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Shaohan Hu
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Publications
- 2019
- [c40]Shuochao Yao, Kasthuri Jayarajah, Archan Misra, Tarek F. Abdelzaher, Yifan Hao, Yiran Zhao, Ailing Piao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Shaohan Hu, Dulanga Weerakoon:
Eugene: Towards Deep Intelligence as a Service. ICDCS 2019: 1630-1640 - [c35]Shuochao Yao, Yiran Zhao, Huajie Shao, Dongxin Liu, Shengzhong Liu, Yifan Hao, Ailing Piao, Shaohan Hu, Su Lu, Tarek F. Abdelzaher:
SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications. INFOCOM 2019: 1243-1251 - [c34]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 - [i6]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) - 2018
- [j13]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) - [j12]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) - [j11]Jongdeog Lee, Kelvin Marcus, Tarek F. Abdelzaher, Md. Tanvir Al Amin, Amotz Bar-Noy, William Dron, Ramesh Govindan, Reginald L. Hobbs, Shaohan Hu, Jung-Eun Kim, Lui Sha, Shuochao Yao, Yiran Zhao:
Athena: Towards Decision-Centric Anticipatory Sensor Information Delivery. J. Sens. Actuator Networks 7(1): 5 (2018) - [j10]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) - [c32]Shuochao Yao, Yiran Zhao, Shaohan Hu, Tarek F. Abdelzaher:
QualityDeepSense: Quality-Aware Deep Learning Framework for Internet of Things Applications with Sensor-Temporal Attention. EMDL@MobiSys 2018: 42-47 - 2017
- [j9]Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek F. Abdelzaher:
VibeBin: A Vibration-Based Waste Bin Level Detection System. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1(3): 122:1-122:22 (2017) - [j8]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) - [j7]Chao Xu, Shaohan Hu, Wei Zheng, Tarek F. Abdelzaher, Pan Hui, Zhiheng Xie, Hengchang Liu, John A. Stankovic:
Efficient 3G/4G Budget Utilization in Mobile Sensing Applications. IEEE Trans. Mob. Comput. 16(6): 1601-1614 (2017) - [c31]Yiran Zhao, Shuochao Yao, Shaohan Hu, Shiyu Chang, Raghu K. Ganti, Mudhakar Srivatsa, Shen Li, Tarek F. Abdelzaher:
On the improvement of classifying EEG recordings using neural networks. IEEE BigData 2017: 1709-1711 - [c30]Yiran Zhao, Shuochao Yao, Shen Li, Shaohan Hu, Huajie Shao, Tarek F. Abdelzaher:
Demo: Unsupervised Fill-level Estimation for Smart Trash Removal Systems. EWSN 2017: 262-263 - [c29]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 - [c28]Tarek F. Abdelzaher, Md. Tanvir Al Amin, Amotz Bar-Noy, William Dron, Ramesh Govindan, Reginald L. Hobbs, Shaohan Hu, Jung-Eun Kim, Jongdeog Lee, Kelvin Marcus, Shuochao Yao, Yiran Zhao:
Decision-Driven Execution: A Distributed Resource Management Paradigm for the Age of IoT. ICDCS 2017: 1825-1835 - [c26]Shuochao Yao, Shaohan Hu, Yiran Zhao, Aston Zhang, Tarek F. Abdelzaher:
DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing. WWW 2017: 351-360 - 2016
- [j6]Yiran Zhao, Shen Li, Shaohan Hu, Hongwei Wang, Shuochao Yao, Huajie Shao, Tarek F. Abdelzaher:
An Experimental Evaluation of Datacenter Workloads On Low-Power Embedded Micro Servers. Proc. VLDB Endow. 9(9): 696-707 (2016) - [j5]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) - [j4]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) - [c25]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 - [c24]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 - [i2]Shuochao Yao, Shaohan Hu, Yiran Zhao, Aston Zhang, Tarek F. Abdelzaher:
DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing. CoRR abs/1611.01942 (2016) - 2015
- [j3]Dong Wang, Tarek F. Abdelzaher, Lance M. Kaplan, Raghu K. Ganti, Shaohan Hu, Hengchang Liu:
Reliable social sensing with physical constraints: analytic bounds and performance evaluation. Real Time Syst. 51(6): 724-762 (2015) - [j2]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) - [c23]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 - [c22]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 - [c21]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 - [c20]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 - [c19]Shen Li, Shaohan Hu, Tarek F. Abdelzaher:
The Packing Server for real-time scheduling of MapReduce workflows. RTAS 2015: 51-62 - [c18]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 - [c17]Shen Li, Shaohan Hu, Raghu K. Ganti, Mudhakar Srivatsa, Tarek F. Abdelzaher:
Pyro: A Spatial-Temporal Big-Data Storage System. USENIX Annual Technical Conference 2015: 97-109 - [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
- [c16]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 - [c15]Shen Li, Shaohan Hu, Shiguang Wang, Siyu Gu, Chenji Pan, Tarek F. Abdelzaher:
WattValet: Heterogenous Energy Storage Management in Data Centers for Improved Power Capping. ICAC 2014: 273-279 - [c14]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 - [c13]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 - [c12]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 - [c11]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 - 2013
- [c10]Shiguang Wang, Shaohan Hu, Shen Li, Hengchang Liu, Md. Yusuf Sarwar Uddin, Tarek F. Abdelzaher:
MINERVA: Information-Centric Programming for Social Sensing. ICCCN 2013: 1-9 - [c9]Shen Li, Shiguang Wang, Fan Yang, Shaohan Hu, Fatemeh Saremi, Tarek F. Abdelzaher:
Proteus: Power Proportional Memory Cache Cluster in Data Centers. ICDCS 2013: 73-82 - [c8]Hengchang Liu, Shaohan Hu, Wei Zheng, Zhiheng Xie, Shiguang Wang, Pan Hui, Tarek F. Abdelzaher:
Efficient 3G budget utilization in mobile participatory sensing applications. INFOCOM 2013: 1411-1419 - [c7]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 - [c6]Dong Wang, Tarek F. Abdelzaher, Lance M. Kaplan, Raghu K. Ganti, Shaohan Hu, Hengchang Liu:
Exploitation of Physical Constraints for Reliable Social Sensing. RTSS 2013: 212-223 - [c5]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
- [c4]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
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