Sotabase

Career

· Senior Research Scientist, Meta (Current)2024–
· Research Scientist, Meta2022–2024
· PhD Software Engineer Intern, Facebook2021–2021
· PhD Software Engineer Intern, Facebook2020–2021
· Visting Phd Student, IMDEA Networks Institute2019–2019
· Research Intern, Telefonica2019–2019
· Summer Research Intern, Nokia Bell Labs2018–2018
· Summer Research Intern, Nokia Bell Labs2017–2018
· Doctor of Philosophy - PhD, Computer Science, GPA 3.9, University of Wisconsin-Madison2015–2022
· Research Assistant, UW-Madison College of Letters & Science2015–2022
· Master of Science (M.S.), Electrical and Computer Engineering, GPA 3.97, University of California, Santa Barbara2013–2015
· Full-time Intern, 6Harmonics2012–2013
· Undergraduate Research Intern, Tsinghua University2011–2012
· Bachelor of Engineering (BEng), Communication Engineering, Rank 5/617, Beijing University of Post and Telecommunications2008–2012

Publications (17)

Tuple-oriented Compression for Large-scale Mini-batch Stochastic Gradient Descent
SIGMOD Conference · 2017
19
cited
A Framework for Analyzing Spectrum Characteristics in Large Spatio-temporal Scales
ACM/IEEE International Conference on Mobile Computing and Networking · 2019
18
cited
Adaptive Uplink Data Compression in Spectrum Crowdsensing Systems
International Symposium on Dynamic Spectrum Access Networks · 2021
13
cited
EventMix: An Efficient Augmentation Strategy for Event-Based Data
arXiv.org · 2022
12
cited
Few-Shot Domain Adaptation For End-to-End Communication
International Conference on Learning Representations · 2021
7
cited
PalmBench: A Comprehensive Benchmark of Compressed Large Language Models on Mobile Platforms
arXiv.org · 2024
7
cited
Enabling Wideband, Mobile Spectrum Sensing through Onboard Heterogeneous Computing
Workshop on Mobile Computing Systems and Applications · 2021
5
cited
Performance analysis of the 802.11aa intra-access category prioritization under saturated condition
2014 IEEE Global Communications Conference · 2014
5
cited
N-Omniglot: a Large-scale Dataset for Spatio-Temporal Sparse Few-shot Learning
2021
2
cited
Sustainable Spectrum Crowdsensing
International Symposium on Dynamic Spectrum Access Networks · 2024
1
cited
All Roads Lead to Rome: An MPTCP-Aware Layer-4 Load Balancer
2021 IFIP Networking Conference (IFIP Networking) · 2021
Domain Adaptation for Autoencoder-Based End-to-End Communication Over Wireless Channels
arXiv.org · 2021
Medusa: Scalable Multi-View Biometric Sensing in the Wild with Distributed MIMO Radars
ACM/IEEE International Conference on Mobile Computing and Networking · 2025
Tiny but Mighty: A Software-Hardware Co-Design Approach for Efficient Multimodal Inference on Battery-Powered Small Devices
arXiv.org · 2025
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