2737 - [c62]Wenjun Jiang, Chenglin Miao, Fenglong Ma, Shuochao Yao, Yaqing Wang, Ye Yuan, Hongfei Xue, Chen Song, Xin Ma, Dimitrios Koutsonikolas, Wenyao Xu, Lu Su:
Towards Environment Independent Device Free Human Activity Recognition. MobiCom 2018: 289-304 - [c61]Chenglin Miao, Qi Li, Houping Xiao, Wenjun Jiang, Mengdi Huai, Lu Su:
Towards Data Poisoning Attacks in Crowd Sensing Systems. MobiHoc 2018: 111-120 - [c60]Liuyi Yao, Lu Su, Qi Li, Yaliang Li, Fenglong Ma, Jing Gao, Aidong Zhang:
Online Truth Discovery on Time Series Data. SDM 2018: 162-170 - [c59]Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher:
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. SenSys 2018: 278-291 - [c58]Chenglin Miao, Qi Li, Lu Su, Mengdi Huai, Wenjun Jiang, Jing Gao:
Attack under Disguise: An Intelligent Data Poisoning Attack Mechanism in Crowdsourcing. WWW 2018: 13-22 - [i8]Shuochao Yao, Yiran Zhao, Huajie Shao, Shengzhong Liu, Dongxin Liu, Lu Su, Tarek F. Abdelzaher:
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices. CoRR abs/1809.06970 (2018) - [i7]Yaliang Li, Houping Xiao, Zhan Qin, Chenglin Miao, Lu Su, Jing Gao, Kui Ren, Bolin Ding:
Towards Differentially Private Truth Discovery for Crowd Sensing Systems. CoRR abs/1810.04760 (2018) - 2017
- [j11]Hongwei Wang, Yunlong Gao, Shaohan Hu, Shiguang Wang, Renato Mancuso, Minje Kim, Po-Liang Wu, Lu Su, Lui Sha, Tarek F. Abdelzaher:
On Exploiting Structured Human Interactions to Enhance Sensing Accuracy in Cyber-physical Systems. ACM Trans. Cyber Phys. Syst. 1(3): 16:1-16:19 (2017) - [j10]Yaliang Li, Jing Gao, Patrick P. C. Lee, Lu Su, Caifeng He, Cheng He, Fan Yang, Wei Fan:
A Weighted Crowdsourcing Approach for Network Quality Measurement in Cellular Data Networks. IEEE Trans. Mob. Comput. 16(2): 300-313 (2017) - [c57]Chuishi Meng, Yu Cui, Qing He, Lu Su, Jing Gao:
Travel purpose inference with GPS trajectories, POIs, and geo-tagged social media data. IEEE BigData 2017: 1319-1324 - [c56]Chuishi Meng, Xiuwen Yi, Lu Su, Jing Gao, Yu Zheng:
City-wide Traffic Volume Inference with Loop Detector Data and Taxi Trajectories. SIGSPATIAL/GIS 2017: 1:1-1:10 - [c55]Yiran Zhao, Shen Li, Shaohan Hu, Lu Su, Shuochao Yao, Huajie Shao, Hongwei Wang, Tarek F. Abdelzaher:
GreenDrive: a smartphone-based intelligent speed adaptation system with real-time traffic signal prediction. ICCPS 2017: 229-238 - [c54]Si Chen, Kui Ren, Sixu Piao, Cong Wang, Qian Wang, Jian Weng, Lu Su, Aziz Mohaisen:
You Can Hear But You Cannot Steal: Defending Against Voice Impersonation Attacks on Smartphones. ICDCS 2017: 183-195 - [c53]Chaowen Guan, Aziz Mohaisen, Zhi Sun, Lu Su, Kui Ren, Yaling Yang:
When Smart TV Meets CRN: Privacy-Preserving Fine-Grained Spectrum Access. ICDCS 2017: 1105-1115 - [c52]Yaqing Wang, Fenglong Ma, Lu Su, Jing Gao:
Discovering Truths from Distributed Data. ICDM 2017: 505-514 - [c51]Haiming Jin, Lu Su, Klara Nahrstedt:
CENTURION: Incentivizing multi-requester mobile crowd sensing. INFOCOM 2017: 1-9 - [c50]Chenglin Miao, Lu Su, Wenjun Jiang, Yaliang Li, Miaomiao Tian:
A lightweight privacy-preserving truth discovery framework for mobile crowd sensing systems. INFOCOM 2017: 1-9 - [c49]Fenglong Ma, Chuishi Meng, Houping Xiao, Qi Li, Jing Gao, Lu Su, Aidong Zhang:
Unsupervised Discovery of Drug Side-Effects from Heterogeneous Data Sources. KDD 2017: 967-976 - [c48]Haiming Jin, Lu Su, Klara Nahrstedt:
Theseus: Incentivizing Truth Discovery in Mobile Crowd Sensing Systems. MobiHoc 2017: 1:1-1:10 - [c47]Shuochao Yao, Yiran Zhao, Aston Zhang, Lu Su, Tarek F. Abdelzaher:
DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework. SenSys 2017: 4:1-4:14 - [c46]Yunfei Hou, Abhishek Gupta, Tong Guan, Shaohan Hu, Lu Su, Chunming Qiao:
VehSense: Slippery Road Detection Using Smartphones. VTC Spring 2017: 1-5 - [i6]Haiming Jin, Lu Su, Klara Nahrstedt:
CENTURION: Incentivizing Multi-Requester Mobile Crowd Sensing. CoRR abs/1701.01533 (2017) - [i5]Yunfei Hou, Abhishek Gupta, Tong Guan, Shaohan Hu, Lu Su, Chunming Qiao:
VehSense: Slippery Road Detection Using Smartphones. CoRR abs/1705.03955 (2017) - [i4]Haiming Jin, Lu Su, Klara Nahrstedt:
Theseus: Incentivizing Truth Discovery in Mobile Crowd Sensing Systems. CoRR abs/1705.04387 (2017) - [i3]Shuochao Yao, Yiran Zhao, Aston Zhang, Lu Su, Tarek F. Abdelzaher:
Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework. CoRR abs/1706.01215 (2017) - 2016
- [j9]Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han:
Conflicts to Harmony: A Framework for Resolving Conflicts in Heterogeneous Data by Truth Discovery. IEEE Trans. Knowl. Data Eng. 28(8): 1986-1999 (2016) - [j8]Fatemeh Saremi, Omid Fatemieh, Hossein Ahmadi, Hongyan Wang, Tarek F. Abdelzaher, Raghu K. Ganti, Hengchang Liu, Shaohan Hu, Shen Li, Lu Su:
Experiences with GreenGPS - Fuel-Efficient Navigation Using Participatory Sensing. IEEE Trans. Mob. Comput. 15(3): 672-689 (2016) - [j7]Xiaoshan Sun, Shaohan Hu, Lu Su, Tarek F. Abdelzaher, Pan Hui, Wei Zheng, Hengchang Liu, John A. Stankovic:
Participatory Sensing Meets Opportunistic Sharing: Automatic Phone-to-Phone Communication in Vehicles. IEEE Trans. Mob. Comput. 15(10): 2550-2563 (2016) - [j6]Yunfei Hou, Weida Zhong, Lu Su, Kevin F. Hulme, Adel W. Sadek, Chunming Qiao:
TASeT: Improving the Efficiency of Electric Taxis With Transfer-Allowed Rideshare. IEEE Trans. Veh. Technol. 65(12): 9518-9528 (2016) - [c45]Hengtong Zhang, Qi Li, Fenglong Ma, Houping Xiao, Yaliang Li, Jing Gao, Lu Su:
Influence-Aware Truth Discovery. CIKM 2016: 851-860 - [c44]Haiming Jin, Lu Su, Bolin Ding, Klara Nahrstedt, Nikita Borisov:
Enabling Privacy-Preserving Incentives for Mobile Crowd Sensing Systems. ICDCS 2016: 344-353 - [c43]Shuochao Yao, Shaohan Hu, Shen Li, Yiran Zhao, Lu Su, Lance M. Kaplan, Aylin Yener, Tarek F. Abdelzaher:
On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds. ICDCS 2016: 467-476 - [c42]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:
