BIMSA > 丘成栋
研究员 丘成栋

团队: 统计、概率和数据科学

办公室: A3-2-206

邮箱: stephenyau@bimsa.cn

研究方向: 复几何、控制论、计算机科学、金融数学、生物信息

CV

个人简介

丘成栋教授1976年获美国纽约州立大学石溪分校博士学位，历任美国普林斯顿高等研究院成员，哈佛大学Benjamin Pierce助理教授，之后加入伊利诺伊大学芝加哥分校，在数学、统计和计算机科学系任教30余年。<br>丘成栋教授在数学、应用数学与控制论、计算机科学、金融数学、生物信息等国际前沿研究领域取得了大量前沿原创成果。他解决了复几何和奇点理论中的一些国际著名的猜想，第一个成功地将李代数用来研究代数几何中的超曲面奇点，这个代数被同行称为Yau 代数；解决了Mitter猜想，从而完全解决了非线性滤波器的理论问题，这对现代工业，包括国防工业将会有深远的影响。在生物信息方面，他在DNA及蛋白质2维表示法方面的成果发表在世界顶尖杂志《Nuclei Acid Research 》上。 最近，他开创了natural vector方法来表示基因组和蛋白质。他先后发表两百多篇学术论文，其中包括《PNAS》、《Ann. of Math.》、《Invent. Math.》等国际顶尖数学刊物。

教育经历

  • 1974 - 1976      纽约州立大学石溪分校      博士
  • 1973 - 1974      纽约州立大学石溪分校      硕士
  • 1970 - 1973      香港中文大学

