楊爭峰

楊爭峰，華東師範大學軟體工程學院教授。

基本介紹

• 中文名：楊爭峰
• 職業：教師
• 專業方向：軟體工程
• 任職院校：華東師範大學

研究方向

深度學習算法的設計與驗證

軟體工程

形式化方法

個人經歷

• Mathematical Reviews Reviewer
  
• External reviewer for the Journal of Symbolic Computation(JSC)
  
• External reviewer for the Journal of Theoretical Computer Science(TCS)
  
• External reviewer for the Journal of Science China
  
• External reviewer for the Journal of Systems Science and Complexity
  
• External reviewer for the Journal of Computer Science and Technology
  
• External reviewer for the Journal of Applied Mathematics and Computation
  
• External reviewer for theInternational Journal of Computer Mathematics
  
• External reviewer for the Journal ofFrontiers of Computer Science
  
• External reviewer for FOCS,ISSAC, SNC, SYNASC, ASCM, etc.
  
• Local organizer for the 2011 Computer Mathematics(CM) conference
  
• Program Committee Member, The Tenth Asian Symposium on Computer Mathematics (ASCM),2012
  
• Organizing Committee Member, Symbolic-Numeric Computation(SNC) 2014
  

學術成果

tudents

Current Students

• Xuanmin Fu (M.S.)
  
• Yidan Zhang (M.S.)
  
• Qianting Zhou (M.S.)
  
• Chang Liu (M.S.)
  
• Xiangkun Li(M.S.)
  

Completed Students

• Xia Zeng(PhD'17, jointly supervised with Prof. Zhenbing Zeng)
  Current Position: assistant professor in Southwest University
  
• Min Tang(PhD'17, jointly supervised with Prof. Zhenbing Zeng)
  Current Position: assistant professor inGuilin University of Electronic Technology
  
• Wang Lin (PhD'13,jointly supervised with Prof. Zhenbing Zeng)
  Current Position: associate professor in Wenzhou University.
  
• Wenjun Du (M.S.'19)
  
• Minjie Shen (M.S.'18)
  
• Lilei Wang(M.S.'17)
  
• Hao Yuan (M.S.'16)
  
• Kai Song (M.S.'15)
  
• Jian Liu (M.S.'15)
  
• Yijun Zhu (M.S.'14)
  

Software

VerifyRealRoots:a MATLAB package for computing real verified solutions of polynomial systems of equations and inequalities.

Publications

• Zhengfeng Yang, Min Wu, Wang Lin, An Efficient Framework for Barrier Certificate Generation of Uncertain Nonlinear Hybrid Systems, accepted for publication inNonlinear Analysis: Hybrid Systems(NAHS),2019.
  
• Li-yong Shen, Sonia Perez-Diaz, Zhengfeng Yang, Numerical Proper Reparametrization of Space Curves and Surfaces,Computer-Aided Design,2019.
  
• Zhenbing Zeng, Jianlin Wang, Zhengfeng Yang, Multi-Agent Automated Reasoning Toward to Machine Self-Aware(Case Study), TASE 2019.
  
• Wang Lin, Zhengfeng Yang, Xin Chen, Qingye Zhao, Xiangkun Li, Zhiming Liu and Jifeng He, Robustness Verification of Classification Deep Neural Networks via Linear Programming,accepted
  
• Yifan Zhang, Zhengfeng Yang, Wang Lin, Huibiao Zhu, Xin Chen, Xuandong Li:Safety Verification of Nonlinear Hybrid Systems Based on Bilinear Programming. IEEE Trans. on CAD of Integrated Circuits and Systems（Special issue of EMSOFT2018) ,2018.
  
• Erdal Imamoglu, Erich L. Kaltofen, Zhengfeng Yang:Sparse Polynomial Interpolation With Arbitrary Orthogonal Polynomial Bases. ISSAC 2018:
  
• Wenjun Du, Zhengfeng Yang, Huibiao Zhu:A Fully Abstract Encoding for Sub Asynchronous Pi Calculus. TASE 2018:
  
• Chao Huang, Xin Chen, Wang Lin,Zhengfeng Yang and Xuandong Li, Probabilistic Safety Verification of Stochastic Hybrid Systems Using Barrier Certificates,ACM Trans. Embedded Comput. Syst.(Special issue of EMSOFT2017),2017.
  
• Wang Lin, Min Wu, Zhengfeng Yang and Zhenbing Zeng,Verification for non-polynomial hybrid systems using rational invariants, The Computer Journal,2017.
  