Recursive Ground Truth Estimator for Social Data Streams. IPSN 2016: 14:1-14:12 - [c41]Yilong Li, Deng Li, Yun Cheng, Guo Liu, Jianwei Niu, Lu Su:
Demonstration Abstract: A Novel Human Tracking and Localization System Based on Pyroelectric Infrared Sensors. IPSN 2016: 52:1-52:2 - [c40]Christopher J. Quinn, Ali Pinar, Jing Gao, Lu Su:
Sparse approximations of directed information graphs. ISIT 2016: 1735-1739 - [c39]Houping Xiao, Jing Gao, Zhaoran Wang, Shiyu Wang, Lu Su, Han Liu:
A Truth Discovery Approach with Theoretical Guarantee. KDD 2016: 1925-1934 - [c38]Houping Xiao, Jing Gao, Qi Li, Fenglong Ma, Lu Su, Yunlong Feng, Aidong Zhang:
Towards Confidence in the Truth: A Bootstrapping based Truth Discovery Approach. KDD 2016: 1935-1944 - [c37]Qian Wang, Kui Ren, Man Zhou, Tao Lei, Dimitrios Koutsonikolas, Lu Su:
Messages behind the sound: real-time hidden acoustic signal capture with smartphones. MobiCom 2016: 29-41 - [c36]Qian Wang, Kui Ren, Man Zhou, Tao Lei, Dimitrios Koutsonikolas, Lu Su:
Real-time hidden acoustic signal capture with smartphones: demo. MobiCom 2016: 493-494 - [c35]Hu Ding, Lu Su, Jinhui Xu:
Towards distributed ensemble clustering for networked sensing systems: a novel geometric approach. MobiHoc 2016: 1-10 - [c34]Haiming Jin, Lu Su, Houping Xiao, Klara Nahrstedt:
INCEPTION: incentivizing privacy-preserving data aggregation for mobile crowd sensing systems. MobiHoc 2016: 341-350 - [c33]Chuishi Meng, Houping Xiao, Lu Su, Yun Cheng:
Tackling the Redundancy and Sparsity in Crowd Sensing Applications. SenSys 2016: 150-163 - [c32]Qi Li, Fenglong Ma, Jing Gao, Lu Su, Christopher J. Quinn:
Crowdsourcing High Quality Labels with a Tight Budget. WSDM 2016: 237-246 - 2015
- [j5]Yaliang Li, Jing Gao, Chuishi Meng, Qi Li, Lu Su, Bo Zhao, Wei Fan, Jiawei Han:
A Survey on Truth Discovery. SIGKDD Explor. 17(2): 1-16 (2015) - [j4]Yong Yang, Lu Su, Mohammad Maifi Hasan Khan, Michael LeMay, Tarek F. Abdelzaher, Jiawei Han:
Power-Based Diagnosis of Node Silence in Remote High-End Sensing Systems. ACM Trans. Sens. Networks 11(2): 33:1-33:33 (2015) - [j3]Shaohan Hu, Lu Su, Hengchang Liu, Hongyan Wang, Tarek F. Abdelzaher:
SmartRoad: Smartphone-Based Crowd Sensing for Traffic Regulator Detection and Identification. ACM Trans. Sens. Networks 11(4): 55:1-55:27 (2015) - [c31]Shaohan Hu, Shen Li, Shuochao Yao, Lu Su, Ramesh Govindan, Reginald L. Hobbs, Tarek F. Abdelzaher:
On Exploiting Logical Dependencies for Minimizing Additive Cost Metrics in Resource-Limited Crowdsensing. DCOSS 2015: 189-198 - [c30]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:
Experiences with eNav: a low-power vehicular navigation system. UbiComp 2015: 433-444 - [c29]Yunlong Gao, Shaohan Hu, Renato Mancuso, Hongwei Wang, Minje Kim, Po-Liang Wu, Lu Su, Lui Sha, Tarek F. Abdelzaher:
Exploiting structured human interactions to enhance estimation accuracy in cyber-physical systems. ICCPS 2015: 60-69 - [c28]Shiguang Wang, Lu Su, Shen Li, Shaohan Hu, Md. Tanvir Al Amin, Hongwei Wang, Shuochao Yao, Lance M. Kaplan, Tarek F. Abdelzaher:
