ZHANG Li-Xin is a  Professor at Zhejiang Gongshang University since 2024. He obtained his Ph.D. in Probability and Statistics from Fudan University in 1995, was promoted to Professor in 1997 at Hangzhou Univerty, and jointed Zhejiang University in 1998 when Hangzhou University was merged into Zhejiang University. Since 2001, he has successively served as Vice Director, Deputy Director, and Director of the Institute of Statistics at Zhejiang University, as well as Vice Chair of the Department of Mathematics, Vice Dean of the School of Mathematical Sciences, and Vice Chair of the Center for Data Science at Zhejiang University. Currently, he is an Elected Member of the Executive Committee of Chinese Association for Applied Statistic and Elected President of Zhejiang Association for Applied Statistics. 

ZHANG Li-Xin's  main research areas include adaptive randomization design for clinical trials, probability limit theory, and dependent data modeling. He has published over 180 academic papers and has awarded 1 grant from National Key Research and Development Program of China, and, 1 grant for Distinguished Young Scholars, 1 grant for Key Projects, 1 grant for Joint Fund Key Projects, and 5 grants for general projects from National Natural Science Foundation of China. He has also participated in the research of several major projects such as the National Key Research and Development Program, the National Natural Science Foundation of China key project, and the Zhejiang Provincial Natural Science Foundation key project. 

In 1998, ZHANG Li-Xin was selected for the "1-5-1 Talents Project" of Zhejiang Province, in 2008 he was selected for the "New Century Excellent Talents Support Program" of the Ministry of Education, in 2018 he was selected as a leading talent in scientific and technological innovation in Zhejiang Province, and in 2020 he was elected as a Fellow of the Institute of Mathematical Statistics. He won the 2016-2018 Advanced individual in "Teaching, Education Administration or Education Service" at Zhejiang Province. The textbook "Probability Theory" co-edited with LIN Zhengyan  and SU Zhonggen was selected as a National "Twelfth Five-Year" planning textbook, and "Probability Theory and Stochastic Processes" was selected for the National "1-0-1 plan".

My Current Research Areas:

Limit Theorems in Probability and Statistics

Adaptive Designs in Clinical Trials  

Limit Theorems under Non-linear Expectation

Statistical Inference for Clinical Trials

Dependent Data Modeling

Sample Path Properties of Stochastic Processes

Feb. 1993—Jul. 1995  Ph.D. in Probability and Statistics, Fudan University, PRC

 Sep. 1990—Jan. 1993 Graduate student program in Probability and Statistics, Hangzhou University, PRC

Sep. 1986—Jul. 1990 B. Sc in Mathematics, Tianjin Teacher’s College of Professional Technology, PRC

• Dec. 2024--, Professor, Zhejiang Gongshang University, PRC

• Jan. 2013-Nov.2024, Qiushi Professor, Zhejiang University, PRC

• Sep. 1998—Present, Professor: Department of Mathematics (School of Mathematical Sciences), Zhejiang University, PRC

• Jun. 1997—Sep. 1998, Professor: Department of Mathematics, Hangzhou University, PRC    

• Sep. 1995—May 1997, Post-doctor Fellow: Department of Mathematics, Hangzhou University, PRC

Vice Chair of Center for Data Science, Zhejiang University(2017.6 -present)

Vice Dean of School of Mathematical Sciences, Zhejiang University(2015.09- 2017.09)

Vice Chair of Department of Mathematics, Zhejiang University (2009.09 -2015.09)

Institute of Statistics, Zhejiang University (Vice Director, 2001-2006; Director, 2007-2012)

  Elected Member of Committee for IMS China (2012-2019)

  Elected Member of Committee for Chinese Association for Applied Statistic (2015-)

 Elected Member of Committee for Chinese Society of Probability and Statistics (2006-2010,2014--2019)

 Elected President of Zhejiang Association for Applied Statistics (2015--)

 Elected Member of Committee for Zhejiang Mathematical Society(2004--)

Fellow of IMS

 Life time member of ICSA

Selected Publications:

1. Zhang, L.-X.(2016) Central limit theorems of a recursive stochastic algorithm with applications to adaptive designs, Annals of Applied Probability, Vol. 26(6): 3630-3658

2. Ma, W., Hu, F. and Zhang, L.X. (2015) . Testing Hypotheses of Covariate-Adaptive Randomized Clinical Trials. Journal of the American Statistical Association, Vol. 110(510): 669-680.

3. Zhang, L.X., Hu, F., Cheung, S.H. and Chan, W.S. (2014)  Asymptotic properties of multi-color randomly reinforced Polya urns. Advances in Applied Probability. Vol 46: 585-602

4. Zhang, L.X., Hu, F., Cheung, S.H. and Chan, W.S. (2011).  Immigrated urn models -- theoretical properties and applications,  Annals of Statistics  Vol. 39(1): 643–671.

5. Hu, F., Zhang, L.X. and He,X.M.. (2009). Efficient randomized adaptive designs,  Annals of Statistics, Vol. 37, No. 5A, 2543–2560.

6. Zhang, L.X., Hu, F., Cheung, S.H. and Chan, W.S. (2007). Asymptotic properties of covariate-adjusted response-adaptive designs,  Annals of Statistics, Vol. 35(3):1166-1182

7. Zhang, L.X., Chan, W.S., Cheung. S.H. and Hu, F. (2006). A generalized urn model for clinical trials with delayed responses. Statistica Sinica, Vol.17:387-409.

8. Zhang, L. X., Hu, F. and Cheung, S. H. (2006) Asymptotic theorems of sequential estimation-adjusted urn models for clinical trials,  Annals of Applied Probability, Vol.16(1): 340-369.

9. Hu, F. and Zhang, L. X. (2004). Asymptotic properties for doubly adaptive biased coin designs of multi-treatment clinical trials.  Annals of Statistics,  Vol.32(1): 268-301.

10. Hu, F. and Zhang, L. X. (2004). The asymptotic normality of urn models for clinical trials with delayed response.  Bernoulli,  Vol.10 (3): 447-463.

11. Bai, Z. D., Hu, F. and Zhang, L. X.  (2002). The Gaussian approximation theorems for urn models and their applications. Annals of Applied Probability, Vol. 12:1149-1173.

12. Zhang, L. X. (2001). A Strassen's law of the iterated logarithm for negatively associated random vectors. Stoch. Processes Their Appl., Vol.95: 311-328.

13. Zhang, L. X. (1997). On the fractal nature of increments of lp-valued Gaussian processes. Stoch. Processes Their Appl., Vol. 71:91—110.

