The Ohio State University
|Associate Professor
US
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Mi Zhang
About
Work
Publications
Artificial Intelligence of Things: A Survey
ACM Transactions on Sensor Networks
journal-article
ETP: Learning Transferable ECG Representations via ECG-Text Pre-Training
ICASSP
conference-paper
WiVelo: Fine-grained Wi-Fi Walking Velocity Estimation
ACM Transactions on Sensor Networks
journal-article
ChirpTransformer: Versatile LoRa Encoding for Low-power Wide-area IoT
conference-paper
Demeter: Reliable Cross-soil LPWAN with Low-cost Signal Polarization Alignment
conference-paper
FedMultimodal: A Benchmark for Multimodal Federated Learning
conference-paper
AttFL
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies
journal-article
Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
Conference on Neural Information Processing Systems (NeurIPS)
conference-paper
Deep AutoAugment
International Conference on Learning Representations (ICLR)
conference-paper
FedRolex: Model-Heterogeneous Federated Learning with Rolling Sub-Model Extraction
Conference on Neural Information Processing Systems (NeurIPS)
conference-paper
CATE: Computation-aware Neural Architecture Encoding with Transformers
International Conference on Machine Learning (ICML)
conference-paper
The Untold Secrets of WiFi-Calling Services: Vulnerabilities, Attacks, and Countermeasures
IEEE Transactions on Mobile Computing
journal-article
Mercury: Efficient On-Device Distributed DNN Training via Stochastic Importance Sampling
ACM Conference on Embedded Networked Sensor Systems (SenSys)
conference-paper
FlexDNN: Input-Adaptive On-Device Deep Learning for Efficient Mobile Vision
ACM/IEEE Symposium on Edge Computing (SEC)
conference-paper
Does Unsupervised Architecture Representation Learning Help Neural Architecture Search?
Conference on Neural Information Processing Systems (NeurIPS)
conference-paper
Health Care Provider Perceptions of Consumer-Grade Devices and Apps for Tracking Health: A Pilot Study
JMIR mHealth and uHealth
journal-article
Health Care Provider Perceptions of Consumer-Grade Devices and Apps for Tracking Health: A Pilot Study (Preprint)
other
Exploring User Needs for a Mobile Behavioral-Sensing Technology for Depression Management: Qualitative Study
Journal of Medical Internet Research
journal-article
Exploring User Needs for a Mobile Behavioral-Sensing Technology for Depression Management: Qualitative Study (Preprint)
other
NestDNN: Resource-Aware Multi-Tenant On-Device Deep Learning for Continuous Mobile Vision
Proceedings of the 24th Annual International Conference on Mobile Computing and Networking (MobiCom)
conference-paper
Mobile Phone Sensor Correlates of Depressive Symptom Severity in Daily-Life Behavior: An Exploratory Study
Journal of Medical Internet Research
journal-article
MyBehavior: Automatic Personalized Health Feedback from User Behaviors and Preferences using Smartphones
ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp)
conference-paper