Shaohan Hu

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 56

Top Topics

Efficient Optimization

Storage Management

Extractive Summarization

Top Venues

Publications

Chun-Fu Chen, Bill Moriarty, Shaohan Hu, Sean Moran, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati
Model-Agnostic Utility-Preserving Biometric Information Anonymization. Int. J. Inf. Sec. 23 (4) (2024)
Yizhuo Chen, Chun-Fu (Richard) Chen, Hsiang Hsu, Shaohan Hu, Marco Pistoia, Tarek F. Abdelzaher
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective. CoRR (2024)
Chun-Fu Richard Chen, Bill Moriarty, Shaohan Hu, Sean Moran, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati
Model-Agnostic Utility-Preserving Biometric Information Anonymization. CoRR (2024)
Hsiang Hsu, Guihong Li, Shaohan Hu, Chun-Fu Chen
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation. CoRR (2024)
Hsiang Hsu, Guihong Li, Shaohan Hu, Chun-Fu Chen
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation. ICLR (2024)
El Amine Cherrat, Snehal Raj, Iordanis Kerenidis, Abhishek Shekhar, Ben Wood, Jon Dee, Shouvanik Chakrabarti, Richard Chen, Dylan Herman, Shaohan Hu, Pierre Minssen, Ruslan Shaydulin, Yue Sun, Romina Yalovetzky, Marco Pistoia
Quantum Deep Hedging. Quantum 7 (2023)
El Amine Cherrat, Snehal Raj, Iordanis Kerenidis, Abhishek Shekhar, Ben Wood, Jon Dee, Shouvanik Chakrabarti, Richard Chen, Dylan Herman, Shaohan Hu, Pierre Minssen, Ruslan Shaydulin, Yue Sun, Romina Yalovetzky, Marco Pistoia
Quantum Deep Hedging. CoRR (2023)
Ruslan Shaydulin, Changhao Li, Shouvanik Chakrabarti, Matthew DeCross, Dylan Herman, Niraj Kumar, Jeffrey Larson, Danylo Lykov, Pierre Minssen, Yue Sun, Yuri Alexeev, Joan M. Dreiling, John P. Gaebler, Thomas M. Gatterman, Justin A. Gerber, Kevin Gilmore, Dan Gresh, Nathan Hewitt, Chandler V. Horst, Shaohan Hu, Jacob Johansen, Mitchell Matheny, Tanner Mengle, Michael Mills, Steven A. Moses, Brian Neyenhuis, Peter Siegfried, Romina Yalovetzky, Marco Pistoia
Evidence of Scaling Advantage for the Quantum Approximate Optimization Algorithm on a Classically Intractable Problem. CoRR (2023)
Stefania Zourlidou, Monika Sester, Shaohan Hu
Recognition of Intersection Traffic Regulations from Crowdsourced Data. ISPRS Int. J. Geo Inf. 12 (1) (2023)
Bill Moriarty, Chun-Fu (Richard) Chen, Shaohan Hu, Sean Moran, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati
Utility-Preserving Biometric Information Anonymization. ESORICS (2) (2022)
Chun-Fu Chen, Shaohan Hu, Zhonghao Shi, Prateek Gulati, Bill Moriarty, Marco Pistoia, Vincenzo Piuri, Pierangela Samarati
MaSS: Multi-attribute Selective Suppression. CoRR (2022)
Pradeep Niroula, Ruslan Shaydulin, Romina Yalovetzky, Pierre Minssen, Dylan Herman, Shaohan Hu, Marco Pistoia
Constrained Quantum Optimization for Extractive Summarization on a Trapped-ion Quantum Computer. CoRR (2022)
Marco Pistoia, Syed Farhan Ahmad, Akshay Ajagekar, Alexander Buts, Shouvanik Chakrabarti, Dylan Herman, Shaohan Hu, Andrew Jena, Pierre Minssen, Pradeep Niroula, Arthur G. Rattew, Yue Sun, Romina Yalovetzky
Quantum Machine Learning for Finance ICCAD Special Session Paper. ICCAD (2021)
Sergey Bravyi, Ruslan Shaydulin, Shaohan Hu, Dmitri Maslov
Clifford Circuit Optimization with Templates and Symbolic Pauli Gates. Quantum 5 (2021)
Enze Zhang, Boheng Zhang, Shaohan Hu, Fa Zhang, Zhiyong Liu, Xiaohua Wan
Multi-labelled proteins recognition for high-throughput microscopy images using deep convolutional neural networks. BMC Bioinform. (3) (2021)
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) (2021)
Sergey Bravyi, Ruslan Shaydulin, Shaohan Hu, Dmitri Maslov
Clifford Circuit Optimization with Templates and Symbolic Pauli Gates. CoRR (2021)
Marco Pistoia, Syed Farhan Ahmad, Akshay Ajagekar, Alexander Buts, Shouvanik Chakrabarti, Dylan Herman, Shaohan Hu, Andrew Jena, Pierre Minssen, Pradeep Niroula, Arthur G. Rattew, Yue Sun, Romina Yalovetzky
Quantum Machine Learning for Finance. CoRR (2021)
Marco Pistoia, Peng Liu, Chun-Fu (Richard) Chen, Shaohan Hu, Stephen P. Wood
Parallelization of Classical Numerical optimization in Quantum Variational Algorithms. ICST (2020)
Abhishek Gupta, Shaohan Hu, Weida Zhong, Adel W. Sadek, Lu Su, Chunming Qiao
Road Grade Estimation Using Crowd-Sourced Smartphone Data. IPSN (2020)
Scott Schneider, Xavier Guerin, Shaohan Hu, Kun-Lung Wu
A Cloud Native Platform for Stateful Streaming. CoRR (2020)
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)
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)
Shenglei Huang, Shaohan Hu, Bencheng Yan
Watch and Ask: Video Question Generation. ICONIP (3) (2019)
Shaohan Hu, Shenglei Huang, Guolong Wang, Zhipeng Li, Zheng Qin
Delving into Precise Attention in Image Captioning. ICONIP (5) (2019)
Shaohan Hu, Peng Liu, Chun-Fu (Richard) Chen, Marco Pistoia, Jay M. Gambetta
Reduction-Based Problem Mapping for Quantum Computing. Computer 52 (6) (2019)