14. Zhang, L. X. (1997). Strong approximation theorems for geometrically weighted random series and their applications. Annals of Probability, Vol. 25: 1621—1635.  

15. Zhang, L. X. (1996). Two different kinds of liminfs on the LIL for two-parameter Wiener processes. Stoch. Processes Their Appl., Vol. 63: 175—188.

List of Publications: http://orcid.org/0000-0002-0121-0187

2024

191. CAO Wenhao, ZHU Hongjian, WANG Li, ZHANG Li-Xin and YU Jun, Doubly adaptive biased coin design to improve Bayesian clinical trials with time-to-event endpoints,Statistics in Medicine, Vol. 43, No. 9: 1743-1758

190. ZHAI, Guannan, LI Yang, ZHANG Lixin and HU Feifang, Group Response-Adaptive Randomization With Delayed and Missing Responses, Statistics in Medicine, Vol. 43, No. 27: 047-5059

189. MA Wei, LI Ping, HU Feifang and ZHANG Li-Xin, A new and unified family of covariate adaptive randomization procedures and their properties, Journal of the American Statistical Association, Vol. 119, No. 545: 151-162

188. ZHANG Li-Xin. Functional Shige Peng's central limit theorems for martingale vectors. Communications in Mathematics and Statistics, Vol.12, No.2: 357-383

187.ZHANG Li-Xin. The recursive stochastic algorithm, randomized urn models, and response-adaptive randomization in clinical trials. Handbook of Statistics, Vol. 51, Probability Models (Eds. Arni S.R. Srinivasa Rao, Zhidong Bai & C.R. Rao), Academic Press，Vol. 51,215-274.

186. YU Huazhen, ZHANG Rui and ZHANG Lixin, Copula-based analysis of dependent current status data with semiparametric linear transformation model, Lifetime Data Analysis, Vol. 30, No.4: 742-775

185. SUN Xianwen and ZHANG Li-Xin, Jackknife model averaging for quantile single-index coefficient model, Journal of Systems Science & Complexity, Vol. 37, No. 4: 1685-1713.

184. SUN Xianwen and ZHANG Li-Xin, Jackknife model averaging for mixed-data kernel-weighted spline quantile regressions,Metrika, Vol.87, No.7:805-842

183. SUN Xianwen and ZHANG Li-Xin, Model averaging estimation for nonparametric varying-coefficient models with multiplicative heteroscedasticity,Statistical Papers,Vol. 65 No. 3: 1375-1409

182. GENG Shuli and ZHANG Li-Xin. Bayesian estimation in generalized linear models for longitudinal data with hyperspherical coordinates, Statistics, Vol.58(2), 302-315, DOI: 0.1080/02331888.2024.2332711

2023

181. HU Feifang, YE Xiaoqing and ZHANG Li-Xin. Multi-arm covariate-adaptive randomization.Science in China-Mathematics,Vol. 66 No. 1: 163–190

180. LI Kangqiang, TANG Songqiao and ZHANG Lixin. Robust parameter estimation of regression models under weakened moment assumptions.Statistics & Probability Letters,Vol.191, online DOI 10.1016/j.spl.2022.109678

179. TANG Songqiao, WANG Huiyu, YAN Guanao and ZHANG Lixin. Empirical likelihood based tests for detecting the presence of significant predictors in marginal quantile regression. Metrika, Vol.86, No.2:49-179

178. ZHANG Li-Xin. The sufficient and necessary conditions of the strong law of large numbers under the sub-linear expectations. Acta Mathematica Sinica-English Series, Vol.39, No. 12:2283-2315

177.  GENG Shuli & ZHANG Lixin, Bayesian estimation for longitudinal data in a joint model with HPCs, Statistics, Vol.57, No.2: 375-387

2022

176. ZHANG Li-Xin. Strong limit theorems for extended independent random variables and extended negatively dependent random variables under sub-linear expectations, Acta Mathematica Scientia, Vol.42 (2):467-490.

175. ZHANG Li-Xin. A note on the cluster set of the law of the iterated logarithm under sub-linear expectations. Probability, Uncertainty and Quantitative Risk, Vol. 7 (2) :85-100

174. Li Kangqiang, BAO Han & ZHANG Lixin,  Robust covariance estimation for distributed principal component analysis,Metrika,Vol.85, No. 6: 707-732

2021

173. ZHANG Li-Xin. On the law of the iterated logarithm under the sub-linear expectations. Probability, Uncertainty and Quantitative Risk, Vol. 6 (4) :409-460

172. MA Wei, ZHANG Li-Xin and HU Feifang.  Comment on 'Inference after covariate-adaptive randomisation: aspects of methodology and theory', Statistical Theory and Related Fields,  Vol.5 (3) :187-189

171. ZHANG Li-Xin, Heyde’s theorem under the sub-linear expectations, Statistics & Probability Letters,        online: https://doi.org/10.1016/j.spl.2020.108987

170. ZHANG Li-Xin, Lindeberg's central limit theorems for martingale like sequences under sub-linear expectations, Science in China-Mathematics, 2021, Vol. 64: 1263-1290.  (Best paper award of Science China Mathematics (2023))

2020

169. ZHANG Li-Xin, The Convergence of the sums of independent random variables under the sub-linear expectations, Acta Mathematica Sinica-English Series, Vol. 36(3):224-244

168. XU Jia-pan, ZHANG Li-Xin, The law of logarithm for arrays of random variables under sub-linear Expectations, Acta Mathematicae Applicatae Sinica-English Series, Vol. 36(3): ‏ 670-688.

167. ZHU Hongjian, PIAO Jin, LEE J. Jack, HU Feifang, ZHANG Li-Xin, Response adaptive randomization procedures in seamless phase II/III clinical trials, Journal of Biopharmaceutical Statistics, Vol. 30(1): 3-17

2019

166. XU Jiapan and ZHANG Li-Xin. Three series theorem for independent random variables under sub-linear expectations with applications, Acta Mathematica Sinica-English Series, Vol. 35(2):172-184.

165. ZANG Qingpei and ZHANG Li-Xin.  Asymptotic behavior of the trajectory fitting estimator for reflected Ornstein–Uhlenbeck Processes, Journal of Theoretical Probability, Vol. 32:183-201. 

164. LI Shuangbo and ZHANG LI-Xin. Identifying the number of factors using a white noise test, Statistics and Probability Letters, Vol. 152:92-99.

