Resource-Bounded Information Extraction: Acquiring Missing Feature Values on Demand. - Pallika H. Kanani; Andrew McCallum; Shaohan Hu (PAKDD (1), 2010)

NeuroPhone: brain-mobile phone interface using a wireless EEG headset. - Andrew T. Campbell; Tanzeem Choudhury; Shaohan Hu; Hong Lu 006; Matthew K. Mukerjee; Mashfiqui Rabbi; Rajeev D. S. Raizada (MobiHeld, 2010)

Enabling large-scale human activity inference on smartphones using community similarity networks (csn). - Nicholas D. Lane; Ye Xu; Hong Lu 006; Shaohan Hu; Tanzeem Choudhury; Andrew T. Campbell; Feng Zhao 001 (UbiComp, 2011)

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

MINERVA: Information-Centric Programming for Social Sensing. - Shiguang Wang; Shaohan Hu; Shen Li 002; Hengchang Liu; Md. Yusuf Sarwar Uddin; Tarek F. Abdelzaher (ICCCN, 2013)

Proteus: Power Proportional Memory Cache Cluster in Data Centers. - Shen Li 002; Shiguang Wang; Fan Yang; Shaohan Hu; Fatemeh Saremi; Tarek F. Abdelzaher (ICDCS, 2013)

Efficient 3G budget utilization in mobile participatory sensing applications. - Hengchang Liu; Shaohan Hu; Wei Zheng 011; Zhiheng Xie; Shiguang Wang; Pan Hui 001; Tarek F. Abdelzaher (INFOCOM, 2013)

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

Exploitation of Physical Constraints for Reliable Social Sensing. - Dong Wang 002; Tarek F. Abdelzaher; Lance M. Kaplan; Raghu K. Ganti; Shaohan Hu; Hengchang Liu (RTSS, 2013)

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

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

WattValet: Heterogenous Energy Storage Management in Data Centers for Improved Power Capping. - Shen Li 002; Shaohan Hu; Shiguang Wang; Siyu Gu; Chenji Pan; Tarek F. Abdelzaher (ICAC, 2014)

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

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

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

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

Community Similarity Networks. - Nicholas D. Lane; Ye Xu; Hong Lu 006; Shaohan Hu; Tanzeem Choudhury; Andrew T. Campbell; Feng Zhao 001 (Pers. Ubiquitous Comput., 2014)

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

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

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

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

The Packing Server for real-time scheduling of MapReduce workflows. - Shen Li 002; Shaohan Hu; Tarek F. Abdelzaher (RTAS, 2015)

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

Pyro: A Spatial-Temporal Big-Data Storage System. - Shen Li 002; Shaohan Hu; Raghu K. Ganti; Mudhakar Srivatsa; Tarek F. Abdelzaher (USENIX ATC, 2015)

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

Reliable social sensing with physical constraints: analytic bounds and performance evaluation. - Dong Wang 002; Tarek F. Abdelzaher; Lance M. Kaplan; Raghu K. Ganti; Shaohan Hu; Hengchang Liu (Real Time Syst., 2015)

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

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

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

An Experimental Evaluation of Datacenter Workloads On Low-Power Embedded Micro Servers. - Yiran Zhao 001; Shen Li 002; Shaohan Hu; Hongwei Wang; Shuochao Yao; Huajie Shao; Tarek F. Abdelzaher (Proc. VLDB Endow., 2016)

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

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

On the improvement of classifying EEG recordings using neural networks. - Yiran Zhao 001; Shuochao Yao; Shaohan Hu; Shiyu Chang; Raghu K. Ganti; Mudhakar Srivatsa; Shen Li 002; Tarek F. Abdelzaher (IEEE BigData, 2017)

Demo: Unsupervised Fill-level Estimation for Smart Trash Removal Systems. - Yiran Zhao 001; Shuochao Yao; Shen Li 002; Shaohan Hu; Huajie Shao; Tarek F. Abdelzaher (EWSN, 2017)

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

Decision-Driven Execution: A Distributed Resource Management Paradigm for the Age of IoT. - 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 001 (ICDCS, 2017)

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

DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing. - Shuochao Yao; Shaohan Hu; Yiran Zhao 001; Aston Zhang; Tarek F. Abdelzaher (WWW, 2017)

VibeBin: A Vibration-Based Waste Bin Level Detection System. - Yiran Zhao 001; Shuochao Yao; Shen Li 002; Shaohan Hu; Huajie Shao; Tarek F. Abdelzaher (Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017)