• Xia Zeng, Wang Lin, Zhengfeng Yang and Zhenbing Zeng, Linear Invariant Generation for Verification of Nonlinear Hybrid Systems via Conservative Approximation, Science China Information Sciences,60(3), 2017.
  
• Zhengfeng Yang, Chao Huang, Xin Chen, Wang Lin and Zhiming Liu, A Linear Programming Relaxation Based Approach for Generating Barrier Certificates of Hybrid Systems, the 21st International Symposium on Formal Methods(FM2016),
  
• Xia Zeng,Wang Lin, Zhengfeng Yang, Xin Chen and Lilei Wang,Darboux-type Barrier Certificates for Safety Verification of Nonlinear Hybrid Systems, ACM/IEEE Conference on Embedded Software (EMSOFT),Article 11, 10 pages,2016.
  
• Min Tang, Zhengfeng Yang and Zhenbing Zeng, Resultant Elimination via Implicitation Equation Interpolation,Journal of System Sciences and Complexity,2016.
  
• Erich L.Kaltofen and Zhengfeng Yang, Sparse Multivariate Function Recovery With a Small Number of Evaluations, Journal of Symbolic Computation,2016.
  
• Zhengfeng Yang, Wang Lin and Min Wu, Exact verification of hybrid systems based on bilinear SOS representation. ACM Transactions on Embedded Computing Systems, ,2015.
  
• Erich L. Kaltofen and Zhengfeng Yang, Sparse multivariate function recovery with a high error rate in the evaluations, Proceedings of the 39th International Symposium on Symbolic and Algebraic Computation , 2014, ACM Press.
  
• Wang Lin, Min Wu, Zhengfeng Yang and Zhenbing Zeng, Safety verification of nonlinear systems based on rational invariants, SNC'14 Proc. 2014 Internat. Symp. on Symbolic-numeric Comput.
  
• Wang Lin, Min Wu, Zhengfeng Yang and Zhenbing Zeng, Proving total correctness and generating preconditions for loop programs via symbolic-numeric computation methods, Frontiers of Computer Science 2014.
  
• Wang Lin, Min Wu, Zhengfeng Yang, Zhenbing Zeng，Exact safety verification of hybrid systems using sums-of-squares representation. Science China Information Sciences 2014.
  
• Min Wu, Zhengfeng Yang, Wang Lin, Domain-of-attraction estimation for uncertain non-polynomial systems, Communications in Nonlinear Science and Numerical Simulation,,2013.
  
• Zhengfeng Yang, Lihong Zhi and Yijun Zhu, Verified Error Bounds for Real Solutions of Positive-dimensional Polynomial Systems, In Proceedings of the 38th International Symposium on Symbolic and Algebraic Computation ,2013, ，ACM Press.
  
• Erich L. Kaltofen and Zhengfeng Yang,Sparse multivariate function recovery from values with noise and outlier errors,In Proceedings of the 38th International Symposium on Symbolic and Algebraic Computation ,2013, ，ACM Press.
  
• Erich L. Kaltofen and Bin Li and Zhengfeng Yang and Lihong Zhi，Exact certification in global polynomial optimization via sums-of-squares of rational functions with rational coefficients,Journal of Symbolic Computation，2012，
  
• Erich Kaltofen, Wen-shin Lee andZhengfeng Yang,Fast estimates of Hankel matrix condition numbers and numeric sparse interpolation.In SNC'11 Proc. 2011 Internat. Workshop on Symbolic-Numeric Comput
  
• Min Wu,Zhengfeng Yang, Generating invariants of hybrid systems via sums-of-squares of polynomials with rational coefficients.In SNC'11 Proc. 2011 Internat. Workshop on Symbolic-Numeric Comput.
  
• Wang Lin, Min Wu,Zhengfeng Yang,and Zhenbing Zeng, Proving total correctness of loop programs via symbolic-numeric computation method,In MACIS'11Proc. of 4th International Conference on Mathematical Aspects of Computer and Information Sciences,
  
• Zijia Li‚ Zhengfeng Yang and Lihong Zhi‚ Blind image deconvolution via fast approximate GCD. In ISSAC'10 Proc. 2010 Internat. Symp. Symbolic Algebraic Comput.
  
