Hu, Shaohan

DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing

Yao, S., Hu, S., Zhao, Y., Zhang, A., & Abdelzaher, T. (2017) · Proceedings of the 26th International Conference on World Wide Web

Context-Aware Activity Recognition SystemsInertial Sensor and Navigation

Cited by 667

Enabling large-scale human activity inference on smartphones using community similarity networks (csn)

Lane, N. D., Xu, Y., Lu, H., Hu, S., Choudhury, T., Campbell, A. T., & Zhao, F. (2011) · Proceedings of the 13th international conference on Ubiquitous computing

Context-Aware Activity Recognition SystemsHuman Mobility and Location-Based Analysis

Cited by 171

Evidence of scaling advantage for the quantum approximate optimization algorithm on a classically intractable problem

Shaydulin, R., Li, C., Chakrabarti, S., DeCross, M., Herman, D., Kumar, N., Larson, J., Lykov, D., Minssen, P., Sun, Y., et al. (2024) · Science Advances

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 120

Constrained quantum optimization for extractive summarization on a trapped-ion quantum computer

Niroula, P., Shaydulin, R., Yalovetzky, R., Minssen, P., Herman, D., Hu, S., & Pistoia, M. (2022) · Scientific Reports

Quantum Computing Algorithms and ArchitectureQuantum Information and Cryptography

Cited by 59

A Domain-agnostic, Noise-resistant, Hardware-efficient Evolutionary Variational Quantum Eigensolver

Rattew, A. G., Hu, S., Pistoia, M., Chen, R., & Wood, S. (2019) · arXiv

Quantum Computing Algorithms and ArchitectureQuantum many-body systems

Cited by 59

SenseGAN: Enabling Deep Learning for Internet of Things with a Semi-Supervised Framework

Yao, S., Zhao, Y., Shao, H., Zhang, C., Zhang, A., Hu, S., Liu, D., Liu, S., Su, L., & Abdelzaher, T. (2018) · Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies

Domain Adaptation and Few-Shot LearningMachine Learning and Algorithms

Cited by 54

SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications

Yao, S., Zhao, Y., Shao, H., Liu, D., Liu, S., Hao, Y., Piao, A., Hu, S., Lu, S., & Abdelzaher, T. F. (2019) · IEEE INFOCOM 2019 - IEEE Conference on Computer Communications

Context-Aware Activity Recognition SystemsIoT and Edge/Fog Computing

Cited by 52