Sotabase

Career

· Postdoctoral Researcher, California Institute of Technology (Caltech)2025–
· Research Scientist Intern / Part-time Researcher, Meta Reality Labs2024–2025
· Research Intern, Adobe Research2021–2021
· Research Assistant, MIT CSAIL and Chemical Engineering2021–2023
· Ph.D. in Electrical Engineering and Computer Science (EECS), Massachusetts Institute of Technology (MIT)2019–2025
· Research Assistant, Massachusetts Institute of Technology (MIT)2019–2025
· Master of Engineering in Control Science and Engineering, Tsinghua University2016–2019
· Research Assistant, Tsinghua University2015–2019
· Bachelor of Engineering in Automation, Tsinghua University2012–2016

Publications (2106)

Advances and Open Problems in Federated Learning
Found. Trends Mach. Learn. · 2019
7,730
cited
Global, regional, and national life expectancy, all-cause mortality, and cause-specific mortality for 249 causes of death, 1980–2015: a systematic analysis for the Global Burden of Disease Study 2015
The Lancet · 2016
5,199
cited
Global, regional, and national disability-adjusted life-years (DALYs) for 315 diseases and injuries and healthy life expectancy (HALE), 1990–2015: A systematic analysis for the Global Burden of Disease Study 2015
2016
1,779
cited
Global, Regional, and National Levels of Maternal Mortality, 1990–2015: A Systematic Analysis for the Global Burden of Disease Study 2015
Obstetrical & Gynecological Survey · 2017
815
cited
Healthcare Access and Quality Index based on mortality from causes amenable to personal health care in 195 countries and territories, 1990–2015: a novel analysis from the Global Burden of Disease Study 2015
The Lancet · 2017
619
cited
Global patient outcomes after elective surgery: prospective cohort study in 27 low-, middle- and high-income countries
British Journal of Anaesthesia · 2016
537
cited
Five insights from the Global Burden of Disease Study 2019
The Lancet · 2020
503
cited
Adsorption of tetracycline antibiotics from aqueous solutions on nanocomposite multi-walled carbon nanotube functionalized MIL-53(Fe) as new adsorbent.
Science of the Total Environment · 2018
470
cited
Measuring the health-related Sustainable Development Goals in 188 countries: a baseline analysis from the Global Burden of Disease Study 2015
The Lancet · 2016
460
cited
Metal-organic frameworks for highly efficient heterogeneous Fenton-like catalysis
Coordination chemistry reviews · 2018
455
cited
QMSum: A New Benchmark for Query-based Multi-domain Meeting Summarization
North American Chapter of the Association for Computational Linguistics · 2021
426
cited
Use What You Have: Video retrieval using representations from collaborative experts
British Machine Vision Conference · 2019
424
cited
The Mycobacterium tuberculosis regulatory network and hypoxia
Nature · 2013
423
cited
Inkjet-printed unclonable quantum dot fluorescent anti-counterfeiting labels with artificial intelligence authentication
Nature Communications · 2019
422
cited
On centroidal voronoi tessellation—energy smoothness and fast computation
TOGS · 2009
379
cited
Fitting B-spline curves to point clouds by curvature-based squared distance minimization
TOGS · 2006
367
cited
Guided, stochastic model-based GUI testing of Android apps
ESEC/SIGSOFT FSE · 2017
367
cited
Infiltrating Semiconducting Polymers into Self‐Assembled Mesoporous Titania Films for Photovoltaic Applications
2003
358
cited
Seislet transform and seislet frame
2010
347
cited
Towards a Unified Multi-Dimensional Evaluator for Text Generation
Conference on Empirical Methods in Natural Language Processing · 2022
335
cited
Sotabase
Yang Liu | Researcher Profile | Sotabase | Sotabase