Sotabase

Career

· Assistant Professor, Northwestern University2023–
· Postdoctoral Scholar, University of California, Berkeley2022–2023
· Research Intern, IBM Research2020–2020
· Core Motion Data Engineering Intern, Apple2019–2019
· Graduate Research Assistant, Columbia University in the City of New York2016–2022
· Graduate Teaching Assistant, Columbia University in the City of New York2016–2019
· Software Engineering Intern, National Instruments2015–2015
· Technical Software Intern, Hewlett Packard Enterprise2014–2014
· Course Assistant, Rice University2014–2015

Publications (49)

Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances
Italian National Conference on Sensors · 2021
419
cited
A Deep-Reinforcement-Learning-Based Recommender System for Occupant-Driven Energy Optimization in Commercial Buildings
IEEE Internet of Things Journal · 2020
64
cited
Conductive Thread-Based Textile Sensor for Continuous Perspiration Level Monitoring †
Italian National Conference on Sensors · 2018
57
cited
Improving Pedestrian Safety in Cities Using Intelligent Wearable Systems
IEEE Internet of Things Journal · 2019
31
cited
PAWS: A Wearable Acoustic System for Pedestrian Safety
International Conference on Internet-of-Things Design and Implementation · 2018
30
cited
SPIDERS+: A light-weight, wireless, and low-cost glasses-based wearable platform for emotion sensing and bio-signal acquisition
Pervasive and Mobile Computing · 2021
30
cited
CSafe: An Intelligent Audio Wearable Platform for Improving Construction Worker Safety in Urban Environments
International Symposium on Information Processing in Sensor Networks · 2021
27
cited
Energy Saving Recommendations and User Location Modeling in Commercial Buildings
User Modeling, Adaptation, and Personalization · 2018
26
cited
SPIDERS: Low-Cost Wireless Glasses for Continuous In-Situ Bio-Signal Acquisition and Emotion Recognition
International Conference on Internet-of-Things Design and Implementation · 2020
22
cited
PAMS: Improving Privacy in Audio-Based Mobile Systems
AIChallengeIoT@SenSys · 2020
18
cited
TRAMBA: A Hybrid Transformer and Mamba Architecture for Practical Audio and Bone Conduction Speech Super Resolution and Enhancement on Mobile and Wearable Platforms
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2024
17
cited
A Drone-based System for Intelligent and Autonomous Homes
ACM International Conference on Embedded Networked Sensor Systems · 2021
16
cited
RECA: A Multi-Task Deep Reinforcement Learning-Based Recommender System for Co-Optimizing Energy, Comfort and Air Quality in Commercial Buildings
International Conference on Systems for Energy-Efficient Built Environments · 2023
15
cited
Conversational AI Therapist for Daily Function Screening in Home Environments
IASA@MobiSys · 2022
14
cited
AI Therapist for Daily Functioning Assessment and Intervention Using Smart Home Devices
ACM International Conference on Embedded Networked Sensor Systems · 2022
12
cited
ePrints: a real-time and scalable system for fair apportionment and tracking of personal energy footprints in commercial buildings
International Conference on Systems for Energy-Efficient Built Environments · 2017
11
cited
Intelligent and privacy-preserving medication adherence system
Smart Health · 2018
11
cited
Anemoi: A Low-cost Sensorless Indoor Drone System for Automatic Mapping of 3D Airflow Fields
ACM/IEEE International Conference on Mobile Computing and Networking · 2023
8
cited
ARSteth: Enabling Home Self-Screening with AR-Assisted Intelligent Stethoscopes
International Symposium on Information Processing in Sensor Networks · 2023
8
cited
A multi-task deep reinforcement learning-based recommender system for co-optimizing energy, comfort, and air quality in commercial buildings with humans-in-the-loop
Data-Centric Engineering · 2024
7
cited
Sotabase
Stephen Xia | Researcher Profile | Sotabase | Sotabase