2018

163. LIU Zhongqiang, HU Feifang and ZHANG LI-Xin. Nonparametric response-adaptive randomization for continuous responses. Pharmaceutical Statistics,  Vol. 17: 781-796. 

162. WU Yi, WANG Xuejun and ZHANG Li-Xin.  On the asymptotic approximation of inverse moment under sub-linear expectations,  J. Math. Anal. Appl.  Vol. 468(2018): 182–196. 

161. ZHANG LI-Xin and LIN Jinghang. Marcinkiewicz’s strong law of large numbers for nonlinear expectations, Statistics and Probability Letters, Vol.137: 269–276

160. LIU Guangying, ZHANG Li-Xin and WANG Min. Estimation of the Hurst parameter in the simultaneous presence of jumps and noise. Statistics, Vol.52(5):1156-1192.

2017

159．LIN Zhengyan and ZHANG Li-Xin.  Convergence to a self-normalized G-Brownian motion, Probability, Uncertainty and Quantitative Risk, Vol. 2(4).   

158. LIU, Guangying; ZHANG, Li-Xin and FANG, Xinian. Multipower variation from generalized difference for fractional integral processes with jumps, Communications in Statistics-Theory and Methods, Vol. 46(19): 9662-9678

157. ZHANG, Yang and ZHANG, Li-Xin. Limit theorems for dependent Bernoulli variables with statistical inference, Communications in Statistics-Theory and Methods, Vol. 46(4):    1551-1559

2016

156. ZHANG Li-Xin. Central limit theorems of a recursive stochastic algorithm with applications to adaptive designs, Annals of Applied Probability, Vol. 26(6): 3630-3658. 

155. ZHANG Li-Xin.  Self-normalized moderate deviation and laws of the iterated logarithm under G-expectation, Communications in Mathematics and Statistics, Vol. 4: 229–263.

154. ZHANG Li-Xin. Exponential inequalities under the sub-linear expectations with applications to laws of the iterated logarithm，Science in China-Mathematics, Vol. 59(12):2503~2526

153. ZHANG Li-Xin.  Rosenthal's inequalities for independent and negatively dependent random variables under sub-linear expectations with applications, Science in China-Mathematics Vol. 59(4):751-768.  (Best paper award of Science China Mathematics (2019))

152.  ZANG Qingpei and ZHANG Li-Xin.  Parameter estimation for generalized diffusion processes with reflected boundary, Science in China-Mathematics Vol. 59(6): 1163–1174

151.  ZANG Qingpei and ZHANG Li-Xin.  A general lower bound of parameter estimation for reflected Ornstein–Uhlenbeck processes. Journal of Applied Probability, Vol.53(1): 22-32.

2015

150. ZHANG Li-Xin.  Donsker’s Invariance principle under the sub-linear expectation with an application to Chung’s law of the iterated logarithm, Communications in Mathematics and Statistics,Vol. 3 (2): 187-214.

149.  MA Wei, HU Feifang and ZHANG Li-Xin.  Testing Hypotheses of Covariate-Adaptive Randomized Clinical Trials. Journal of the American Statistical Association, Vol. 110(510): 669-680.

148. ZHANG Li-Xin. Response-adaptive randomization: an overview of designs and asymptotic theory, Modern Adaptive Randomized Clinical Trials--Statistical and Practical Aspects, Edited by O. Sverdlov, pp 221-250, Chapman & Hall/CRC Biostatistics Series, CRC Press, 2015.  

147. HU Feifang., HU Yanqing, MA Wei, ZHANG Li-Xin and ZHU Hongjian . Statistical inference of adaptive randomized clinical trials for personalized medicine. Clinical Investigation, Vol. 5(4), 415–425.

146. CHAN Waisum, CHEUNG Siuhung, CHOW Waikit and ZHANG Li-Xin. A robust test for threshold-type non-linearity in multivariate time-series analysis, Journal of Forecasting, Vol.34( 6): 441-454

145. ZHANG Yang and ZHANG Li-Xin (2015).  On the almost sure invariance principle for dependent Bernoulli random variables. Statistics & Probability Letters, Vol. 107: 264-271

144.  ZHANG Li-Xin and ZHANG Yang (2015). Asymptotics for a class of dependent random variables, Stattistics & Probability Letters, Vol. 105: 47-56.

143. CHEN Yingyu and ZHANG Li-Xin (2015). Local Linear Estimation of Second-order Jump-diffusion Model. Communications in Statistics-Theory and Methods. Vol. 44(18): 3903-3920.

142. CHEN Yingyu and  ZHANG Li-Xin, Asymptotic error for the Milstein scheme for SDEs with stochastic evaluation times (in Chinese). Science in China-Mathematics, Chinese Series. Vol. 45：287-300

2014

141. ZHANG Li-Xin, HU Feifang, CHEUNG Siuhung and CHAN Waisum.  Asymptotic properties of multi-color randomly reinforced Polya urns. Advances in Applied Probability.  Vol. 46:585-602.

140. ZHANG Li-Xin. A Gaussian process approximation for two-color randomly reinforced urns. Electronic Journal of Probability, Vol. 19, no. 86, 1–19. ISSN: 1083-6489

139.  CHEUNG Siuhung, ZHANG Li-Xin, HU Feifang and CHAN Waisum, Covariate-adjusted response-adaptive designs for generalized linear models, Journal of Statistical Planning and Inference, Vol. 149: 152-161.

138. HUANG Chu and ZHANG Li-Xin. Bahadur Representation of Linear Kernel Quantile Estimator for Stationary Processes. Communications in Statistics-Theory and Methods.  Vol. 43(22): 4669-4678.

2013

137.  ZHANG Zhongyang and ZHANG Li-Xin. Scaling limits for one-dimensional long-range percolation: Using the corrector method, Statistics & Probability Letters, Vol. 83 (11): 2459-2466

136. ZHU Yunzhou, ZHANG Li-Xin and ZHANG Yi. Optimal reinsurance under the Haezendonck risk measure, Statistics & Probability Letters, Vol.83(4): 1111-1116. DOI: 10.1016/j.spl.2013.01.008

135.  XIAO Xiao-Yong, ZHANG Li-Xin and YIN Hong-Wei. Precise rates in the generalized law of the iterated logarithm, Statistics & Probability Letters, Vol.83(2): 616-623. DOI: 10.1016/j.spl.2012.11.005

134. WANG Yunyan and ZHANG Li-Xin. Local linear estimation for stochastic processes driven by $alpha$-stable L'evy motion. Statistical Inference for Stochastic Processes. Vol.16(2):161-171

2012

133. ZHANG Li-Xin, The Gaussian approximation for generalized Friedman's urn model with heterogeneous and unbalanced updating. Science China-Mathematics. Vol.55(11): 2379-2404. 