出版物

  • [1] Xiuqiong Chen*, Zeju Sun*, Yangtianze Tao, and Stephen Shing-Toung Yau, A Uniform Framework of Yau-Yau Algorithm Based on Deep Learning with the Capability of Overcoming the Curse of Dimensionality, accepted by IEEE Transactions on Automatic Control(2024)
  • [2] Hongyu Yu, and Stephen Shing-Toung Yau, The optimal metric for viral genome space, Computational and Structural Biotechnology Journal, 23(2024), 2083-2096
  • [3] Ruohan Ren, Hongyu Yu, Jiahao Teng, Sihui Mao, Zixuan Bian, Yangtianze Tao, and Stephen Shing-Toung Yau, CAPE: a deep learning framework with Chaos-Attention net for Promoter Evolution, Briefings in Bioinformatics(2024), 1-10
  • [4] Harris Song*, Nan Sun*, Wenping Yu and Stephen S-T. Yau, , A Novel Natural Graph for Efficient Clustering of Virus Genome Sequences, Current Bioinformatics(2023), 687-703
  • [5] Stephen S-T. Yau, Guorui Ma, Yang Wang, and Huaiqing Zuo, Hodge moduli algebras and complete invariants of singularities, accepted by Asian Journal of Mathematics(2023)
  • [6] Stephen S-T. Yau, Bingyi Chen, Naveed Hussain and Huaiqing Zuo, On variation of complex structures and variation of new Lie algebras arising from singularities, accepted by Proceedings of the 8th International Congress of Chinese Mathematicians(2023)
  • [7] Stephen S-T. Yau, Yangtianze Tao, and Jiayi Kang, Maximum Correntropy Ensemble Kalman Filter, accepted by proceedings of the 2023 62nd IEEE Conference on Decision and Control(2023)
  • [8] Stephen S-T. Yau, Hongyu Yu and Xiaopei Jiao, Complete classification of finite dimensional estimation algebras with state dimension n, linear rank n-1 and constant Wong matrix, accepted by IEEE Transactions on Automatic Control(2023)
  • [9] Stephen S-T. Yau, Xiaopei Jiao, Finite dimensional estimation algebra on arbitrary state dimension with nonmaximal rank: linear structure of Wong matrix, accepted by International Journal of Control(2023)
  • [10] Jiayi Kang, Xiaopei Jiao and Stephen S-T. Yau, Finite Dimensional Estimation Algebra For Time-varying Filtering System and Optimal Transport Particle Filter: A Tangent Flow Point of View, IEEE Transactions on Aerospace and Electronic Systems(2023)
  • [11] Stephen S-T. Yau, Guorui Ma and Huaiqing Zuo, k-th singular locus moduli algebras of singularities and their derivation Lie algebras, Journal of Mathematical Physics, 64:031701(2023), 1-13
  • [12] Yangtianze Tao , Jiayi Kang , and Stephen Shing-Toung Yau, Neural Projection Filter: Learning Unknown Dynamics Driven by Noisy Observations, IEEE Transactions on Neural Networks and Learning Systems, 35(2023), 7, 9508-9522
  • [13] Xiuqiong Chen, Yangtianze Tao, Wenjie Xu, and Stephen Shing-Toung Yau, Recurrent Neural Networks are Universal Approximators with Stochastic Inputs, IEEE Transactions on Neural Networks and Learning Systems, 34(2023), 10, 7992-8006
  • [14] Meng Fang*, Jiawei Xu*, Nan Sun and Stephen S.-T. Yau#, Generating Minimal Models of H1N1 NS1 Gene Sequences Using Alignment-based and Alignment-free Algorithms, Genes, 14:186(2023), 1-11
  • [15] Stephen S-T. Yau, Haoyu Zhou and Ruohan Ren, Utilizing the codon adaptation index (CAI) to evaluate the susceptibility to HIV-1 and SARSCoV- 2 related coronaviruses in possible target cells in humans, Frontiers in Cellular and Infection Microbiology, section Virus and Host, 12:1085397(2023), 1-19
  • [16] Stephen S-T. Yau, Xiaopei Jiao, Structure of finite dimensional exact estimation algebra on state dimension 3 and linear rank 2, International Journal of Control, 96(2023), 2, 362-373
  • [17] Stephen S-T. Yau, Naveed Hussain, Guorui Ma and Huaiqing Zuo, Higher Nash blow-up local algebras of singularities and its derivation Lie algebras, Journal of Algebra, 618(2023), 165-194
  • [18] Stephen S-T. Yau, Wenhui Dong and Shanze Gao, Hessian matrix non-decomposition theorem and its application to nonlinear filtering, Nonlinear Analysis, 230:113236(2023), 1-22
  • [19] Stephen S-T. Yau, Naveed Hussain*, Zhiwen Liu* and Huaiqing Zuo, k-th Milnor Numbers and k-th Tjurina Numbers of Weighted Homogeneous Singularities, Geometriae Dedicata, 217(2023), 34, 1-35
  • [20] B.H. Lian, Naveed Hussain and Huaiqing Zuo, Derivations of local k-th Hessain algebras of singularities, Rocky Mountain Journal of Mathematics, 53(2023), 1, 65-87
  • [21] Stephen S-T. Yau, Guorui Ma and Huaiqing Zuo, Nonexistence of negative weight derivations of the local k-th Hessian algebras associated to isolated singularities, Pacific Journal of Mathematics, 323(2023), 1, 129-172
