Shaohan Hu

JPMorgan Chase & Co (United States) — United States

Computer Science · Physical Sciences

25h-index4.3kcitations108works9.52yr avg
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Research Topics

Mobile Crowdsensing and Crowdsourcing(32), Quantum Computing Algorithms and Architecture(27), Quantum Information and Cryptography(20), Indoor and Outdoor Localization Technologies(16), Human Mobility and Location-Based Analysis(16)

Publications108 total

Ordered layer induced by polydopamine enabling MXene electrodes with high areal capacitance
Journal of Power Sources·2025
On-Device Dynamic DNN Inference through Spatial Sparsity Exploitation
GetMobile Mobile Computing and Communications·2025
DAF: An Efficient End-to-End Dynamic Activation Framework for on-Device DNN Training
arXiv (Cornell University)·2025Open Access
DAF: An Efficient End-to-End Dynamic Activation Framework for on-Device DNN Training
2025Open Access
DynaSpa: Exploiting Spatial Sparsity for Efficient Dynamic DNN Inference on Devices
2024· 3 citedOpen Access
Hybrid Memory Replay: Blending Real and Distilled Data for Class Incremental Learning
arXiv (Cornell University)·2024Open Access
Evidence of scaling advantage for the quantum approximate optimization algorithm on a classically intractable problem
Science Advances·2024· 95 citedOpen Access
Model-Agnostic Utility-Preserving Biometric Information Anonymization
arXiv (Cornell University)·2024Open Access
Model-Agnostic Utility-Preserving Biometric Information Anonymization
International Journal of Information Security·2024· 5 citedOpen Access
MaSS: Multi-attribute Selective Suppression for Utility-preserving Data Transformation from an Information-theoretic Perspective
arXiv (Cornell University)·2024Open Access
Dropout-Based Rashomon Set Exploration for Efficient Predictive Multiplicity Estimation
arXiv (Cornell University)·2024· 1 citedOpen Access
Quantum Deep Hedging
Quantum·2023· 25 citedOpen Access
Constrained optimization via quantum Zeno dynamics
Communications Physics·2023· 41 citedOpen Access
Code from "Evidence of Scaling Advantage for the Quantum Approximate Optimization Algorithm on a Classically Intractable Problem"
arXiv (Cornell University)·2023· 4 citedOpen Access
Data from "Evidence of Scaling Advantage for the Quantum Approximate Optimization Algorithm on a Classically Intractable Problem"
Zenodo (CERN European Organization for Nuclear Research)·2023Open Access
Recognition of Intersection Traffic Regulations from Crowdsourced Data
ISPRS International Journal of Geo-Information·2022· 6 citedOpen Access
MaSS: Multi-attribute Selective Suppression
arXiv (Cornell University)·2022· 1 citedOpen Access
Constrained quantum optimization for extractive summarization on a trapped-ion quantum computer
Scientific Reports·2022· 60 citedOpen Access
Portfolio Optimization via Quantum Zeno Dynamics on a Quantum Processor
Zenodo (CERN European Organization for Nuclear Research)·2022Open Access
Portfolio Optimization via Quantum Zeno Dynamics on a Quantum Processor
Zenodo (CERN European Organization for Nuclear Research)·2022· 1 citedOpen Access
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Frequent Co-authors

Tarek Abdelzaher(36), Lü Su(23), Shuochao Yao(17), Hengchang Liu(14), Yiran Zhao(12), Marco Pistoia(8), Lance Kaplan(7), Hongyan Wang(6), Huajie Shao(6), Dylan Herman(6), Pierre Minssen(6), Romina Yalovetzky(6), Raghu Ganti(6), Shen Li(6), Shiguang Wang(6), Md Tanvir Al Amin(6), Shouvanik Chakrabarti(5), Yue Sun(5), Ramesh Govindan(5), Aston Zhang(4)