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Research Projects

a399_2050x500

^ Funding Scheme
GRF: General Research Fund by Research Grants Council, University Grants Committee
ECS: Early Career Scheme by Research Grants Council, University Grants Committee
RFS: RGC Research Fellow Scheme
CRF-GP: RGC Collaborative Research Fund
ITF-UICP-MGJR: Innovation and Technology Fund - University-Industry Collaboration Programme - Matching Grant for Joint Research

Principal Investigator	Funding Scheme^	Project Title	Funding Awarded (HKD)
Prof CHEN Xiaojun	GRF	Mathematical Programs with Equilibrium Constraints and Cardinality Penalties	$756,415
Dr DING Yi	GRF	Spectral properties of sample covariance matrix under high-dimensional volatility models	$328,015
Dr GUO Xin	GRF	Learning with artificial neural networks on spheres	$598,015
Dr HUANG James Jianhui	GRF	Dynamic optimization of large-scale system: a mixed-game-team analysis	$598,015
Dr LI Xiao	GRF	Energy stable and maximum bound principle preserving exponential integrator based numerical methods for phase field equations	$351,815
Dr LI Buyang	GRF	Numerical analysis of linearly implicit renormalization methods for nonlinear parabolic equations with vector solutions of fixed magnitude	$817,615
Prof LI Xun	GRF	Optimal Controls of Stochastic Delay Systems with Input Constraints and Their Financial Applications	$707,473
Dr LOU Yijun	GRF	On a periodic delay integral equation: model formulation, analysis and applications to tick population growth	$488,015
Dr PONG Ting Kei	GRF	Novel solution methods for a class of split feasibility problems	$598,015
Dr QIAO Zhonghua	GRF	Convergence and stability analysis of energy stable and bound-preserving numerical schemes for binary fluid-surfactant phase-field equations	$598,015
Prof SUN Defeng	GRF	Adaptive sieving techniques for nonconvex optimization problems with applications to model compression	$706,015
Dr SZE Nung Sing, Raymond	GRF	Mathematical Aspects of Operator Quantum Error Correction	$598,015
Dr WANG Zhian	GRF	Boundary layer problems in chemotaxis models with physical boundary conditions	$391,015
Dr XU Zuoquan	GRF	Continuous-time mean-variance portfolio selection for large traders in non-Markovian setting	$768,331
Prof YANG Xiaoqi	GRF	Relative Stability Analysis for Parametric Optimization Problems	$815,601
Dr YUE Man Chung	GRF	Nonlinear Wasserstein Distributionally Robust Optimization	$598,015
Dr ZHANG Zaikun	GRF	Reliable Derivative-free Optimization Algorithms Under Untamed Noise	$586,015
Prof ZHAO Xingqiu	GRF	Statistical Inferences for Accelerated Mean Models with Panel Count Data	$598,015
Dr ZHOU Zhi	GRF	Numerical Identification of Distributed Parameters in Partial Differential Equations	$391,015

Principal Investigator	Funding Source	Project Title	Funding Awarded (RMB)
Dr ZHANG Guofeng	NSFC General Program	Tavis-Cummings模型的动力学分析与控制	$570,000
Dr HUANG James Jianhui	NSFC General Program	平均场决策中的信息结构及应用：基于博弈和协作的联合分析	$500,000
Dr GAO Yu	NSFC for Young Scholar	MCH方程能量守恒的N-peakon解	$240,000
Dr DING Yi	NSFC for Young Scholar	高维隐含因子与定价误差的协同估计	$240,000
Dr FU Guanxing	NSFC for Young Scholar	投资组合变现博弈：理论研究与深度学习方法	$240,000
Dr DU Mingyue	NSFC for Young Scholar	病例队列研究中相依K型区间删失数据的统计推断	$240,000
Dr TU Kai	NSFC for Young Scholar	多项正则非凸优化问题的随机DC算法研究	$240,000