  • [22] Stephen S-T. Yau, Xiuqiong Chen, On the stability of linear feedback particle filter, Asian Journal of Mathematics, 27(2023), 1, 95-120
  • [23] Stephen S-T. Yau, Sijing Li, Zhongjian Wang and Zhiwen Zhang, Solving nonlinear filtering problems using a tensor train decomposition method, IEEE Transactions on Automatic Control, 68(2023), 7, 4405-4412
  • [24] Stephen S-T. Yau, Jiayi Kang and Andrew Salmon, Log-concave posterior densities arising in continuous filtering and a maximum a posteriori algorithm, SIAM Journal on Control and Optimization, 64(2023), 4, 2407-2424
  • [25] Stephen S-T. Yau, Yangtianze Tao, Outlier-Robust Iterative Extended Kalman Filtering, IEEE Signal Processing Letters, 30(2023), 743-747
  • [26] Stephen S-T. Yau, Zeju Sun, Solving Nonlinear Filtering Problems with Correlated Noise Based on Hermite-Galerkin Spectral Method, Automatica, 156(2023), 111176, 1-14
  • [27] Stephen S-T. Yau, Naveed Hussain and Huaiqing Zuo, On derivation Lie algebras of isolated complete intersection singularities, Letters in Mathematical Physics, 113:99(2023), 1-34
  • [28] Stephen S-T. Yau, Qiwei Zhu and Huaiqing Zuo, A criteria for classification of weighted dual graphs of singularities and its application, Asian Journal of Mathematics, 27(2023), 2, 261-300
  • [29] Stephen S-T. Yau, Qiwei Zhu and Huaiqing Zuo, Classification of weighted dual graphs consisting of -2 curves and exactly one -3-Curve, Izvestiya: Mathematics, 87(2023), 5, 1078-1116
  • [30] Stephen S-T. Yau, Bingyi Chen, Bergman functions and the equivalence problem of singular domains, Communications in Analysis and Geometry, 31(2023), 2, 449-483
  • [31] Stephen S-T. Yau, Chun-Ting Hu, Shao-Jun Pei, Jing-Long Wang, Li-Dong Zu, Wei-Wei Shen, Lin Yuan, Feng Gao, Li-Ren Jiang and Guo-Hui Fu, Quantitative proteomics profiling reveals the inhibition of trastuzumab antitumor effcacy by phosphorylated RPS6 in gastric carcinoma, Cancer Chemotherapy and Pharmacology, 92(2023), 341-355
  • [32] Rui Dong, Shaojun Pei, Mengcen Guan, Shek-Chung Yau, Changchuan Yin, Rong L. He, Stephen S.-T. Yau, Full chromosomal relationships between populations and the origin of humans, Front. Genet., (), -, (2022)
  • [33] Kang, Jiayi, Xiuqiong Chen, Yangtianze Tao, and Stephen Shing-Toung Yau, Optimal transportation particle filter for linear filtering systems with correlated noises, IEEE Trans. Aerosp. Electron. Syst., (), -, (2022)
  • [34] Nan Sun and Stephen S.-T. Yau#, In-depth Investigation of the Point Mutation Pattern of HIV-1, Frontiers in Cellular and Infection Microbiology, 12:1033481(2022), 1-11
  • [35] Hussain, Naveed, Stephen S-T. Yau, and Huaiqing Zuo, An inequality conjecture and a weak Torelli-type theorem for isolated complete intersection singularities., J. Geom. Phys., (), -, (2022)
  • [36] Hussain, Naveed, Stephen S-T. Yau, and Huaiqing Zuo, Generalized Cartan Matrices Associated to k-th Yau Algebras of Singularities and Characterization Theorem., Algebr. Represent. Theory, (), -, (2022)
  • [37] Hussain, Naveed, Stephen S-T. Yau, and Huaiqing Zuo, Classification of the nilradical of $ k $-th Yau algebras arising from singularities., Pure Appl. Math. Q., (), -, (2022)
  • [38] Ruohan Ren, Changchuan Yin, and Stephen Shing-Toung Yau, kmer2vec: a novel method for comparing DNA sequences by word2vec embedding, Journal of Computational Biology, 29(2022), 9, 1001-1021
  • [39] Naveed Hussain, Stephen S.-T. Yau, Huaiqing Zuo, Geometric nilpotent Lie algebras and zero-dimensional simple complete intersection singularities, Forum Math., (), -, (2022)
  • [40] Nan Sun, Jie Yang, Stephen S.-T. Yau, Identification of HIV rapid mutations using differences in nucleotide distribution over time, genes, Genes, (), -, (2022)
  • [41] Stephen S-T. Yau, Xiaona Bao, Lily He and Jingan Cui, Nucleotide Amino Acid K-mer Vector: An alignment-free method for comparing genomic sequences, Communications in Information and Systems, 22(2022), 3, 317-337
  • [42] Stephen S-T. Yau, Huaiqing Zuo, On Derivation Lie Algebras of Singularities and Torelli-Type Theorems, Notices of the ICCM, 10(2022), 2, 30-39
  • [43] Stephen S-T. Yau, Chuangqiang Hu and Huaiqing Zuo, Complex structures of a twenty dimensional family of Calabi-Yau 3-folds, Communications in Analysis and Geometry, 30(2022), 8, 1825-1831
  • [44] Jian Liu, Ke-Lin Xia, Jie Wu, Stephen Shing-Toung Yau, and Guo-Wei Wei, Biomolecular topology: modelling and analysis, Acta Mathematica Sinica, 38(2022), 10, 1901-1938
  • [45] Stephen S-T. Yau, Xiankui Meng, Rigidity of CR morphisms, Pacific Journal of Mathematics, 316(2022), 1, 207-216
