Sotabase

Career

· Researcher, University of Washington, UbiComp Lab2024–
· Intern, Tableau, Salesforce2022–
· Software Engineer, ByteDance2020–

Publications (55)

DeepSense: A Unified Deep Learning Framework for Time-Series Mobile Sensing Data Processing
The Web Conference · 2016
672
cited
DeepIoT: Compressing Deep Neural Network Structures for Sensing Systems with a Compressor-Critic Framework
ACM International Conference on Embedded Networked Sensor Systems · 2017
198
cited
FastDeepIoT: Towards Understanding and Optimizing Neural Network Execution Time on Mobile and Embedded Devices
ACM International Conference on Embedded Networked Sensor Systems · 2018
138
cited
Deep Learning for the Internet of Things
Computer · 2018
124
cited
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks
The Web Conference · 2019
87
cited
Harnessing Biomedical Literature to Calibrate Clinicians’ Trust in AI Decision Support Systems
International Conference on Human Factors in Computing Systems · 2023
75
cited
The effect of the mined cobalt trade dependence Network's structure on trade price
2020
57
cited
SADeepSense: Self-Attention Deep Learning Framework for Heterogeneous On-Device Sensors in Internet of Things Applications
IEEE Conference on Computer Communications · 2019
47
cited
SenseGAN
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2018
40
cited
Recursive Ground Truth Estimator for Social Data Streams
International Symposium on Information Processing in Sensor Networks · 2016
39
cited
Scheduling Real-time Deep Learning Services as Imprecise Computations
IEEE International Conference on Embedded and Real-Time Computing Systems and Applications · 2020
39
cited
RDeepSense
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2017
38
cited
Data Acquisition for Real-Time Decision-Making under Freshness Constraints
IEEE Real-Time Systems Symposium · 2015
32
cited
Handling Missing Sensors in Topology-Aware IoT Applications with Gated Graph Neural Network
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2020
31
cited
Affective Touch as Immediate and Passive Wearable Intervention
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2022
29
cited
GreenDrive: A Smartphone-Based Intelligent Speed Adaptation System with Real-Time Traffic Signal Prediction
International Conference on Cyber-Physical Systems · 2017
29
cited
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling
Neural Information Processing Systems · 2024
28
cited
QualityDeepSense: Quality-Aware Deep Learning Framework for Internet of Things Applications with Sensor-Temporal Attention
EMDL@MobiSys · 2018
23
cited
On Source Dependency Models for Reliable Social Sensing: Algorithms and Fundamental Error Bounds
IEEE International Conference on Distributed Computing Systems · 2016
22
cited
VibeBin
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2017
20
cited
Sotabase