132. WANG Yunyan, ZHANG Li-Xin and TANG Mingtian, Re-weighted functional estimation of second-order diffusion processes. Metrika. Vol.75(8): 1129-1151 

131. WANG Yunyan, ZHANG Li-Xin and TANG Mingtian, Local M-estimation for jump-diffusion processes. Statistics & Probability Letters. Vol.82(7): 1273-1284.

130. ZHANG Li-Xin and CHEN You-You (2012), On the rates of the other law of the logarithm, Acta Mathematica Sinica-English Series.  Vol.28(4): 781-792. 

129. WANG Yunyan, ZHANG Li-Xin and WANG Hanchao. Empirical likelihood-based inference for second-order diffusion models (in Chinese). Science in China-Mathematics, Chinese Series. Vol.42(8): 803-820

128. FU Keang and ZHANG Li-Xin. A generalization of Strassen's LIL for $alphi$- mixing sequence and its application (in Chinese). Acta Mathematica Sinica, Chinese Series. Vol. 55(2):193-200.

127. FU Keang and ZHANG Li-Xin. A generalized law of the iterated logarithm for geometrically weighted series of B-valued strong mixing random variables (in Chinese). Chinese Annals of Mathematics, Chinese Series. Vol 33A(1):17-26.

2011

126.  ZHANG Li-Xin, HU Feifang, CHUENG Sui Hung and CHAN Wai Sum. Immigrated urn models -- theoretical properties and applications, Annals of Statistics  Vol. 39(1): 643–671.  

125.  HUANG Chu, WANG Hanchao and ZHANG Li-Xin. Berry-Esseen bounds for kernel estimates of stationary processes. Journal of Statistical Planning and Inference, Vol.141 (3): 1290-1296.    

124. YANG Xiaorong, FU  Ke-Ang and ZHANG Li-Xin. Asymptotic of the Lr-norm of density estimators in the autoregressive time series. Statistics, Vol. 45(2):163-178.  

 123. FU Ke Ang and ZHANG Li-Xin. LIL behavior for B-valued strong mixing random variables. Science China-Mathematics, Vol.54 (4): 785-792.

122. YU Yi-bin, ZHANAG Li-Xin and ZHANG Yi. Joint and supremum distributions in the compound binomial model with Markovian environment. Applied-Mathematics-A Journal of Chinese University Series B,  Vol.26(3): 265-279. 

2010

121.  CHEN Jia, LI Degui and ZHANG Li-Xin. Robust estimation in a nonlinear cointegration model. Journal of Multivariate Analysis, Vol. 101(3):706-717.

120. CHEN Jia and ZHANG Li-Xin.  Local linear M-estimation for spatial processes in fixed-design models, Metrika, Vol. 71(3):319-340.

119.  FU Keang and ZHANG Li-Xin. Some Limit Theorems for Linear Processes Generated by Symmetrically Exchangeable Random Variables.  Stochastic Analysis and Applications, Vol. 28(1): 1-7.

118. FU Keang and ZHANG Li-Xin.  Characterization of LIL Behavior for Non-Degenerate B-Valued U-Statistics. Communications in Statistics-Theory and Methods, Vol. 39(7): 1258-1269.  

117. LI Yunxia; XU Jianjun and ZHANG Li-Xin. Testing for changes in the mean or variance of long memory processes. Acta Mathematica Sinica-English Series, Vol. 26(8): 1591-1600 .  

116. YANG Xiaorong, LIU Weidong, FU Keang and ZHANG Lin Xin.  Convergence Rates of Tail Probabilities for Sums under Dependence Assumptions. Acta Mathematica Sinica-English Series, Vol. 26(8): 1591-1600.

115. CHEN Youyou and ZHANG Li-Xin.  Empirical Euclidean likelihood for general estimating equations under association dependence. Applied Mathematics-A Journal of Chinese University Series B, Vol. 25 (4): 437-446.

114.  CHEN Youyou and ZHANG Li-Xin. Second Moment Convergence Rates for Uniform Empirical Processes. Journal of Inequalities and Applications: Art. No. 972324 2010, ISSN: 1025-5834..  

2009

113. HU Feifang, ZHANG Li-Xin and HE Xuming. Efficient randomized adaptive designs, Annals of Statistics, Vol. 37 (5A): 2543- 2560.

112.  HUNG King Chi, CHEUNG Siu Hung, CHAN Wai-Sum and ZHANG Li-Xin. On a robust test for SETAR-type non-Linearity in time series analysis, Journal of Forecasting, Vol. 28 (5): 445-464.

111.  CHAN WaiSum, ZHANG Li-Xin and CHEUNG SiuHung. Temporal aggregation of Markov switching financial return models, Applied Stochastic Models in Business and Industry, Vol 25 (3): 359-383.

110. ZHANG Li-Xin, CHAN Wai-Sum, CHEUNG Siu-Hung and HUNG King-Chi. A note on the consistency of a robust estimator for threshold autoregressive processes, Statistics & Probability Letters, Vol. 79 (6): 807-813.

109.  ZHANG Li-Xin and HU Feifang. The Gaussian approximation for multi-color generalized Friedman's urn model, Scinece in China Series A, Vol. 52 (6): 1305-1326.

108.  ZHANG Li-Xin and HU Feifang. A new family of covariate-adjusted response adaptive designs and their properties, Appl. Math. J. Chinese Univ. Vol. 24(1), 1-13.

107.  FU Keang and ZHANG Li-Xin. A general LIL for trimmed sums of random fields in Banach spaces, Acta Mathematica Hungarica, Vol.122 (1-2): 91-103.

106.  FU Keang and ZHANG Li-Xin. Precise rates in the law of the logarithm for the moment convergence in Hilbert spaces, Acta Mathematics Sinica, English Series. Vol.25 (2): 191-208.

105.  CHEN Jia and ZHANG Li-Xin. Asymptotic properties of nonparametric M-estimation for mixing functional data, Journal of Statistical Planning and Inference, Vol.139(2), 533-546.

2008

104.  YANG Xiaorong and ZHANG Li-Xin. A note on self-normalized Dickey-Fuller test for unit root in autoregressive time series with GARCH errors, Appl. Math. J. Chinese Univ.  Ser B. Vol.23(2): 197- 201.

103. HU Feifang,  ZHANG Li-Xin, CHEUNG SiuHung and CHAN WaiSum. Doubly adaptive biased coin designs with delayed responses, The Canadian Journal of Statistics, Vol. 36, 6 (4): 541-559. 