• Liyong Shen‚ Min Wu‚ Zhengfeng Yang and Zhenbing Zeng‚ Generating Exact Nonlinear Ranking Functions by Symbolic-Numeric Hybrid Method‚Journal of System Sciences and Complexity,
  
• Erich Kaltofen‚Zhengfeng Yang and Lihong Zhi‚A Proof of the Monotone Column Permanent(MCP) Conjecture for Dimension 4 via Sums-Of-Squares of Rational Functions. In SNC´09 Proceedings‚
  
• Liyong Shen‚Min Wu‚Zhengfeng Yang and Zhenbing Zeng‚Finding Positively Invariant Sets of a Class of Nonlinear Loops via Curve Fitting. In SNC´09 Proceedings‚ Pages 185-190‚ACM Press,
  
• Liyong Shen‚Min Wu and Zhengfeng Yang‚Simplification of numerical rational surfaces. In 2009 International Joint Conference on Computational Sciences and Optimization‚pages
  
• Erich Kaltofen‚Bin Li‚Zhengfeng Yang‚and Lihong Zhi‚Exact certification of global optimality of approximate factorizations via rationalizing sums-of-squares with floating point scalars.In ISSAC 2008 Proceedings 2008 International Symposium on Symbolic Algebraic Computation ACM Press‚New York‚N.Y.‚2008‚
  
• Erich Kaltofen‚John May‚Zhengfeng Yang‚and Lihong Zhi. Approximate factorization of multivariate polynomials using singular value decomposition. J. Symbolic Comput.‚
  
• Erich Kaltofen and Zhengfeng Yang‚On exact and approximate interpolation of sparse rational functions. In ISSAC 2007 Proceedings 2007 International Symposium on Symbolic Algebraic Computation ACM Press‚New York‚N.Y.‚2007‚
  
• Erich Kaltofen‚Bin Li‚Kartik Sivaramakrishnan‚Zhengfeng Yang‚and Lihong Zhi. Lower bounds for approximate factorizations via semidefinite programming (extended abstract). In SNC´07 Proceedings 2007 International Workshop on Symbolic-Numeric Computation} ACM Press‚New York‚N.Y.‚2007‚
  
• Erich Kaltofen‚Zhengfeng Yang and Lihong Zhi‚On probabilistic analysis of randomization in hybrid symbolic-numeric algorithms. In SNC´07 Proceedings 2007 InternationalWorkshop on Symbolic-Numeric Computation ACM Press‚New York‚N.Y.‚2007‚
  
• Erich Kaltofen‚Zhengfeng Yang and Lihong Zhi‚Approximate greatest common divisors of several polynomials with linearly constrained coefficients and singular polynomials. In ISSAC 2006 Proceedings 2006 International Symposium on Symbolic Algebraic Computation ACM Press‚New York‚N.Y.‚2006‚ Full version‚30 pages. Submitted‚Nov. 2007.
  
• Erich Kaltofen, Zhengfeng Yang and Lihong Zhi, Structured low rank approximation of a generalized Sylvester matrix, Proc. of the Seventh Asian Symposium on Computer Mathematics(Seoul,South Korea,2005),S. Pae and H. Park, Eds., Korea Institute for Advanced Study,
  
• Bingyu Li‚Zhengfeng Yang and Lihong Zhi‚Fast low rank approximation of a Sylvester matrix by structured total least norm‚J. JSSAC (Japan Society for Symbolic and Algebraic Computation)‚ 2005.
  
• Shuhong Gao‚Erich Kaltofen‚John P. May‚Zhengfeng Yang andLihong Zhi‚Approximate factorization of multivariate polynomials via differential equations. In ISSAC 2004 Proceedings 2004 International Symposium on Symbolic Algebraic Computation ACM Press‚New York‚N.Y.‚2004‚
  

Book Chapters

• Erich Kaltofen‚Zhengfeng Yang‚and Lihong Zhi. Structured low rank approximation of a Sylvester matrix. In Symbolic-Numeric Computation. Trends in Mathematics. Birkhser-Verlag‚Basel‚Switzerland‚2007‚
  

Selected Talks

• Darboux-type Barrier Certificates for Safety Verification of Nonlinear Hybrid Systems,Oct. 2016, Pittsburgh, USA.
  
• Sparse multivariate function recovery from values with noise and outliererrors,July 2016, Waterloo, Canada.
  
• Error-correcting sparse interpolation of multivariate function,Workshop on Linear Computer Algebra and Symbolic-Numeric Computation, Oct. 2015, Toronto, Canada.
  
