Sotabase

Career

· Independent Researcher, Self-employed2016–
· Director of Data Science, DataVisor, Inc2014–2016
· Visiting Researcher, Institute for Research on Labor and Employment (IRLE), UC Berkeley2014–2017
· Visiting Scholar, Stanford University2012–2014
· Senior Research Scientist, Intel ISTC on Secure Computing2011–2014
· PhD in Computer Science, University of California at Berkeley2011–
· B.S. and M.S. degree, Beijing University of Aeronautics and Astroautics (BUAA)2007–
· Research Scientist, Intel Labs Berkeley2007–2011
· Visiting Professor, China Europe International Business School (CEIBS)2002–2002
· Assistant Professor, Peking University2002–2014
· System Architect and Project Manager, Bei Hang Haire CAXA

Publications (102)

Tapestry: a resilient global-scale overlay for service deployment
IEEE Journal on Selected Areas in Communications · 2004
2,015
cited
Adversarial machine learning
Security and Artificial Intelligence · 2019
1,522
cited
Detecting large-scale system problems by mining console logs
Symposium on Operating Systems Principles · 2009
1,274
cited
In-Network PCA and Anomaly Detection
Neural Information Processing Systems · 2006
532
cited
ANTIDOTE: understanding and defending against poisoning of anomaly detectors
ACM/SIGCOMM Internet Measurement Conference · 2009
425
cited
Learning in a Large Function Space: Privacy-Preserving Mechanisms for SVM Learning
Journal of Privacy and Confidentiality · 2009
301
cited
Single-Cell RNA Sequencing Resolves Molecular Relationships Among Individual Plant Cells1[OPEN]
Plant Physiology · 2019
291
cited
Brocade: Landmark Routing on Overlay Networks
International Workshop on Peer-to-Peer Systems · 2002
272
cited
β-Catenin is essential for patterning the maternally specified animal-vegetal axis in the sea urchin embryo
1998
265
cited
Evolution of social-attribute networks: measurements, modeling, and implications using google+
ACM/SIGCOMM Internet Measurement Conference · 2012
227
cited
Online System Problem Detection by Mining Patterns of Console Logs
2009 Ninth IEEE International Conference on Data Mining · 2009
203
cited
Few‐Layer Graphdiyne Nanosheets Applied for Multiplexed Real‐Time DNA Detection
Advances in Materials · 2017
202
cited
Communication-Efficient Online Detection of Network-Wide Anomalies
IEEE INFOCOM 2007 - 26th IEEE International Conference on Computer Communications · 2007
146
cited
I Know Why You Went to the Clinic: Risks and Realization of HTTPS Traffic Analysis
International Symposium on Privacy Enhancing Technologies · 2014
132
cited
Mining Console Logs for Large-Scale System Problem Detection
USENIX workshop on Tackling computer systems problems with machine learning techniques · 2008
129
cited
Nuclear β‐catenin‐dependent Wnt8 signaling in vegetal cells of the early sea urchin embryo regulates gastrulation and differentiation of endoderm and mesodermal cell lineages
2004
129
cited
Approximate Object Location and Spam Filtering on Peer-to-Peer Systems
International Middleware Conference · 2003
128
cited
Query Strategies for Evading Convex-Inducing Classifiers
Journal of machine learning research · 2010
123
cited
Regulation of epidermal cell fate in Arabidopsis roots: the importance of multiple feedback loops
Frontiers in Plant Science · 2014
109
cited
Large-Scale System Problems Detection by Mining Console Logs
2009
90
cited
Sotabase