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

Efficient 3G/4G Budget Utilization in Mobile Sensing Applications. - Chao Xu; Shaohan Hu; Wei Zheng 011; Tarek F. Abdelzaher; Pan Hui 001; Zhiheng Xie; Hengchang Liu; John A. Stankovic (IEEE Trans. Mob. Comput., 2017)

Decision-centric resource-efficient semantic information management - Shaohan Hu (2017)

Automatically solving NP-complete problems on a quantum computer. - Shaohan Hu; Peng Liu 010; Chun-Fu (Richard) Chen; Marco Pistoia (ICSE (Companion Volume), 2018)

QualityDeepSense: Quality-Aware Deep Learning Framework for Internet of Things Applications with Sensor-Temporal Attention. - Shuochao Yao; Yiran Zhao 001; Shaohan Hu; Tarek F. Abdelzaher (EMDL@MobiSys, 2018)

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

Multi-scale Neural Networks for Retinal Blood Vessels Segmentation. - Boheng Zhang; Shenglei Huang; Shaohan Hu (CoRR, 2018)

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

Athena: Towards Decision-Centric Anticipatory Sensor Information Delivery. - 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; et al. (J. Sens. Actuator Networks, 2018)

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

Efficient Circuits for Quantum Search over 2D Square Lattice Architecture. - Shaohan Hu; Dmitri Maslov; Marco Pistoia; Jay M. Gambetta (DAC, 2019)

Eugene: Towards Deep Intelligence as a Service. - Shuochao Yao; Kasthuri Jayarajah; Archan Misra; Tarek F. Abdelzaher; Yifan Hao; Yiran Zhao 001; Ailing Piao; Huajie Shao; Dongxin Liu; Shengzhong Liu; Shaohan Hu; Dulanga Weerakoon (ICDCS, 2019)

Classifying Mixed Patterns of Proteins in High-Throughput Microscopy Images Using Deep Neural Networks. - Enze Zhang; Boheng Zhang; Shaohan Hu; Fa Zhang 001; Xiaohua Wan (ICIC (1), 2019)

Delving into Precise Attention in Image Captioning. - Shaohan Hu; Shenglei Huang; Guolong Wang 001; Zhipeng Li; Zheng Qin 003 (ICONIP (5), 2019)

Watch and Ask: Video Question Generation. - Shenglei Huang; Shaohan Hu; Bencheng Yan (ICONIP (3), 2019)

An Expert Validation Framework for Improving the Quality of Crowdsourced Clustering. - Liu Jiang; Zheng Qin 003; Zhipeng Li; Pengbo Shen; Shaohan Hu (ICONIP (5), 2019)

SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications. - Shuochao Yao; Yiran Zhao 001; Huajie Shao; Dongxin Liu; Shengzhong Liu; Yifan Hao; Ailing Piao; Shaohan Hu; Su Lu; Tarek F. Abdelzaher (INFOCOM, 2019)

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

Reduction-Based Problem Mapping for Quantum Computing. - Shaohan Hu; Peng Liu 010; Chun-Fu (Richard) Chen; Marco Pistoia; Jay M. Gambetta (Computer, 2019)

Stochastic Optimization of Quantum Programs. - Peng Liu 010; Shaohan Hu; Marco Pistoia; Chun-Fu (Richard) Chen; Jay M. Gambetta (Computer, 2019)

A Domain-agnostic, Noise-resistant Evolutionary Variational Quantum Eigensolver for Hardware-efficient Optimization in the Hilbert Space. - Arthur G. Rattew; Shaohan Hu; Marco Pistoia; Chun-Fu (Richard) Chen; Steve Wood (CoRR, 2019)

Parallelization of Classical Numerical optimization in Quantum Variational Algorithms. - Marco Pistoia; Peng Liu 010; Chun-Fu (Richard) Chen; Shaohan Hu; Stephen P. Wood (ICST, 2020)

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

A Cloud Native Platform for Stateful Streaming. - Scott Schneider 001; Xavier Guerin; Shaohan Hu; Kun-Lung Wu (CoRR, 2020)

Quantum Machine Learning for Finance ICCAD Special Session Paper. - 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; et al. (ICCAD, 2021)

Multi-labelled proteins recognition for high-throughput microscopy images using deep convolutional neural networks. - Enze Zhang; Boheng Zhang; Shaohan Hu; Fa Zhang 001; Zhiyong Liu 002; Xiaohua Wan (BMC Bioinform., 2021)