Scalable social sensing of interdependent phenomena. IPSN 2015: 202-213 - [c27]Yan Gao, Kishore Swaminathan, Zhiyong Cui, Lu Su:
Predictive Traffic Assignment: A New Method and System for Optimal Balancing of Road Traffic. ITSC 2015: 400-407 - [c26]Yaliang Li, Qi Li, Jing Gao, Lu Su, Bo Zhao, Wei Fan, Jiawei Han:
On the Discovery of Evolving Truth. KDD 2015: 675-684 - [c25]Fenglong Ma, Yaliang Li, Qi Li, Minghui Qiu, Jing Gao, Shi Zhi, Lu Su, Bo Zhao, Heng Ji, Jiawei Han:
FaitCrowd: Fine Grained Truth Discovery for Crowdsourced Data Aggregation. KDD 2015: 745-754 - [c24]Haiming Jin, Lu Su, Danyang Chen, Klara Nahrstedt, Jinhui Xu:
Quality of Information Aware Incentive Mechanisms for Mobile Crowd Sensing Systems. MobiHoc 2015: 167-176 - [c23]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:
Data Acquisition for Real-Time Decision-Making under Freshness Constraints. RTSS 2015: 185-194 - [c22]Chuishi Meng, Wenjun Jiang, Yaliang Li, Jing Gao, Lu Su, Hu Ding, Yun Cheng:
Truth Discovery on Crowd Sensing of Correlated Entities. SenSys 2015: 169-182 - [c21]Chenglin Miao, Wenjun Jiang, Lu Su, Yaliang Li, Suxin Guo, Zhan Qin, Houping Xiao, Jing Gao, Kui Ren:
Cloud-Enabled Privacy-Preserving Truth Discovery in Crowd Sensing Systems. SenSys 2015: 183-196 - [i2]Yaliang Li, Jing Gao, Chuishi Meng, Qi Li, Lu Su, Bo Zhao, Wei Fan, Jiawei Han:
A Survey on Truth Discovery. CoRR abs/1505.02463 (2015) - [i1]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:
Joint Source Selection and Data Extrapolation in Social Sensing for Disaster Response. CoRR abs/1512.00500 (2015) - 2014
- [j2]Qi Li, Yaliang Li, Jing Gao, Lu Su, Bo Zhao, Murat Demirbas, Wei Fan, Jiawei Han:
A Confidence-Aware Approach for Truth Discovery on Long-Tail Data. Proc. VLDB Endow. 8(4): 425-436 (2014) - [c20]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:
Data Extrapolation in Social Sensing for Disaster Response. DCOSS 2014: 119-126 - [c19]Shen Li, Lu Su, Yerzhan Suleimenov, Hengchang Liu, Tarek F. Abdelzaher, Guihai Chen:
Centaur: Dynamic message dissemination over online social networks. ICCCN 2014: 1-8 - [c18]Shen Li, Shaohan Hu, Shiguang Wang, Lu Su, Tarek F. Abdelzaher, Indranil Gupta, Richard Pace:
WOHA: Deadline-Aware Map-Reduce Workflow Scheduling Framework over Hadoop Clusters. ICDCS 2014: 93-103 - [c17]Haiming Jin, He Huang, Lu Su, Klara Nahrstedt:
Cost-Minimizing Mobile Access Point Deployment in Workflow-Based Mobile Sensor Networks. ICNP 2014: 83-94 - [c16]Shaohan Hu, Hengchang Liu, Lu Su, Hongyan Wang, Tarek F. Abdelzaher, Pan Hui, Wei Zheng, Zhiheng Xie, John A. Stankovic:
Towards automatic phone-to-phone communication for vehicular networking applications. INFOCOM 2014: 1752-1760 - [c15]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:
Poster abstract: eNav: a smartphone-based energy efficient vehicular navigation system. IPSN 2014: 281-282 - [c14]Lu Su, Yunlong Gao, Fan Ye, Peng Liu, Oktay Günlük, Tom Bcrman, Seraphin B. Calo, Tarek F. Abdelzaher:
Robust confidentiality preserving data delivery in federated coalition networks. Networking 2014: 1-9 - [c13]Lu Su, Qi Li, Shaohan Hu, Shiguang Wang, Jing Gao, Hengchang Liu, Tarek F. Abdelzaher, Jiawei Han, Xue Liu, Yan Gao, Lance M. Kaplan:
Generalized Decision Aggregation in Distributed Sensing Systems. RTSS 2014: 1-10 - [c12]Shiguang Wang, Dong Wang, Lu Su, Lance M. Kaplan, Tarek F. Abdelzaher:
Towards Cyber-Physical Systems in Social Spaces: The Data Reliability Challenge. RTSS 2014: 74-85 - 2013
- [b1]Lu Su:
Resource efficient information integration in cyber-physical systems. University of Illinois Urbana-Champaign, USA, 2013 - [c11]Shaohan Hu, Lu Su, Hengchang Liu, Hongyan Wang, Tarek F. Abdelzaher:
Poster abstract: SmartRoad: a crowd-sourced traffic regulator detection and identification system. IPSN 2013: 331-332 - [c10]Yuguo Chen, Jiawei Han, Ming Ji, Jialu Liu, Lu Su, Chi Wang, Hongning Wang:
On the Detectability of Node Grouping in Networks. SDM 2013: 713-721 - [c9]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:
Extrapolation from participatory sensing data. SenSys 2013: 84:1-84:2 - 2012
- [c8]Lu Su, Shaohan Hu, Shen Li, Feng Liang, Jing Gao, Tarek F. Abdelzaher, Jiawei Han:
Quality of Information Based Data Selection and Transmission in Wireless Sensor Networks. RTSS 2012: 327-338 - 2011
- [c7]Jing Gao, Wei Fan, Deepak S. Turaga, Olivier Verscheure, Xiaoqiao Meng, Lu Su, Jiawei Han:
Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection. INFOCOM 2011: 181-185 - [c6]Yong Yang, Lu Su, Mohammad Maifi Hasan Khan, Michael LeMay, Tarek F. Abdelzaher, Jiawei Han:
Power watermarking: Facilitating power-based diagnosis of node silence in remote high-end sensing systems. IPSN 2011: 159-160 - [c5]Lu Su, Yan Gao, Yong Yang, Guohong Cao:
Towards optimal rate allocation for data aggregation in wireless sensor networks. MobiHoc 2011: 19 - [c4]Lu Su, Jing Gao, Yong Yang, Tarek F. Abdelzaher, Bolin Ding, Jiawei Han:
Hierarchical aggregate classification with limited supervision for data reduction in wireless sensor networks. SenSys 2011: 40-53 - 2010
- [j1]Yong Yang, Lu Su, Yan Gao, Tarek F. Abdelzaher:
Towards reliable data delivery in solar-powered wireless sensor networks. ACM SIGMOBILE Mob. Comput. Commun. Rev. 14(1): 1-3 (2010) - [c3]Yong Yang, Lu Su, Yan Gao, Tarek F. Abdelzaher:
SolarCode: Utilizing Erasure Codes for Reliable Data Delivery in Solar-powered Wireless Sensor Networks. INFOCOM 2010: 1-5
2000 – 2009
- 2009
- [c2]Lu Su, Bolin Ding, Yong Yang, Tarek F. Abdelzaher, Guohong Cao, Jennifer C. Hou:
oCast: Optimal Multicast Routing Protocol for Wireless Sensor Networks. ICNP 2009: 151-160 - 2008
- [c1]Lu Su, Changlei Liu, Hui Song, Guohong Cao:
Routing in intermittently connected sensor networks. ICNP 2008: 278-287
Coauthor Index
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