Principal Investigator	Funding Scheme^	Project Title	Funding Awarded (HKD)
Prof CHEN Xiaojun	GRF	Nonsmooth nonconvex finite-sum optimization for deep neural networks	$ 899,792
Dr GUO Xin	GRF	Mathematical Analysis of Kernel-based Pairwise Learning and AUC Maximization	$ 599,861
Dr LI Buyang	GRF	Convergent and structure preserving finite element methods for Willmore flow and surface diffusion flow	$ 717,481
Prof LI Xun	GRF	Optimal Affine Stochastic Controls with Input Constraints and Their Financial Applications	$ 790,500
Prof LIN Yanping	GRF	Mathematical analysis and Numerical modeling for two-phase magnetohydrodynamic flows	$ 396,967
Dr PONG Ting Kei	GRF	Gauge-based solution method for a large class of structure-inducing constrained optimization problems	$ 599,861
Prof QIAO Zhonghua	RFS	L-infinity Stability of Exponential Time Differencing Numerical Schemes for Phase Field Models with High-order Dissipations	$ 8,836,380
Prof SUN Defeng	GRF	Efficient sparse smoothing Newton methods with low complexities for optimal transport problems	$ 599,861
Dr WANG Zhian	GRF	Theoretical studies on the hydrodynamic model of chemotaxis: application to blood vessel network formation	$ 749,826
Prof YANG Xiaoqi	GRF	The Lipschitz-like Property Relative to a Set with Applications	$ 873,995
Prof YIU Ka Fai Cedric	Project of Strategic Importance	Data Analytics and Statistical Learning for OCT Image	$ 2,050,000
Dr YUE Man Chung	ECS	Distributional Robustification with Fisher-Rao Ambiguity Sets	$ 985,209
Dr ZHANG Zaikun	GRF	Derivative-free Optimization with Space decomposition, Coarse Space Correction, and Randomizaion	$ 599,861
Dr ZHOU Zhi	GRF	Inverse Problems for Anomalous Diffusion Models: Numerical Methods and Analysis	$ 599,861

Principal Investigator	Funding Source	Project Title	Funding Awarded (RMB)
Dr JIANG Binyan	NSFC for Young Scholar	高维数据的典型相关分析	$ 240,000
Dr LOU Yijun	NSFC General Program	基于药物治疗的传染病嵌套模型研究	$ 510,000

Principal Investigator	Funding Scheme^	Project Title	Funding Awarded (HKD)
Prof CHEN Xiaojun	GRF	Nonsmooth optimization problems with group sparsity penalties	$ 502,444
Dr HE Daihai	GRF	The spread of tuberculosis and multidrugresistant tuberculosis in Shandong province, China	$ 345,999
Dr HUANG James Jianhui	GRF	Linear-quadratic robust teamoptimization: soft constraint approach.	$ 502,444
Dr LI Buyang	GRF	Numerical methods and analysis for the Allen-Cahn and Cahn-Hilliard equations with a thin phase transition layer	$ 502,444
Dr LI Xun	GRF	Time-Inconsistent Stochastic Controls with Constraints and Some Financial Applications	$ 695,919
Dr LIU Chunling	GRF	Functional regressions with complicated data structures with application to the ADNI cohort.	$ 502,444
Dr LEE Joseph Heung-wing	GRF	Separating Constraint Technique for Computational Optimal Control Solutions to Isoperimetric Multi-Pillar Problems	$ 329,999
Dr PONG Ting Kei	GRF	Efficient methods for solving optimization models that induce simultaneous structures	$ 540,263
Dr QIAO Zhonghua	GRF	Maximum principle preserving time integration methods for Allen-Cahn type phase field equations	$ 502,444
Prof SUN Defeng	GRF	Efficient multi-majorization-minimization methods for multi-difference-of-convex programming	$ 502,444
Prof SUN Defeng	NSFC/RGC Joint Research Scheme	Stochastic Optimal Control Theory under Model Uncertainty and Their Applications in Financial Risk Management	$ 970,398
Dr SZE Nung Sing, Raymond	GRF	Numerical Range and Crouzeix's Conjecture	$ 502,444
Dr WANG Zhian	GRF	On a paradigm density-suppressed motility model: analysis and applications	$ 502,444
Prof YANG Xiaoqi	GRF	Stability Analysis of Generalised Equations with Applications	$ 695,919
Prof YIU Cedric Kafai	GRF	Optimal Control of Stochastic Impulsive Systems with Applications	$ 332,261
Dr ZHANG Guofeng	GRF	Quantum Finite-level Systems: Structure Analysis, Feedback Control, and Filtering	$ 695,919
Dr ZHAO Xingqiu	GRF	Joint Statistical Analysis of Panel Count Data with Interval-Censored Failure Time Data	$ 332,261

Principal Investigator	Funding Source	Project Title	Funding Awarded (RMB)
Dr XU Zuoquan	NSFC General Program	行为金融学中若干问题的量化研究	$ 530,000

