Sotabase

Career

· Assistant Professor, Rutgers University2023–
· Research Scientist, Machine Learning Group Leader, Texas Advanced Computing Center (TACC)2022–2023
· Research Associate, Data Intensive Computing Group, Texas Advanced Computing Center (TACC)2016–2022
· Postdoc Researcher and Data Science Fellow, AMPLab and Berkeley Institute for Data Science, UC Berkeley2014–2016
· PhD in Computer Science, University of Chicago2009–2014
· Scientific Application Specialist, Computation Institute, University of Chicago2008–2009
· MS in Computer Science, University of Chicago2007–2007
· B.E. in Software Engineering, Beijing University of Posts and Telecommunications2002–2006

Publications (97)

Evaluation of Various Turbulence Models in Predicting Airflow and Turbulence in Enclosed Environments by CFD: Part 2—Comparison with Experimental Data from Literature
2007
781
cited
The formation of human populations in South and Central Asia
Science · 2019
530
cited
Evaluation of Various Turbulence Models in Predicting Airflow and Turbulence in Enclosed Environments by CFD: Part 1—Summary of Prevalent Turbulence Models
2007
507
cited
ImageNet Training in Minutes
International Conference on Parallel Processing · 2017
464
cited
The genomic history of the Iberian Peninsula over the past 8000 years
Science · 2019
404
cited
OpenFold: Retraining AlphaFold2 yields new insights into its learning mechanisms and capacity for generalization
bioRxiv · 2023
336
cited
Overview to the Hard X-ray Modulation Telescope (Insight-HXMT) Satellite
Science China Physics Mechanics and Astronomy · 2019
213
cited
Toward loosely coupled programming on petascale systems
2008 SC - International Conference for High Performance Computing, Networking, Storage and Analysis · 2008
147
cited
Slicing and Binding by Ago3 or Aub Trigger Piwi-Bound piRNA Production by Distinct Mechanisms.
Molecules and Cells · 2015
129
cited
Parallel Scripting for Applications at the Petascale and Beyond
Computer · 2009
123
cited
The Missing Piece in Complex Analytics: Low Latency, Scalable Model Management and Serving with Velox
Conference on Innovative Data Systems Research · 2014
122
cited
Rethinking Data-Intensive Science Using Scalable Analytics Systems
SIGMOD Conference · 2015
109
cited
The Genomic Formation of South and Central Asia
bioRxiv · 2018
73
cited
Discovery of oscillations above 200 keV in a black hole X-ray binary with Insight-HXMT
Nature Astronomy · 2020
63
cited
100-epoch ImageNet Training with AlexNet in 24 Minutes
arXiv.org · 2017
60
cited
Scientific computing meets big data technology: An astronomy use case
2015 IEEE International Conference on Big Data (Big Data) · 2015
59
cited
Identification of a non-thermal X-ray burst with the Galactic magnetar SGR J1935+2154 and a fast radio burst using Insight-HXMT
2020
52
cited
NTIRE 2023 Image Shadow Removal Challenge Report
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) · 2023
51
cited
Co-Salient Object Detection With Co-Representation Purification
IEEE Transactions on Pattern Analysis and Machine Intelligence · 2023
50
cited
Fast Deep Neural Network Training on Distributed Systems and Cloud TPUs
IEEE Transactions on Parallel and Distributed Systems · 2019
46
cited
Sotabase