- X. Ban, S. Lu, M.
Ferris and
H. Liu. Risk-averse
second-best toll
pricing.

In Transportation and Traffic Theory 2009: Golden Jubilee, edited by William H. K. Lam, S. C. Wong, Hong K. Lo. Springer, 2009, pp. 197–218

- M. Lamm, S. Lu and A. Budhiraja. Individual confidence intervals for solutions to expected value formulations of stochastic variational inequalities.

Mathematical Programming SERIES B 2016, accepted for publication - S. Lu, Y. Liu, L. Yin and K. Zhang Confidence intervals and regions for the lasso by using stochastic variational inequality techniques in optimization.

Journal of the Royal Statistical Society: Series B 2016, DOI: 10.1111/rssb.12184 - Zhang, L., Lu, S. and Marron, J. S. Nested Nonnegative Cone Analysis.

Computational Statistics and Data Analysis 2015, Vol. 88, pp. 100-110 - S. Lu. Symmetric confidence regions and
confidence intervals for normal map formulations of stochastic
variational inequalities.

SIAM Journal on Optimization. 2014, Vol. 24, No. 3, pp. 1458-1484

- S. Lu and A.
Budhiraja. Confidence regions for
stochastic
variational
inequalities.

Mathematics of Operations Research. 2013, Vol. 38, No. 3, pp. 545–568 - X.
Ban, M. Ferris, L. Tang and S. Lu. Risk-Neutral Second Best
Toll
Pricing.

Transportation Research Part B. 2013, Vol. 48, pp. 67–87 - S.
Lu. A new method to build
confidence regions for solutions of
stochastic variational
inequalities.

Optimization, 2012, Vol. 63, No. 9, pp. 1431-1443, http://www.tandfonline.com/doi/abs/10.1080/02331934.2012.727556 - S. Lu. Relation
between the constant
rank and the relaxed
constant rank constraint qualifications. An erratum.

Optimization, 2012, Vol. 61, No. 5, pp. 555-566

- S. Lu
and S. Singh. Local linear
convergence of
an outer approximation projection method for variational inequalities.

Journal of Optimization Theory and Application, 2011, Vol. 151, No. 1 pp. 52-63

- S. Lu. Implications
of the constant
rank constraint
qualification.

Mathematical Programming Series A, 2011, Vol. 126, No. 2, pp. 365–392

- S. Lu. Variational
conditions
under the constant rank constraint
qualification.

Mathematics of Operations Research, 2010, Vol. 35, No. 1, pp. 120–139

- S. Lu and Y. (M.) Nie. Stability
of
user-equilibrium route flow
solutions for the traffic assignment problem.

Transportation Research Part B, 2010, Vol. 44, pp. 609–617

- S. Lu. Sensitivity
of static traffic user
equilibria with
perturbations in arc cost function and travel demand.

Transportation Science, 2008, Vol. 42, No. 1, pp. 105-123

- S. Lu and S. M. Robinson. Variational
inequalities over
perturbed polyhedral convex sets.

Mathematics of Operations Research, 2008, Vol. 33, pp. 689-711

- S. Lu and S. M. Robinson. Normal fans of
polyhedral convex
sets: structures and connections.

Set-valued Analysis, 2008, Vol. 16, pp. 281-305

- S. M. Robinson and S. Lu. Solution
continuity in
variational
conditions.

Journal of Global Optimization, 2008, Vol. 40, pp. 405-415

- S. Lu, H. Lu, H. Tang and J.
Lu. Analysis of
influencing
factors on urban travel speed.

Journal of Highway and Transportation Research and Development, 2003, Vol.20, No.1, pp.110-113 (in Chinese)

- S. Lu and H.
Lu. Capacity method for uncontrolled
intersections.

Journal of Highway and Transportation Research and Development, 2002, Vol.19, No.2, pp. 89-92 (in Chinese)

- M. Lamm and S. Lu. Confidence interval computation for stochastic variational inequalities and stochastic Cournot–Nash equilibria.

- L. Yin, S. Lu and Y. Liu. Construction of confidence intervals along the Lasso solution path
- L. Yin, S. Lu and Y. Liu. Confidence regions and intervals for sparse penalized regression with random designs