Principal Investigator	Funding Scheme^	Project Title	Funding Awarded (HKD)
Prof CHEN Xiaojun	GRF	Optimization Theory and Algorithms for Two-stage Stochastic Variational Inequalities	$ 304,301
Dr CUI Jintao	GRF	Numerical study on asymptotic coupled model of groundwater flow in Fractured aquifer system	$ 353,708
Dr GUO Xin	GRF	Analysis of kernel-based pairwise learning algorithms for large-scale data	$ 335,927
Prof HUANG Jian	GRF	A Parallel Computing Framework for Highdimensional Models and Its Statistical Properties	$ 456,452
Dr LI Xun	GRF	Optimal Controls of Mean-Field Stochastic Systems with Mixed State-Control Constraints and Some Financial Applications	$ 714,184
Dr LI Buyang	GRF	Maximal regularity of finite element solutions and multistep methods for parabolic equations	$ 456,452
Prof LIN Yanping	GRF	Mathematical modeling and numerical analysis for the Cahn-Hilliard-Navier-Stokes-Darcy interface equations	$ 640,044
Dr PONG Ting Kei	GRF	Accelerating optimization algorithms for structured problems of large scale	$ 456,452
Prof SUN Defeng	GRF	Efficient Methods for Large Scale Convex Composite Optimization Problems with Double Regularizers	$ 304,301
Dr WANG Zhian	GRF	Kinetic models of chemotaxis with temporal sensing mechanism: parabolic limits and their properties	$ 456,452
Dr WONG Kin-yau	ECS	Statistical methods for integrative analysis of incomplete multiplatform genomic data	$ 297,785
Prof YANG Xiaoqi	GRF	Error Bounds and their Stability Analysis and Applications	$ 632,421
Prof YIU Cedric Ka-fai	GRF	Beamforming optimization for distributed acoustic array networks	$ 495,086
Dr ZHANG Guofeng	GRF	Quantum Linear Systems: Structure Analysis and Applications	$ 623,386
Dr ZHAO Xingqiu	GRF	Statistical Analysis of Panel Count Data with a Terminal Event	$ 456,452
Dr ZHOU Zhi	ECS	Numerical methods for time-fractional diffusion equations with nonsmooth solutions	$ 831,600

Principal Investigator	Funding Scheme^	Project Title	Funding Awarded (HKD)
Prof Chen Xiaojun	GRF	Efficient Regularization Methods for Partially Separable Nonsmooth Nonconvex Optimization	$ 472,351
Dr GUO Xin	GRF	Analysis of Online Learning Algorithms with Mini-Batching and Averaging	$ 334,797
Dr PONG Ting Kei	GRF	Convergence rate analysis of solution methods for a large class of optimization problems	$ 472,351
Dr QIAO Zhonghua	GRF	Stability analysis and error estimates of exponential time differencing schemes for nonlocal phase field equations	$ 472,351
Prof QI Liqun	GRF	Higher Order Markov Chains, Transition Probability Tensors and Stochastic Tensors	$ 426,060
Dr WANG Zhian	GRF	Boundary Layers of the Singular Keller-Segel Chemotaxis Models and Applications	$ 472,351
Dr XU Zuoquan	GRF	Optimal Stopping under Drift Uncertainty	$ 582,000
Prof YANG Xiaoqi	GRF	Variational Analysis of Piecewise Linear Vector Optimization	$ 582,000
Dr ZHANG Zaikun	ECS	Nonlinear Optimization Based on Inaccurate Information	$ 381,557
Dr LI Buyang	GRF	High-order approximation of fractional evolution equations	$ 639,097
Dr PANG Zhen	GRF	Statistical inference for massive data via bootstrapping	$ 422,114

Principal Investigator	Funding Source	Project Title	Funding Awarded (RMB)
Dr CUI Jintao	NSFC General Program	二维麦克斯韦方程组的数值方法研究	$ 480,000
Prof ZHAO Xingqiu	NSFC General Program	面板计数数据模型的非参数和半参数统计推断	$ 480,000