102.  FU Ke-Ang and  ZHANG Li-Xin. Strong limit theorems for random sets and fuzzy random sets with slowly varying weights. Information Science, Vol.178 (12):2648-2660.

101.  FU Ke-Ang and  ZHANG Li-Xin. Strong laws of large numbers for arrays of rowwise independent random compact sets and fuzzy random sets, Fuzzy Sets and Systems, Vol.159( 24) : 3360- 3368.  

100.  CHAN Wai Sum, CHEUNG SiuHung，ZHANG Li-Xin and Wu,K.H. Temporal aggregation of equity return time-series models, Mathematics and Computers in Simulation, Vol. 78, 172-180.

99.  PANG Tian-xiao, ZHANG Li-Xin and WANG Han-feng.  Precise asymptotics in the self-normalized law of the iterated logarithm, Journal of Mathematical Analysis and Application, Vol 340 (2):1249-1262.

98.  FU Ke-Ang, LIU Weidong and ZHANG Li-Xin. Precise asymptotics for the first moment of the error variance estimator in linear models, Applied Mathematics Letters, Vol.21 (6):641-647.

97.  CHEN Jia, ZHANG Li-Xin and LI Degui. Spatial local M-estimation under association, Metrika, Vol.67:11-29 .

96.  FU Ke-Ang and ZHANG Li-Xin. On the moment convergence rates of LIL in Hilbert space, Mathematical and Computer Modelling, Vol.47:153-167.

95.  YANG Xiao-Rong, LIU Wei-Dong and ZHANG Li-Xin. Precise asymptotics in the law of logarithm under dependence assumptions, Computers & Mathematics with Applications, Vol.56 (6):1634-1642.

94.  FU Ke-Ang, LIU Weidong and ZHANG Li-Xin. A LIL for independent non-identically distributed random variables in Banach space and its applications, Science in China Series A, Vol. 51 (2):219-232.

93.  ZHANG Li-Xin. Precise asymptotics in Chung’s law of the iterated logarithm, Acta Mathematics Sinica, English Series. Vol 24(2): 631-646.   

92.  CHEN Jia, LI Degui and ZHANG Li-Xin. Bahadur representation of nonparametric M-estimators for spatial processes, Acta Mathematics Sinica, English Series. Vol. 24(11), pp. 1871–1882.  

91. YANG Xiao Rong and ZHANG Li-Xin. A note on self-weighted quantile estimation for infinite variance quantile autoregression models. Statistics & Probability Letters, Vol.78(16): 2731-2738.

90. YANG Xiaorong; ZHANG Li-Xin. Limit distribution of Dickey-Fuller unit root test statistics with dependent residuals and a mean shift. Journal of Zhejiang University. Sciences Edition.  Vol. 35(6): 614-617.

2007

89.  ZHANG Li-Xin. Limit theorems on adaptive designs in clinical trials, Asymptotic Theory in Probability and Statistics with Applications (Lai, T.L., Qian, L.F. and Shao, Q.M.eds), pp 80-108, Higher Education Press and International Press, 2007. Proceeding of Internatioanl Conference on Asymptotic Theory in Probability and Statistics 2006

88.  ZHANG Li-Xin, HU Feifang, CHEUNG SiuHung and CHAN Wai Sum.  Asymptotic properties of covariate-adjusted response-adaptive designs, Annals of Statistics, Vol. 35(3):1166-1182.  

87.  ZHANG Li-Xin, CHAN Wai Sum, CHEUNG SiuHung and HU Feifang. A generalized urn model for clinical trials with delayed responses. Statistica Sinica, Vol. 17:387-409.

86.  SUN Ruibo, CHEUNG SiuHung and ZHANG Li-Xin. A generalized drop-the-loser urn for multi-treatment clinical trials, Journal of Statistical Planning and Inference, Vol. 137:2011-2023.

85.  JIANG Ye, ZHANG Li-Xin and PANG Tian-Xiao. Precise rates in the law of logarithm for the moment convergence of i.i.d. random variables, Journal of Mathematical Analysis and Application, Vol.327:695-714.

84. ZHANG Li-Xin and HUANG Wei. A not on the invariance of principle of the product of sums of random variables, Electronic Communications in Probability, Vol. 12:51-56.

83.  ZHANG Li-Xin and YANG Xiao-Rong. The Limit distribution of the bootstrap for the unit root test statistic when the residuals are dependent, Metrika, Vol  65(2), 195-206.

82. FU Ke-Ang and  ZHANG Li-Xin. Precise rates in the law of the logarithm for negatively associated random variables, Computers and Mathematics with Application, Vol.54:687-698.

81.  WANG Jian-Feng and ZHANG Li-Xin. A Berry-Esseen theorem and a law of the iterated logarithm for asymptotic negatively associated sequences, Acta Mathematics Sinica, English Series, Vol.23(1):127-136.

80. LIU Weidong, FU Keang and ZHANG Li-Xin.A LIL for independent non-identically distributed random variables in Banach space with its applications, Science in China, Vol. 37(12):1438-1450. (in Chinese)

79.  JING Jingsen, WANG Jianfeng and ZHANG Li-Xin. Almost sure limit theorems for the products of the partial sums of ho-mixing random sequences, Acta Mathematics Sinica, Vol.50 (4):1-8, 2007. (in Chinese)

78.  FU Keang and ZHANG Li-Xin.  Precise Asymptotics in the law of the logarithm for random fields in Hilbert space, Journal of Zhejiang University Science A, Vol.8(4):687-698, 2007. (in Chinese)

77.  SUN Jialei and ZHANG Li-Xin. The bootstrap central limit theorem for negatively associated random sequences, Journal of Zhejiang University. Sciences Edition. Vol. 34(2):125-127,2007. (in Chinese)

76. ZOU Hailian and ZHANG Li-Xin. Asymptotic normality for the products of a kind of truncated partial sums, Journal of Zhejiang University. Sciences Edition Vol. 34(2):129-131,2007 (in Chinese)

75. BAO Lina and ZHANG Li-Xin. On the strong law of large numbers for sums of pairwise NQD r. v.’s. Journal of Zhejiang University. Sciences Edition. Vol. 34(2): 136-138. (in Chinese) 

2006

74.  ZHANG Li-Xin, HU Feifang and CHEUNG SiuHung. Asymptotic theorems of sequential estimation-adjusted urn models for clinical trials, Ann. Appl. Probab.  Vol. 16(1): 340-369.