Quantum Machine Learning for Finance. - 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; et al. (CoRR, 2021)

Clifford Circuit Optimization with Templates and Symbolic Pauli Gates. - Sergey Bravyi 001; Ruslan Shaydulin; Shaohan Hu; Dmitri Maslov (Quantum, 2021)

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

Utility-Preserving Biometric Information Anonymization. - Bill Moriarty; Chun-Fu (Richard) Chen; Shaohan Hu; Sean J. Moran; Marco Pistoia; Vincenzo Piuri; Pierangela Samarati (ESORICS (2), 2022)

Constrained Quantum Optimization for Extractive Summarization on a Trapped-ion Quantum Computer. - Pradeep Niroula; Ruslan Shaydulin; Romina Yalovetzky; Pierre Minssen; Dylan Herman; Shaohan Hu; Marco Pistoia (CoRR, 2022)

MaSS: Multi-attribute Selective Suppression. - Chun-Fu Chen 001; Shaohan Hu; Zhonghao Shi; Prateek Gulati; Bill Moriarty; Marco Pistoia; Vincenzo Piuri; Pierangela Samarati (CoRR, 2022)

Evidence of Scaling Advantage for the Quantum Approximate Optimization Algorithm on a Classically Intractable Problem. - Ruslan Shaydulin; Changhao Li; Shouvanik Chakrabarti; Matthew DeCross; Dylan Herman; Niraj Kumar 005; Jeffrey Larson 001; Danylo Lykov; Pierre Minssen; Yue Sun; Yuri Alexeev; Joan M. Dreiling; et al. (CoRR, 2023)

Recognition of Intersection Traffic Regulations from Crowdsourced Data. - Stefania Zourlidou; Monika Sester; Shaohan Hu (ISPRS Int. J. Geo Inf., 2023)

Code from "Evidence of Scaling Advantage for the Quantum Approximate Optimization Algorithm on a Classically Intractable Problem". - Ruslan Shaydulin; Changhao Li; Shouvanik Chakrabarti; Matthew DeCross; Dylan Herman; Niraj Kumar 005; Jeffrey Larson 001; Danylo Lykov; Pierre Minssen; Yue Sun; Yuri Alexeev; Joan M. Dreiling; et al. (Zenodo, 2023)

Quantum Deep Hedging. - El Amine Cherrat; Snehal Raj; Iordanis Kerenidis; Abhishek Shekhar; Ben Wood; Jon Dee; Shouvanik Chakrabarti; Chun-Fu Richard Chen; Dylan Herman; Shaohan Hu; Pierre Minssen; Ruslan Shaydulin; et al. (Quantum, 2023)

Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation. - Hsiang Hsu; Guihong Li; Shaohan Hu; Chun-Fu Chen 001 (ICLR, 2024)

MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective. - Yizhuo Chen; Chun-Fu Chen 001; Hsiang Hsu; Shaohan Hu; Marco Pistoia; Tarek F. Abdelzaher (ICML, 2024)

DynaSpa: Exploiting Spatial Sparsity for Efficient Dynamic DNN Inference on Devices. - Renyuan Liu; Yuyang Leng; Shilei Tian; Shaohan Hu; Chun-Fu (Richard) Chen; Shuochao Yao (SenSys, 2024)

Hybrid Memory Replay: Blending Real and Distilled Data for Class Incremental Learning. - Jiangtao Kong; Jiacheng Shi; Ashley Gao; Shaohan Hu; Tianyi Zhou 001; Huajie Shao (CoRR, 2024)

Model-Agnostic Utility-Preserving Biometric Information Anonymization. - Chun-Fu Chen 001; Bill Moriarty; Shaohan Hu; Sean J. Moran; Marco Pistoia; Vincenzo Piuri; Pierangela Samarati (Int. J. Inf. Sec., 2024)

PASS: Private Attributes Protection with Stochastic Data Substitution. - Yizhuo Chen; Chun-Fu Chen 001; Hsiang Hsu; Shaohan Hu; Tarek F. Abdelzaher (CoRR, 2025)

DAF: An Efficient End-to-End Dynamic Activation Framework for on-Device DNN Training. - Renyuan Liu; Yuyang Leng; Kaiyan Liu; Shaohan Hu; Chun-Fu Chen 001; Peijun Zhao; Heechul Yun; Shuochao Yao (CoRR, 2025)