Principal Investigator	Funding Scheme^	Project Title	Funding Awarded (HKD)
Prof CHEN Xiaojun	GRF	Analysis and Computation of Sparse Solutions of Linear Complementarity Problems with Applications	$ 488,501
Dr GUO Xin	GRF	Analysis of the regularization of online learning algorithms	$ 488,501
Dr HUANG James Jianhui	GRF	Dynamic optimization of large-scale system with admissibility constraint: the homogenous and heterogeneous case	$ 326,811
Dr JIANG Binyan	ECS	Discriminant analysis for contemporary data	$ 459,423
Dr LI Xun	GRF	Optimal Controls of Forward-Backward Stochastic Systems with Mixed State-Control Constraints and Their Financial Applications	$ 482,605
Prof LIN Yanping	GRF	Numerical study of Maxwell equations with integrals in metamaterial modeling	$ 488,501
Dr LIU Chunling	GRF	Statistical inference for complex epigenetic survival outcomes analysis	$ 488,501
Dr LOU Yijun	GRF	Global Dynamics in Age-Structured Delay Models with Seasonality	$ 217,874
Dr PONG Ting Kei	GRF	New approaches for nonconvex feasibility problems	$ 326,811
Prof QI Liqun	GRF	Weakly Symmetric Tensors, Bi-Symmetric Tensors, Copositive Tensors and P^F-Tensors	$ 326,811
Dr QIAO Zhonghua	GRF	L-infinity stability of semi-implicit schemes for phase field equations	$ 326,811
Dr WANG Zhian	GRF	Qualitative analysis on the prey-taxis system with predator-prey dynamics: applications to non-random foraging	$ 375,704
Dr XU Zuoquan	GRF	Investment Models with Intractable Claims	$ 675,647
Prof YANG Xiaoqi	GRF	Linearized proximal algorithms with Bregman distance for convex composite optimization with applications	$ 675,647
Prof. YIU Ka Fai Cedric	ITF-UICP-MGJR	Indicator System Based on High Frequency Market Data for Hong Kong and Mainland Stock Markets	$ 2,044,176
Dr YU Xiang	ECS	Duality Approach with Auxiliary Processes in Some Path-dependent Portfolio Choice Problems	$ 459,423
Prof KWONG Man Kam	GRF	New non-radial solutions to partial differential equations arising from Gauge theories	$ 488,501

Principal Investigator	Funding Scheme^	Project Title	Funding Awarded (HKD)
Prof CHEN Xiaojun	GRF	Penalty Methods for Nonconvex Nonsmooth Constrained Minimization	$ 933,362
Dr GUO Xin	ECS	Mathematical analysis for coordinate kernel polynomial-based learning schemes that produce sparse approximations	$ 836,240
Dr LI Xun	GRF	Optimal Stopping Problems for Path-Dependent Forward-Backward Stochastic Systems with Financial Applications	$ 495,728
Dr PONG Ting Kei	ECS	New solution methods for a class of structured optimization problems	$ 1,050,640
Prof QI Liqun	GRF	Completely Positive, Completely Decomposable, SOS, Cauchy, Hilbert, P and B Tensors: Theory and Computation	$ 824,350
Prof. QI Liqun	CRF-GP	Efficient Algorithms and Hardware Accelerators for Tensor Decomposition and Their Applications to Multidimensional Data Analysis	$ 600,000
Dr WANG Zhian	GRF	On the stability of traveling waves in chemotaxis models	$ 415,968
Prof YANG Xiaoqi	GRF	Nonlinear Constrained Sparse Optimization with Lower Order Regularization	$ 695,854
Dr ZHANG Guofeng	GRF	Control-Oriented Quantum Systems Analysis	$ 695,854

Principal Investigator	Funding Scheme^	Project Title	Funding Awarded (HKD)
Prof CHEN Xiaojun	GRF	Smoothing Regularization Methods for Parametric Variational Inequality Problems	$ 614,810
Prof CHEN Xiaojun	NSFC/RGC Joint Research Scheme	Sparse Optimization: Algorithms and Theories	$ 914,294
Dr HE Daihai	ECS	Patterns of influenza transmission and the implications of vaccination	$ 595,987
Dr HUANG James Jianhui	GRF	The large-population (LP) control problems for backward and forward-backward stochastic systems	$ 604,270
Dr LI Xun	GRF	Optimal Controls of Mean-Field Regime-Switching Stochastic Systems with Financial Applications	$ 692,894
Prof LIN Yanping	GRF	Theoretical and numerical Study of Non-monotone Traveling Waves for Time-Delayed Reaction Diffusion Equations	$ 439,150
Dr LOU Yijun	ECS	Theory of asymptotically periodic systems and its applications to impulsive biological systems	$ 553,870
Prof QI Liqun	GRF	Positive Semi-Definite Symmetric Tensors, Hankel Tensors, Toeplitz Tensors and M-Tensors: Theory and Algorithms	$ 614,810
Dr QIAO Zhonghua	GRF	Error estimates for numerical solutions of epitaxy growth equations	$ 409,815
Dr YIU Cedric Ka-fai	GRF	Optimization of beamformer configurations for localization and speech enhancement	$ 692,894