73.  HU Feifang, Rosenberger, William F. and ZHANG Li-Xin. Asymptotically best response-adaptive randomization procedures, Journal of Statistical Planning and Inference, Vol.136: 1911-1922.

72.  ZHANG Li-Xin. Asymptotic results on a class of adaptive multi-treatment designs, Journal of Multivariate Analysis, Vol.97: 586-605.

71. HUANG Wei and ZHANG Li-Xin. Asymptotic normality for U-statistics of negatively associated random variables, Statistics & Probability Letters, Vol. 76 (11): 1125-1131

70. WANG Jian-Feng and ZHANG Li-Xin. A nonclassical law of the iterated logarithm for functions of positively associated random variables, Metrika, Vol. 64:361-378.

69. WANG Jian-Feng and ZHANG Li-Xin. A Berry-Esseen theorem for weakly negatively dependent random variables and its applications, Acta Mathematica Hungarica, Vol.110 (4): 293-308.

68.  LI Yunxia and ZHANG Li-Xin. Precise asymptotics in the law of the iterated logarithm of moving-average processes, Acta Mathematics Sinica, English Series, Vol.22 (1): 143-156.

67. JIANG Ye and ZHANG Li-Xin. Precise rates in law of iterated logarithm for the moment of i.i.d. random variables, Acta Mathematics Sinica, English Series, Vol.22(3):781-792.

66. WANG Wensheng and ZHANG Li-Xin. Chung-type law of the iterated logarithm on l(p) stop-valued Gaussian processes. Acta Mathematics Sinica, English Series,. Vol.22(2): 551-560.

65. JIANG Ye and ZHANG Li-Xin. Precise asymptotics in the moment completed convergence of i.i.d. random variables, Acta Mathematica Scientia, Vol. 26(6): 917-925 (in Chinese).

64.  LI Yunxia and ZHANG Li-Xin. Precise rates in the law of the logarithm under minimal conditions, Chinese J. Appl. Probab. & Statist., Vol.22(3):311-320 (in Chinese).

63.  JIANG Chaowei, YANG Xiaorong and ZHANG Li-Xin. Precise asymptotics for partial sums of multi-indexed random variables, Journal of Zhejiang University  Sci. Ed., Vol. 33(6):625-628. (in Chinese)

2005

62.  HUANG Wei, JIANG Ye and ZHANG Li-Xin. Precise asymptotics in the Baum-Katz and Davis laws of large numbers of p-mixing sequences, Acta Mathematics Sinica, English Series, Vol. 21 (5): 1057-1070, 2005. 

61.  HUANG Wei and ZHANG Li-Xin. Precise rates in the law of the logarithm in the Hilbert space, J. Math. Analysis and Applications, 304 (2): 734-758, 2005.

60.  LIN Zhengyang, ZHANG Li-Xin, Cheung Siu Hung  and Chan Weisum. Strong approximation of a Markov chain, Chinese Ann. Math. Series A. Vol. 26A(2) : 241-250. (in Chinese).

59.  LI Yunxia and ZHANG Li-Xin. Rate of convergence for multiple change-points estimation of moving-average processes. Appl. Math. J. Chinese Univ. Ser. B, Vol. 20 (4), 416—422, 2005.

58.  WANG Cong and ZHANG Li-Xin. The estimation of the variance of partial sums of a sequence of ρ*-mixing random variables, Chinese J. Appl. Probab. & Statist., Vol. 21(4): 421-430. (in Chinese).

57. CHEN Long and ZHANG Li-Xin. $S$-estimators in linear regression models with dependent error terms. (Chinese) Journal of Zhejiang University  Sci. Ed.,  Vol. 32 (5), 506—512. 

56.  JIANG Ye and ZHANG Li-Xin. Precise asymptotics in the complete moment convergence of NA sequences. Journal of Zhejiang University  Sci. Ed.,  Vol. 32 (5), 490--493, 502. 2005. (in Chinese)             

2004

55.  HU Feifang and ZHANG Li-Xin. Asymptotic properties for doubly adaptive biased coin designs of multi-treatment clinical trials. Annals of Statistics Vol.32(1): 268-301.

54.  HU Feifang and ZHANG Li-Xin. The asymptotic normality of urn models for clinical trials with delayed response. Bernoulli, Vol. 10 (3): 447-463.

53.  ZHANG Li-Xin. Asymptotic properties of adaptive designs via strong approximations, Probability, Finance and Insurance (Proceeding of a Workshop at University of Hong Kong, Hong Kong 15-17 July 2002), 112-135, World Scientific, Jun. 2004, ISBN 981-238-853-2.

52.  ZHANG Li-Xin. Strong approximations of martingale vectors and its applications in Markov-Chain adaptive designs. Acta Math. Appl. Sinica, English Series, Vol. 20(2) :337-352.

51.  ZHANG Li-Xin. Some limit theorems on the law of iterated logarithm of NA random variables, Acta Mathematics Sinica, (in Chinese), Vol. 47(3):541-552.

50.  ZHANG Li-Xin and LI Yunxia.  Multiple change-points estimation of moving-average processes under dependence assumption, Progress in Natural Science, Vol. 14(8): 681-688.

49.  LI Yunxia and ZHANG Li-Xin.  Complete moment convergence of moving-average processes under dependence assumptions Statistics & Probability Letters, Vol.70 (3): 191-197.

48.  ZHANG Li-Xin and WANG Jiangfeng. A note on complete convergence of pairwise NQD random sequences,  Appl. Math. J. Chinese Univ. A., Vol. 19(2): 203-208. (in Chinese).

47.  Huang Wei, Zhang Li-Xin and Wen Jiwei. Precise asymptotics in the Baum-Katz and Davis laws of large numbers of Cauchy's principal values related to local time. (Chinese) Chinese Ann. Math. Ser. A, Vol. 25 (5), 587—600, 2004; Translation in Chinese J. Contemp. Math., Vol. 25( 4), 375—388.

46. 林正炎, 苏中根&张立新(译). 当前概率学科中的研究机遇. 数学进展.  Vol. 33(2):  129-140

2003

45. HUANG Wei, ZHANG Li-Xin and JIANG Ye. Precise rate in the law of the iterated logarithm for ho-mixing sequence, Appl. Math. J. Chinese Univ. B, 18(4):482-488.