• Sparse polynomial interpolation with arbitrary orthogonal polynomial bases,the International Congress on Industrial and Applied Mathematics (ICIAM2015), Aug. 2015, Beijing, China.
  
• Sparse multivariate function recovery from values with noise and outlier errors,SIAM Conference on Applied Algebraic Geometry(SIAM'AG15), Aug.2015,Daejeon,Korea.
  
• Sparse multivariate function recovery with a high error rate in evaluations,the International Symposium on Symbolic and Algebraic Computation(ISSAC), Jul. 2014, Kobe, Japan.
  
• Finite-time Reachability Analysis of Nonlinear Systems, NIMS Workshop on Optimization and Algebraic Geometry,Jun.2014,Daejeon,Korea.
  
• Exact Safety Verification of Hybrid Systems Based on Bilinear SOS Representation, 20th Conference of the Inter national Federation of Operational Research Societies(IFORS), Jul. 2014, Barcelona, Spain.
  
• Safety Verification of Interval Hybrid Systems Based on Reliable SOS Programming,CDZ Workshop GZ1115 on Computation and Reasoning with Constraints, Oct. 2014, Beijing, China.
  
• Sparse Multivariate Function Recovery from Values with Noise and Outlier Errors,SIAM Conference on Applied Algebraic Geometry(SIAM'AG13), Jul. 2013, Colorado, USA.
  
• Exact Safety Verification of Hybrid Systems Based on Symbolic-Numeric Computation,Asian Symposium on Computer Mathematics(ASCM), Oct. 2012,Beijing, China.
  
• Exact SafetyVerification of Hybrid Systems Based on HybridSymbolic-Numeric Computation, Colloquium on Logic in Engineering Dependable Software, Nov. 2012, Yunnan, China.
  
• Generating invariants of hybrid systems via sums-of-squares of polynomials with rational coefficients, the International Workshop on Symbolic-Numeric Computation(SNC2011), Jul. 2011. San Jose, USA.
  
• Fast estimates of Hankel matrix condition numbers and numeric sparse interpolation, the International Workshop on Symbolic-Numeric Computation(SNC2011), Jul. 2011. San Jose, USA.
  
• Blind image deconvolution via fast approximate GCD,SIAM/MSRI Workshop on Hybrid Methodologies, Nov. 2010, Berkeley, California.
  
• Exact Certification in Global Polynomial Optimization via Sums-of-Squaresof Rational Functions with Rational Coefficients, Computer-assisted proofs - tools, methods and applications, Nov. 2009, Dagstuhl, Germany.
  
• Poster,Exact Certification in Global Polynomial Optimization via Sums-of-Squaresof Rational Functions with Rational Coefficients,the International Conference of Mathematics Mechanization(ICMM), May 2009, Beijing, China.
  
• Exact Certification of Global Optimality of Approximate Factorizations via Rationalizing Sums-of-squares with Floating Point Scalars,the International Symposium on Symbolic and Algebraic Computation(ISSAC), Jul. 2008,Hagenberg, Austria.
  
• Early Termination in Sparse Interpolation of Rational Functions, Computers in Scientific Discovery IV(CSD-IV'2008), Apr. 2008, Shanghai, China.
  
• On Probabilistic Analysis of Randomization in HybridSymbolic-Numeric Algorithms, Department of Mathematics,Simon Fraser University, Dec. 2007, Canada.
  
• On Exact and ApproximateInterpolation of Sparse Rational Functions,theInternational Symposium on Symbolic and Algebraic Computation(ISSAC), Jul. 2007, Waterloo, Canada.
  
• Poster, Early Termination in Sparse Interpolation of Rational Functions,East Coast Computer Algebra Day( ECCAD), Apr.2007, Maryland,USA.
  
• On Exact and Approximate Interpolation of Sparse Rational Functions,NCSU Symbolic Computation Seminar,Mar. 2007.
  
• Approximate greatest common divisorsof several polynomials with linearly constrained coefficients andsingular polynomials,the International Symposium on Symbolic and AlgebraicComputation (ISSAC), Jul. 2006, Genova, Italy.
  
• StructuredLow Rank Approximation of a Sylvester Matrix,theInternational Workshop on Symbolic-Numeric Computation(SNC2005),Jul. 2005, Xi'an, China.
  
• Approximate Factorization of Multivariate Polynomials via Differential Equations,the 6-th International Workshop on Mathematics Mechanization, May 2004, Shanghai, China.
  

Work Related Links

This is the main website forinterval computations.

The website forglobal optimization test problems