Faculty Profiles - BIAN Fengmiao | The Hong Kong University of Science and Technology

Fengmiao BIAN
卞鳳苗

PhD in Mathematics
Shanghai Jiao Tong University, 2021

Research Assistant Professor
Department of Mathematics

(852) 2358 8572
mafmbian@ust.hk
Room 3450

Google Scholar

f-S_W5kAAAAJ

ResearcherID

EKS-7071-2022

Scopus ID

57219505074

Research Interest Publications Teaching Assignment

Research Interest

Data science and image science
Optimization
Inverse problems

Publications

All Years 6 2026 0 2025 2 2024 2 2023 2 2022 0 2021 0

2025 2

Flash proton radiation therapy via a stochastic three-operator splitting method

Inverse Problems, v. 41, (2), article number 025007
Bian, Fengmiao; Liu, Jiulong; Zhang, Xiaoqun; Gao, Hao; Cai, Jian Feng
Article

Preconditioned Riemannian gradient descent algorithm for low-multilinear-rank tensor completion

Proceedings of Machine Learning Research, v. 267, p. 74490-74514
Zhang, Yuanwei; Bian, Fengmiao; Zhang, Xiaoqun; Cai, Jian Feng
Conference paper

2024 2

A PRECONDITIONED RIEMANNIAN GRADIENT DESCENT ALGORITHM FOR LOW-RANK MATRIX RECOVERY

SIAM Journal on Matrix Analysis and Applications, v. 45, (4), p. 2075-2103
Bian, Fengmiao; Cai, Jian Feng; Zhang, Rui
Article

A Preconditioned Fast Iterative Hard Thresholding Algorithm for Spectrally Sparse Signal Reconstruction

2024 IEEE 13rd Sensor Array and Multichannel Signal Processing Workshop, SAM 2024, IEEE Computer Society, 2024,
Bian, Fengmiao; Cai, Jian Feng; Quan, Xueyang; Wang, Yang
Conference paper

2023 2

Accelerated Stochastic Peaceman–Rachford Method for Empirical Risk Minimization

Journal of the Operations Research Society of China, v. 11, (4), p. 783-807
Bai, Jian Chao; Bian, Feng Miao; Chang, Xiao Kai; Du, Lin
Article

Binary Quantized Network Training With Sharpness-Aware Minimization

Journal of Scientific Computing, v. 94, (1), article number 16
Liu, Ren; Bian, Fengmiao; Zhang, Xiaoqun
Article

Article 1

Flash proton radiation therapy via a stochastic three-operator splitting method

Inverse Problems, v. 41, (2), article number 025007
Bian, Fengmiao; Liu, Jiulong; Zhang, Xiaoqun; Gao, Hao; Cai, Jian Feng

Conference paper 1

Preconditioned Riemannian gradient descent algorithm for low-multilinear-rank tensor completion

Proceedings of Machine Learning Research, v. 267, p. 74490-74514
Zhang, Yuanwei; Bian, Fengmiao; Zhang, Xiaoqun; Cai, Jian Feng

Article 1

A PRECONDITIONED RIEMANNIAN GRADIENT DESCENT ALGORITHM FOR LOW-RANK MATRIX RECOVERY

SIAM Journal on Matrix Analysis and Applications, v. 45, (4), p. 2075-2103
Bian, Fengmiao; Cai, Jian Feng; Zhang, Rui

Conference paper 1

A Preconditioned Fast Iterative Hard Thresholding Algorithm for Spectrally Sparse Signal Reconstruction

2024 IEEE 13rd Sensor Array and Multichannel Signal Processing Workshop, SAM 2024, IEEE Computer Society, 2024,
Bian, Fengmiao; Cai, Jian Feng; Quan, Xueyang; Wang, Yang

Article 2

Accelerated Stochastic Peaceman–Rachford Method for Empirical Risk Minimization

Journal of the Operations Research Society of China, v. 11, (4), p. 783-807
Bai, Jian Chao; Bian, Feng Miao; Chang, Xiao Kai; Du, Lin

Binary Quantized Network Training With Sharpness-Aware Minimization

Journal of Scientific Computing, v. 94, (1), article number 16
Liu, Ren; Bian, Fengmiao; Zhang, Xiaoqun

No Publications

Teaching Assignment

2025-26 Winter 0 2025-26 Fall 1 2024-25 Summer 0 2024-25 Spring 0 2024-25 Winter 0 2024-25 Fall 1

MATH1013

Calculus I

MATH1013

Calculus IB

No Teaching Assignments

Research Interest

Publications

2025 2

2024 2

2023 2

Article 1

Conference paper 1

Article 1

Conference paper 1

Article 2

Teaching Assignment

Projects

From January 2024 to December 2026

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