44. CAI Guanghui and ZHANG Li-Xin. The compete convergence of a ho^-mixing field of non-identically distributed random variables, Appl. Math. J. Chinese Univ. A., Vol. 18(3): 288-294. (in Chinese)

43.  ZHANG Li-Xin and LU Chuanrong. A liminf results on two-parameter Gaussian process, Acta Math. Appl. Sinica, English Series, Vol.19(1) :157-166

42.  LIN Zhengyan and ZHANG Li-Xin. Adaptive designs for sequential experiments, J. of Zhejiang University (Science),  Vol. 4(2):214-220.

41.  WEN Jiwei and ZHANG Li-Xin. Precise asymptotics in laws of the iterated logarithm for Wiener local time, Statistics & Probability Letters, Vol. 64 (2): 133-145.

2002

40.  BAI Zhidong, HU Feifang and ZHANG Li-Xin. The Gaussian approximation theorems for urn models and their applications. Ann. Appl. Probab.,  Vol. 12(4): 1149-1173.

39.  ZHANG Li-Xin. LIL and approximation of rectangular sums of B-valued random variables when extreme terms are excluded. Acta Mathematics Sinica, English Series , Vol.18(3): 605-614.

38.   ZHANG Li-Xin. Strong approximation theorems for sums of random variables when extreme terms are excluded. Acta Mathematics Sinica, English Series, Vol.18(2): 311-326.

37.  ZHANG Li-Xin, LU Chuanrong and WANG Yaohung.  On the large increments and liminfs of a two-parameter Gaussian process. Stochastic Analysis and Applications V.II. (Cho, Y. J., Kim, J. K. and Choi, Y. K. Eds.), 2002:167-198. Nova Science Publishers, Inc. New York.

36.  Zhang Li-Xin and SHI Strongway. Self-normalized central limit theorem and estimation of variance of partial sums for negative dependent random variables. Appl. Math. J. Chinese Univ. B., Vol. 17(3):326-334.

2001

35.  LIN Zhengyang, LU Chuanrong and ZHANG Li-Xin. Sample Path Properties of Gaussian Processes.  Science Press, Beijing  (in Chinese). Press of Zhejiang University, Hangzhou (in English).

34.  ZHANG Li-Xin. A Strassen's law of the iterated logarithm for negatively associated random vectors.  Stoch. Processes and their Appl. Vol.95: 311-328.

33.  ZHANG Li-Xin. The weak convergence for functions of negatively associated random variables. J. Multi. Anal. Vol. 78: 272-298.

32.  ZHANG Li-Xin. The strong approximation for Kesten-Spitzer random walk. Statistics & Probability Letters.  Vol. 53: 21-26.

31.  ZHANG Li-Xin. A weak convergence for negatively associated fields. Statistics & Probability Letters.  Vol. 53: 259-267.

30.  ZHANG Li-Xin. The strong approximation for the general Kesten-Spitzer random walk in independent random scenery. Science in China, Vol. 44A(5): 619-630.

29. ZHANG Li-Xin, LU Chuanrong and WANG Yaohung. On large increments of a two-parameter fractional Wiener process. Science in China, Vol.44A: 1115-1125. 

28.  ZHANG Li-Xin and WEN Jiwei.  Strong limit theorems for B-valued random fields. Chinese Ann. Math., Vol, 22A(2): 205-216. (in Chinese).

27.  ZHANG Li-Xin and WEN Jiwei. A limit result for self-normalized random sums. J. of Zhejiang University (Science),  Vol. 2(1): 79-83, 2001..

2000

26.   ZHANG Li-Xin. A functional central limit theorem for asymptotically negatively dependent random fields. Acta Mathematica Hungarica, Vol.86(3):237-259.

25.  ZHANG Li-Xin and WEN Jiwei. Two strong limit theorems for weakly negatively associated random fields. Appl. Math.—J. of Chinese Univ. Vol. 15A (3): 339-344.  (in Chinese)

24.  RUAN Hongshun, ZHANG Li-Xin and WEN Jiwei.  A law of the iterated logarithm for non-stationary weakly negatively associated random vectors. J. of Zhejiang University (Science), Vol. 27(6):689-699. (in Chinese)

23.  ZHANG Li-Xin. Further moment inequalities and the strong law of large numbers for B-valued strong mixing random fields. Chinese Acta Appl. Math. Vol. 23(4): 518-525. (in Chinese)

21.  ZHANG Li-Xin. Central limit theorems for asymptotically negatively associated random fields. Acta Mathematics Sinica, English Series, Vol. 16 (4): 691-710.

1999

20.  LIN Zhengyan and ZHANG Li-Xin. Increments and sample path properties of Gaussian processes. Chinese Sci. Bull. , In Chinese: Vol. 44 (13): 1346-1355, 1999; In English: Vol.44 (18): 1633—1641, 1999. 

19.  ZHANG Li-Xin and WANG Xiuyun. Convergence rates in the strong laws of asymptotically negatively associated random variables. Appl. Math.—J. of Chinese Univ., Vol.14(4): 406—416, 1999.

1998

18.  ZHANG Li-Xin. Rosenthal type inequalities for B-valued strong mixing random fields and their applications. Science in China, In Chinese: Vol. 28(4):328—336, 1998; In English: Vol. 41(7): 736—745, 1998.

17.  ZHANG Li-Xin. The united form of the strong invariance and the complete convergence. Acta Mathematics Sinica, Chinese Series, Vol.41(6): 1197—1210, 1998. (in Chinese)

16.  ZHANG Li-Xin. On the fractal nature of increments of the infinite series of OU processes related to the Chung LIL. Appl. Math.—J. of Chinese Univ., Vol. 13B(2): 215—222, 1998.

15.  ZHANG Li-Xin. Sufficient and necessary conditions for limit laws on lag sums of i.i.d.r.v.s.   Acta Mathematics Sinica, New Series, Vol.14: 113—124, 1998.

1997

14. ZHANG Li-Xin. On the fractal nature of increments of lp-valued Gaussian processes. Stoch. Proc. Their Appl.  Vol. 71: 91—110, 1997.

13. ZHANG Li-Xin. Strong approximation theorems for geometrically weighted random series and their applications. Annals of Probability. Vol. 25: 1621—1635, 1997.

12. ZHANG Li-Xin. A liminf result on increments of a two-parameter Wiener process. Chinese Ann. Math., Vol. 18A(2): 235—246, 1997. (in Chinese); Chinese J. of Contem. Math. Vol. 18(2): 185-198, 1997.  

11. ZHANG Li-Xin. A note on liminfs for increments of a fractional Brownian motion, Acta Mathematica Hungarica, Vol.76: 145—154.