  • [46] Stephen S-T. Yau, Mengcen Guan and Leqi Zhao, Classification of Protein Sequences by a Novel Alignment-Free Method on Bacterial and Virus Families, Genes, 13:1744(2022), 1-12
  • [47] Stephen S-T. Yau, Shuanghe Fan and Huaiqing Zuo, Non-existence of negative weight derivations of the local 1-st Hessian algebra of singularities, Asian Journal of Mathematics, 26(2022), 3, 289-372
  • [48] Sun, Nan, Xin Zhao, and Stephen S-T. Yau. "An efficient numerical representation of genome sequence: natural vector with covariance component." PeerJ 10 (2022): e13544.
  • [49] Stephen S-T. Yau, Xiuqiong Chen, Xue Luo and Ji Shi, General convergence result for continuousdiscrete feedback particle filter, International Journal of Control, 95(2022), 11, 2972-2986
  • [50] Shuanghe Fan, Stephen S.-T. Yau, Huaiqing Zuo, Non-existence of negative weight derivations of the local 1-st Hessian algebra of singularities, Asian Journal of Mathematics, 2022, , 1-81, to appear
  • [51] Stephen S-T. Yau, Naveed Hussain and Huaiqing Zuo, New k-th Yau algebras of isolated hypersurface singularities and weak Torelli-type theorem, Mathematical Research Letters, 29(2022), 2, 455-486
  • [52] Chen, Xiuqiong, Yangtianze Tao, Wenjie Xu, and Stephen Shing-Toung Yau, accepted by IEEE Trans. Neural Netw. Learn. Syst., (), -, (2022)
  • [53] Stephen S-T. Yau, Naveed Hussain and Huaiqing Zuo, Classification of the nilradical of k-th Yau algebras arising from singularities, Pure and Applied Mathematics Quarterly, 18(2022), 3, 835-862
  • [54] Stephen S-T. Yau, Ruzhang Zhao and Shaojun Pei, New Genome Sequence Detection via Natural Vector Convex Hull Method, IEEE/ACM Transactions on Computational Biology and Bioinformatics, 19(2022), 3, 1782-1793
  • [55] Stephen S-T. Yau, Xiankui Meng, Kohn-Rossi Cohomology and Complex Plateau Problem, Pure and Applied Mathematics Quarterly, 18(2022), 2, 683-718
  • [56] Xiankui Meng, Stephen S.-T. Yau, Kohn-Rossi Cohomology and Complex Plateau Problem, Pure and Applied Mathematics Quarterly, 2022, vol 18, 2, 683-718
  • [57] Bingyi Chen,Stephen S.-T. Yau, Shing-Tung Yau, Huaiqing Zuo, 4d N=2 SCFT and singularity theory Part IV: Isolated rational Gorenstein non-complete intersection singularities with at least one-dimensional deformation and nontrivial T-2, Adv. Math., (), -, (2021)
  • [58] Nan Sun*, Shaojun Pei*, Lily He, Changchuan Yin, Rong Lucy He, Stephen S.-T. Yau, Geometric construction of viral genome space and its applications, Computational and Structural Biotechnology Journal 2021, 19, 4226-4234.
  • [59] Chen, Xiuqiong, Xue Luo, Ji Shi, and Stephen S-T. Yau, General convergence result for continuous-discrete feedback particle filter., Int. J. Control, (), -, (2021)
  • [60] Jiao, Xiaopei, and Stephen S-T. Yau, Structure of finite dimensional exact estimation algebra on state dimension 3 and linear rank 2., INTERNATIONAL JOURNAL OF CONTROL (2021)
  • [61] Xiuqiong Chen*, Jiayi Kang*, Mina Teicher, Stephen S.-T. Yau, Symmetry-Basel, (), -, (2021)
  • [62] Naveed Hussain, Stephen S.-T. Yau, Huaiqing Zuo, ON THE DIMENSION OF A NEW CLASS OF DERIVATION LIE ALGEBRAS ASSOCIATED TO SINGULARITIES, Mathematics, (), -, (2021)
  • [63] Ji Shi, Xiuqiong Chen, Stephen S.-T. Yau, A Novel Real-Time Filtering Method to General Nonlinear Filtering Problem Without Memory, IEEE Access, (), -, (2021)
  • [64] Naveed Hussain, Stephen S.-T. Yau；Huaiqing Zuo, Derivation Lie Algebras of New k-TH Local Algebras of Isolated Hypersurface Singularities, Pac. J. Math., (), -, (2021)
  • [65] Shaojun Pei, Stephen S.-T. Yau, Analysis of the Genomic Distance Between Bat Coronavirus RaTG13 and SARS-CoV-2 Reveals Multiple Origins of COVID-19, Acta Math. Sci., (), -, (2021)
  • [66] Tung Hoang, Changchuan Yin, and Stephen Shing-Toung Yau, Splice sites detection using chaos game representation and neural network, Genomics, 112(2020), 1847-1852
  • [67] Shaojun Pei, Rui Dong, Yiming Bao, Rong He, and Stephen Shing-Toung Yau, Classification of genomic components and prediction of genes of Begomovirus based on subsequence natural vector and support vector machine, PeerJ, 8(2020), 1-15
  • [68] Chenglong Yu, Mo Deng, Lu Zheng, Rong Lucy He, Jie Yang, and Stephen Shing-Toung Yau, DFA7, A New Method to Distinguish between Intron-containing and Intronless Genes, PLoS ONE, 9(2014), 1-10
  • [69] , (), -, (2021)
  • [70] Stephen S-T. Yau, Naveed Hussain and Huaiqing Zuo, Geometric nilpotent Lie algebras and zerodimensional simple complete intersection singularities, Forum Mathematicum, 34, 2, 323-345

 

更新时间: 2024-10-31 09:58:15