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)
Peng Liu, Shaohan Hu, Marco Pistoia, Chun-Fu (Richard) Chen, Jay M. Gambetta
Stochastic Optimization of Quantum Programs. Computer 52 (6) (2019)
Enze Zhang, Boheng Zhang, Shaohan Hu, Fa Zhang, Xiaohua Wan
Classifying Mixed Patterns of Proteins in High-Throughput Microscopy Images Using Deep Neural Networks. ICIC (1) (2019)
Shaohan Hu, Dmitri Maslov, Marco Pistoia, Jay M. Gambetta
Efficient Circuits for Quantum Search over 2D Square Lattice Architecture. DAC (2019)
Liu Jiang, Zheng Qin, Zhipeng Li, Pengbo Shen, Shaohan Hu
An Expert Validation Framework for Improving the Quality of Crowdsourced Clustering. ICONIP (5) (2019)
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 (2019)
Arthur G. Rattew, Shaohan Hu, Marco Pistoia, Chun-Fu (Richard) Chen, Steve Wood
A Domain-agnostic, Noise-resistant Evolutionary Variational Quantum Eigensolver for Hardware-efficient Optimization in the Hilbert Space. CoRR (2019)
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)
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) (2018)
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) (2018)
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) (2018)
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) (2018)
Shaohan Hu, Peng Liu, Chun-Fu (Richard) Chen, Marco Pistoia
Automatically solving NP-complete problems on a quantum computer. ICSE (Companion Volume) (2018)
Boheng Zhang, Shenglei Huang, Shaohan Hu
Multi-scale Neural Networks for Retinal Blood Vessels Segmentation. CoRR (2018)
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)
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)
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) (2017)
Yunfei Hou, Abhishek Gupta, Tong Guan, Shaohan Hu, Lu Su, Chunming Qiao
VehSense: Slippery Road Detection Using Smartphones. CoRR (2017)
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)
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)
Yunfei Hou, Abhishek Gupta, Tong Guan, Shaohan Hu, Lu Su, Chunming Qiao
VehSense: Slippery Road Detection Using Smartphones. VTC Spring (2017)
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)
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) (2017)
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) (2017)
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) (2016)
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)
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) (2016)
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)
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 (2016)
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) (2016)
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)
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)
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)
Shen Li, Shaohan Hu, Tarek F. Abdelzaher
The Packing Server for real-time scheduling of MapReduce workflows. RTAS (2015)
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)
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) (2015)
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 (2015)
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)
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)
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) (2015)
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)
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)
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)
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)
Nicholas D. Lane, Ye Xu, Hong Lu, Shaohan Hu, Tanzeem Choudhury, Andrew T. Campbell, Feng Zhao
Community Similarity Networks. Pers. Ubiquitous Comput. 18 (2) (2014)
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)
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)
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)
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)
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)
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)
Shiguang Wang, Shaohan Hu, Shen Li, Hengchang Liu, Md. Yusuf Sarwar Uddin, Tarek F. Abdelzaher
MINERVA: Information-Centric Programming for Social Sensing. ICCCN (2013)
Shen Li, Shiguang Wang, Fan Yang, Shaohan Hu, Fatemeh Saremi, Tarek F. Abdelzaher
Proteus: Power Proportional Memory Cache Cluster in Data Centers. ICDCS (2013)
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)
Nicholas D. Lane, Ye Xu, Hong Lu, Shaohan Hu, Tanzeem Choudhury, Andrew T. Campbell, Feng Zhao
Enabling large-scale human activity inference on smartphones using community similarity networks (csn). UbiComp (2011)
Pallika H. Kanani, Andrew McCallum, Shaohan Hu
Resource-Bounded Information Extraction: Acquiring Missing Feature Values on Demand. PAKDD (1) (2010)
Andrew T. Campbell, Tanzeem Choudhury, Shaohan Hu, Hong Lu, Matthew K. Mukerjee, Mashfiqui Rabbi, Rajeev D. S. Raizada
NeuroPhone: brain-mobile phone interface using a wireless EEG headset. MobiHeld (2010)