10. ZHANG Li-Xin. A liminf result for Hanson-Russo type increments of a fractional Brownian motion. Acta Mathematica Scientia, Vol.17(2):190-197.

9.  ZHANG Li-Xin. A LIL for geometrically weighted random series of B-valued random variables. Acta Sci. Math. (Szeged) Vol.63:671-688.

1996

8. ZHANG Li-Xin. Liminf properties of a Brownian motion in the sense of (r,p)-capacity. Acta Mathematics Sinica, Vol.39 (4): 543—555. (in Chinese)

7. ZHANG Li-Xin. Two different kinds of liminfs on the LIL for two-parameter Wiener processes. Stoch. Proc. Their Appl., Vol. 63: 175—188.

6. ZHANG Li-Xin. Some liminf results on increments of fraction Brownian motions, Acta Mathematica Hungarica, Vol.71(3 ): 215—240.

5. ZHANG Li-Xin. Complete convergence of moving average processes under dependence assumptions, Statistics & Probability Letters. Vol. 30: 165—170.

4. ZHANG Li-Xin. Necessary conditions for renewal processes approximation to Wiener processes. Appl. Math.—J. Chinese Univ., Vol.11B (4): 377—398.

1995

3.ZHANG Li-Xin. The best rates in strong invariance principle. Science in China, In Chinese: 1995, V.25A(1): 22—27; In English: Vol. 38A (4): 28-434.

2. ZHANG Li-Xin. The exact moduli of continuity of the infinite series of Ornstein-Uhlenbeck processes. Chinese Ann. Math., Vol. 16A(3):263—268. (in Chinese)

1. ZHANG Li-Xin. The LIL and Chung LIL of the infinite series of OU processes under L_2 norm. Chinese Appl. Probab. and Statist., Vol. 11: 33-43. (in Chinese)

1. 1. National Key R&D Program of China: Theory on non-additive ***  (2024.12-2029.11,No. 2024YFA1013500, RMB 5,900,000)(Principle Investigator)

2. 2.Natural Science Foundation of China (NSFC) grant (Key Project of the Joint Fund ): Mathematical Models and Analysis Methods for Complex Spatiotemporal Data (2024.1-2028.12, No. U23A2064, RMB 2,600,000)(Principle Investigator)

3. 3. Natural Science Foundation of China (NSFC) grant (Key project): Probability Limit Theory and Applications in Complex Random Structures (2021.1-2025.12, No. 12031005, RMB 49,6000/total RBM 2,500,000) (Co-Investigator,2/7)  

4. 4. Natural Science Foundation of China (NSFC) grant (Key project): Probability models with random environments  (2018.1-2022.12， No. 11731012，RMB 2,500,000) (Principle Investigator)

5. 5. A grant from Natural Science Foundation of China (NSFC) grant for Distinguished Young Scholars: Limit theorems and adaptive designs (2013.1—2016.12， No. 11225104, RMB 1,960,000) (Sole Investigator)

6. 6. A“973” Project from Ministry of Science and Technology：Group intelligent computation for the three-variant space（2014.11-2019.11，No. 2015CB352302, RMB760,000/total RMB4,550,000）(Co－Investigator) (with Prof. Wu Fei)

7. 7.  Natural Science Foundation of China (NSFC) grant: Gaussian Approximation with Applications to Adaptive Designs in Clinical Trials (2011.1—2013.12，No. 11071214, RMB 260,000) (Principle Investigator)

8. 8. A grant from Zhejiang Provincial Natural Science Foundation for Distinguished Young Scholars: Gaussian approximation for multi-treatment adaptive designs and non-stationary systems with applications  (2011.1—2013.12，No. R6100119, RMB 300,000) (Sole Investigator)

9. 9.A grant from Program for New Century Excellent Talents in Universities (2009- 2012, RMB 500,000 ) (Sole Investigator)

10. 10. Natural Science Foundation of China (NSFC) grant: Limit theorems for non-classical adaptive designs. (2008.1—2010.12，No. 10771192, RMB 240,000) (Principle Investigator)

11. 11. Natural Science Foundation of China (NSFC) grant: Limiting Theorems for Some Kinds of Dependent Random Variables with Applications to Adaptive Designs and Economical Models (2005.1—2007.12，No. 10471126, RMB 210,000) (Principle Investigator)

12. 12. Natural Science Foundation of China (NSFC) grant: Limiting Theorems for Random Variables and Stochastic Processes in Random Environment. (2001.1—2003.12, No. 10071072, RMB 130,000) (Principle Investigator)

13. 13. Natural Science Foundation of China (NSFC) grant: Limiting Theorems for multi-parameter Gaussian processes and random fields. (1998.1—2000.12,  No. 19701011, RMB 50,000) (Principle Investigator)

14. 14. A grant from 151 Talents Project of Zhejiang Province  (1999—2002, RMB 20,000)) (Sole Investigator)

1. Lin, Z.Y., Lu, C. R. and Zhang, L. X. (2001). Sample Path Properties of Gaussian Processes.Press of Zhejiang University, Hangzhou (in English)；Science Press, Beijing (in Chinese)

1.Natural Science Foundation of China (NSFC) grant (Tianyuan grant)，Summer school of pure mathematics for graduate students from all over the country, (2016.6 -12, No.11626022, RMB 700,000), (Co－Investigator, 2/4, with BAO Gang et al) 

2. Natural Science Foundation of China (NSFC) grant, The program for research training and the research ability improvement for mathematics and statistics  undergraduate students at Zhejiang University, (2013.1-2017.12，No. J1210038, RMB 4,000,000) (Co－Investigator, 2/9, with BAO Gang et al)

3. Natural Science Foundation of China (NSFC) grant, The program of building the support system for mathematics and statistics talents training at Zhejiang University, (2012.1-2016.12，No.J1103103, RMB 2,000,000) (Co－Investigator, 2/9, with BAO Gang et al)

1.   The “National 12^th Five-Year Plan Textbook” for undergraduate students, Probability Theory (in Chinese) by LIN Zhengyan, SU Zhonggen and ZHANG Li-Xin, Zhejiang University Press, 2014.

2. The "National 101 Plan Textbook", Probability Theory and Stochastic Processes I (in Chinese) by LIN Zhengyan, SU Zhonggen and ZHANG Li-Xin, High Education Press, 2024.

1. The second prize of teaching achievement award of Zhejiang Province (2016, LI Shenghong, LI Song, ZHANG LI-Xin, LU Xingjiang, LUO Yahua)

2. 2016-2018 Advanced individual in teaching, education administration or education service at Zhejiang Province, 2018.