Sotabase

Career

· Research Study Coordinator Senior, Institute for Policy Research at Northwestern University2022–2024
· Master of Arts - MA, Economics, Northwestern University2021–2022
· Research Analyst, Innovations for Poverty Action2020–2020
· Undergraduate Research Assistant, Northwestern University, Department of Economics2020–2022
· Co-Founder, AcaLab2019–
· Bachelor of Arts - BA, Economics and Mathematics, GPA: 3.928, Northwestern University2019–2022
· Tutor Of Quantitative Symbolic Reasoning Studies, Stoooges Education2019–2023
· Teaching Assistant, Zhejiang University2017–2017

Publications (39)

Deep compressive offloading: speeding up neural network inference by trading edge computation for network latency
ACM International Conference on Embedded Networked Sensor Systems · 2020
160
cited
STFNets: Learning Sensing Signals from the Time-Frequency Perspective with Short-Time Fourier Neural Networks
The Web Conference · 2019
87
cited
GIobalFusion
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2020
59
cited
Self-Contrastive Learning based Semi-Supervised Radio Modulation Classification
IEEE Military Communications Conference · 2021
58
cited
Contrastive Self-Supervised Representation Learning for Sensing Signals from the Time-Frequency Perspective
International Conference on Computer Communications and Networks · 2021
51
cited
DyDiff-VAE: A Dynamic Variational Framework for Information Diffusion Prediction
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2021
46
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
AdaMask: Enabling Machine-Centric Video Streaming with Adaptive Frame Masking for DNN Inference Offloading
ACM Multimedia · 2022
36
cited
paper2repo: GitHub Repository Recommendation for Academic Papers
The Web Conference · 2020
36
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
FreqMAE: Frequency-Aware Masked Autoencoder for Multi-Modal IoT Sensing
The Web Conference · 2024
22
cited
Multi-View Scheduling of Onboard Live Video Analytics to Minimize Frame Processing Latency
IEEE International Conference on Distributed Computing Systems · 2022
16
cited
Multiscale online media simulation with SocialCube
Computational and mathematical organization theory · 2020
15
cited
Hierarchical Overlapping Belief Estimation by Structured Matrix Factorization
International Conference on Advances in Social Networks Analysis and Mining · 2020
14
cited
IoBT-OS: Optimizing the Sensing-to-Decision Loop for the Internet of Battlefield Things
International Conference on Computer Communications and Networks · 2022
14
cited
PhyMask: An Adaptive Masking Paradigm for Efficient Self-Supervised Learning in IoT
ACM International Conference on Embedded Networked Sensor Systems · 2024
13
cited
Fine-grained Control of Generative Data Augmentation in IoT Sensing
Neural Information Processing Systems · 2024
10
cited
MetaHKG: Meta Hyperbolic Learning for Few-shot Temporal Reasoning
Annual International ACM SIGIR Conference on Research and Development in Information Retrieval · 2024
10
cited
Misinformation Detection and Adversarial Attack Cost Analysis in Directional Social Networks
International Conference on Computer Communications and Networks · 2020
10
cited
The Methodological Pitfall of Dataset-Driven Research on Deep Learning: An IoT Example
IEEE Military Communications Conference · 2022
10
cited
Sotabase
Tianshi Wang | Researcher Profile | Sotabase | Sotabase