Principal Investigator	Funding Source	Project Title	Funding Awarded (RMB)
Dr LIU Catherine Chunling	NSFC for Young Scholar	两样本稀疏不平衡观测的纵向数据中的检验问题	$ 300,000
Dr XU Zuoquan	NSFC General Program	考虑一般约束条件下的消费投资决策模型研究	$ 602,000

Principal Investigator	Funding Scheme^	Project Title	Funding Awarded (HKD)
Prof CHEN Xiaojun	GRF	Second-Order Numerical Methods for Nonsmooth Optimization	$ 868,303
Dr HUANG James Jianhui	GRF	Variational method to stochastic decentralized control and consistent synthesis of large-scale complex (LSC) system.	$ 423,562
Dr LI Xun	GRF	Optimal Control and Stopping Problems for Stochastic Systems with Financial Applications	$ 645,500
Dr LIN Yuanyuan	ECS	Statistical inference for relative error-based regression: estimation and model selection	$ 557,302
Prof QI Liqun	GRF	Spectral Hypergraph Theory via Tensors	$ 592,987
Dr QIAO Zhonghua	ECS	Adaptive numerical methods for the Boltzmann equation	$ 1,000,800
Dr WANG Zhian	ECS	Mathematical Studies on the Attraction-repulsion Keller-Segel Model	$ 710,223
Prof YANG Xiaoqi	GRF	A unified nonlinear augmented Lagrangian theory	$ 500,000
Dr YUAN Haidong	ECS	Reachable sets for coherently controlled quantum systems	$ 920,000
Dr ZHANG Guofeng	GRF	Analysis and Feedback Control of Quantum Linear Systems	$ 645,500
Dr ZHAO Xingqiu	GRF	Structured Selection and Estimation in High-Dimensional Survival Models	$ 762,412

Principal Investigator	Funding Source	Project Title	Funding Awarded (RMB)
Dr LOU Yijun	NSFC for Young Scholar	莱姆病传播动力学研究	$ 230,000
Dr ZHANG Guofeng	NSFC General Program	网络化量子系统的混合LQG H无穷控制与采样控制	$ 790,000
Prof. ZHAO Xingqiu	NSFC General Program	区间删失数据的半参数回归模型的有效估计方法	$ 500,000

Principal Investigator	Funding Scheme^	Project Title	Funding Awarded (HKD)
Prof CHEN Xiaojun	GRF	Regularized Minimization Problems in High Dimensions	$ 700,000
Dr HUANG James Jianhui	ECS	Dynamic Optimization of Mean-field and Large-population Systems under Model Uncertainty: Maximum Principle Approach	$ 774,372
Prof KWONG Man Kam	GRF	Nernst-Planck and Ermakov-Ray-Reid Systems in Nonlinear Physical Models	$ 700,000
Dr LI Xun	GRF	Optimal Controls of Mean-Field Forward- Backward Systems with Financial Applications	$ 500,000
Prof LIN Yanping	GRF	Numerical Analysis of Integro-Differential Maxwell Equations	$ 700,000
Prof QI Liqun	GRF	Tensor Analysis: Spectral Radius, Spectral Minimum and H-Product	$ 452,500
Dr QIAO Zhonghua	GRF	Numerical solution of a nonlinear fourth-order parabolic equation for epitaxial growth	$ 490,800
Dr SZE Nung Sing	ECS	Quantum Error Correction in Quantum Information Science	$ 1,000,833
Dr XU Zuoquan	ECS	Principal-Agent Problem under Probability Distortion	$ 550,000
Prof YANG Xiaoqi	GRF	Generalized Penalty Function Theory and Methods	$ 700,000
Prof. YIU Ka Fai Cedric	GRF	Integrated design of indoor beamforming systems	$ 450,000
Prof. YIU Ka Fai Cedric	ITF-UICP-MGJR	Risk Management System for Low Latency Trading	$ 2,088,940

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