Education
University of Wisconsin-Madison
(Madison,
WI, USA)
Ph.D. Industrial
Engineering 2007
M.A. Mathematics 2006
M.S. Industrial Engineering 2006
Tsinghua University (Beijing,
China)
M.S. Civil
Engineering 2002
B.S. Civil Engineering 2000
Research Interests
Mathematical programming
and applications, especially variational
analysis and variational inequalities.
Here is a list of publications.
Courses
- STOR 112: Decision Models for Business (Fall
2009, 2010)
- STOR 215: Introduction to Decision Sciences (Fall
2007)
- STOR 415: Deterministic Models in Operations
Research (Spring
2008, 2009, 2010, 2011, 2012)
- STOR 614: Linear Programming (Spring 2009, 2011,
2012)
- STOR 892: Special Topics in Operations Research
(Spring 2010)
Grants
- National
Science Foundation Award DMS-1109099, Stochastic
Variational Inequalities: Analysis,
Computation, and Applications, July 15,
2011 - June 30,
2014
- UNC
Junior Faculty Development Award, January 1, 2010 – December 31,
2010
- National
Science Foundation Award DMS-0807893,
Variational Conditions: Analysis, Algorithms and Applications, July 1,
2008 - June 30, 2012
- UNC
University Research Council Award, Robust design methods for congestion
pricing, December 1, 2007 – November 30, 2009
Recent Presentations
- S. Lu. Confidence regions for
stochastic variational inequalities. Invited talk. Presented at the 2012 International
Symposium on Mathematical Programming, August
2012, Berlin, Germany
- S. Lu. Confidence regions for
stochastic variational inequalities. Invited talk at the Wisconsin
Institute of Discovery, University of Wisconsin-Madison, February 2012
- S. Lu
and A. Budhiraja. Confidence regions for
stochastic variational inequalities. Invited talk. Presented by S. Lu
at the 2011
INFORMS
Annual Meeting, November 2011, Charlotte, NC
- S.
Lu. Sensitivity and stability of static traffic user equilibrium
problems. Invited talk at the Department of Civil Engineering, Tsinghua
University. June 2011
- S.
Lu. Finite-dimensional variational inequalities: analysis, algorithms
and
applications. Invited talk at the Department of Electrical and Computer
Engineering, North Carolina State University. February 2011
- S.
Lu. Constant rank constraint
qualification: geometric
properties and perturbation analysis. Invited talk. Presented at
the
9th US-Mexico
Workshop on Optimization and Applications, Jan 2011, Oaxaca, Oaxaca,
Mexico
- S.
Singh and S. Lu. A polyhedral projection method for solving variational
inequalities.
Presented by S. Singh at the 2010 INFORMS Annual Meeting, November
2010, Austin,
TX
- S. Lu
and Y. (M.) Nie. Stability
of user-equilibrium route flow solutions for the traffic assignment
problem.
Presented by Y. (M.) Nie at the 89th Transportation Research Board
Annual
Meeting, January 2010, Washington D.C.
- S. Lu. Implications of the constant rank
constraint
qualification. Invited talk. Presented at the 2009 International
Symposium on Mathematical Programming, August
2009,Chicago, IL
Also presented at Stevens Institute of Technology (Oct 19, 2009) and
University of Maryland, Baltimore County (Oct 30, 2009)
- X.
Ban, S. Lu, M. Ferris and H. Liu. Risk-averse second-best toll pricing.
Presented
by X. Ban at the 18th International Symposium on
Transportation and
Traffic Theory, July 2009, Hongkong, China
- X.
Ban and S. Lu. Considering risk taking
behaviors
in second-best toll pricing. Presented by X. Ban at the 87th
Transportation
Research Board Annual Meeting, January 2008, Washington D.C.
- S. Lu. Sensitivity of variational inequalities
on perturbed
polyhedral convex sets. Invited talk. Presented at the 2007 INFORMS
Annual Meeting, November 2007, Seattle, WA
- S. Lu. Sensitivity
of Variational
Inequalities on Perturbed Polyhedral Convex Sets: Analysis and
Implementation. Invited talk. Presented at the Department of
Statistics and Operations Research, the University of North Carolina at
Chapel Hill. February 2007
- S. M. Robinson and S. Lu. Solution continuity in
variational
conditions. Presented at the workshop on Variational Analysis and
Partial Differential Equations, July 2006, Erice, Sicily, Italy
- S. Lu and S. M. Robinson. Variational
inequalities over perturbed
polyhedral convex sets. Poster presentation at the ACNW Optimization
Tutorials, June 2006, Chicago, IL
- S. Lu and S. M. Robinson. Sensitivity of static
traffic user
equilibria. Presented at the 4th International Conference on
Complementarity Problems, August 2005, Stanford, CA
- J. Lu, H. Tang, S. Lu and B. Ran. Locating
roadside servers for
advanced traveler information systems. Presented at the 85th
Transportation Research Board Annual Meeting, January 2006, Washington
D.C.
- J. Lu, S. Lu and B. Ran. Sensitivity analysis of
traffic network
flows under dynamic user equilibrium. Presented at the 2005 INFORMS
Annual Meeting, November 2005, San Francisco, CA