CV

Education

Ph.D in University of Chinese Academy of Science, 2019-2024
B.S. in China University of Geosciences, Beijing, 2015-2019

Work experience

Spring 2024: lecturer
- School of Microelectronics, Hubei University

Honors & Awards

Merit Student by University of Chinese Academy of Sciences, 2020 & 2023
Excellent Student Cadre by University of Chinese Academy of Sciences, 2020
Outstanding Graduates by the Ministry of Education, Beijing, 2019
Merit Student by the Ministry of Education, Beijing, 2019
May Fourth Advanced Individual by China University of Geosciences, Beijing, 2019
Top Ten Undergraduate Students by China University of Geosciences, Beijing, 2019
Excellent undergraduate student by China University of Geosciences, Beijing, 2019
Excellent Student Cadre by China University of Geosciences, Beijing, 2018
Merit Student by China University of Geosciences, Beijing, 2016 & 2017 & 2018

Selected Publications

Cross-Path Planning of UAV Cluster Low-Altitude Flight Based on Inertial Navigation Combined with GPS Localization

Yang X, Zhang M, Yan P, et al. Cross-Path Planning of UAV Cluster Low-Altitude Flight Based on Inertial Navigation Combined with GPS Localization[J]. Electronics, 2025, 14(14): 2877.

Anomalous sound detection using sound image and CTF-bilateral filter

Lu J, Zhang M, Li T. Anomalous sound detection using sound image and CTF-bilateral filter[J]. Neurocomputing, 2025, 637: 130151.

A Featureless Dual-Mode Latch-Based PUF

Liu R, Song M, Yu C, et al. A Featureless Dual-Mode Latch-Based PUF[J]. IEEE Transactions on Very Large Scale Integration (VLSI) Systems, 2025.

An Efficient deep learning model to Predict Stock Price Movement Based on Limit Order Book

Yang J, Fang R, Zhang M, et al. An Efficient deep learning model to Predict Stock Price Movement Based on Limit Order Book[J]. arXiv preprint arXiv:2505.22678, 2025.

Enhancing stock ranking forecasting by modeling returns with heteroscedastic Gaussian Distribution

Yang J, Fang R, Zhang M, et al. Enhancing stock ranking forecasting by modeling returns with heteroscedastic Gaussian Distribution[J]. Physica A: Statistical Mechanics and its Applications, 2025, 664: 130442.

Negative Input Protection Design of Power Switch

Wan M, Wang Z, Ma Y, et al. Negative Input Protection Design of Power Switch[J]. IEEE Transactions on Circuits and Systems I: Regular Papers, 2025.

Separating the predictable part of returns with CNN-GRU-attention from inputs to predict stock returns

Yang J, Zhang M, Fang R, et al. Separating the predictable part of returns with CNN-GRU-attention from inputs to predict stock returns[J]. Applied Soft Computing, 2024, 165: 112116.

A Low Power Capacitive Sensor Readout Circuit

Z. Zhang, Y. Ma, Z. Wang, R. Liu, M. Zhang and M. Wan, "A Low Power Capacitive Sensor Readout Circuit," 2024 6th International Conference on Circuits and Systems (ICCS), Chengdu, China, 2024, pp. 85-90.

A hierarchical deep model integrating economic facts for stock movement prediction

Yang J, Zhang M, Feng S, et al. A hierarchical deep model integrating economic facts for stock movement prediction[J]. Engineering Applications of Artificial Intelligence, 2024, 133: 108320.

From coarse to fine: Enhancing multi-document summarization with multi-granularity relationship-based extractor

Zhang M, Lu J, Yang J, et al. From coarse to fine: Enhancing multi-document summarization with multi-granularity relationship-based extractor[J]. Information Processing & Management, 2024, 61(3): 103696.

MCRSpell: A metric learning of correct representation for Chinese spelling correction

Li C, Zhang M, Zhang X, et al. MCRSpell: A metric learning of correct representation for Chinese spelling correction[J]. Expert Systems with Applications, 2024, 237: 121513.

ROUGE-SEM: Better evaluation of summarization using ROUGE combined with semantics

Zhang M, Li C, Wan M, et al. ROUGE-SEM: Better evaluation of summarization using ROUGE combined with semantics[J]. Expert Systems with Applications, 2024, 237: 121364.

An efficient loss function and deep learning approach for ranking stock returns in the absence of prior knowledge

Yang J, Feng S, Zhang W, et al. An efficient loss function and deep learning approach for ranking stock returns in the absence of prior knowledge[J]. Information Processing & Management, 2024, 61(1): 103579.

Enhancing the Reliability of SC PUF Through Optimal Capacitor Configuration

Wang Z, Zhang Y, Ma Y, et al. Enhancing the Reliability of SC PUF Through Optimal Capacitor Configuration[J]. IEEE Transactions on Circuits and Systems I: Regular Papers, 2023, 71(1): 85-98.

Predicting long-term stock movements with fused textual features of Chinese research reports

Zhang M, Yang J, Wan M, et al. Predicting long-term stock movements with fused textual features of Chinese research reports[J]. Expert Systems with Applications, 2022, 210: 118312.

A New Message Expansion Structure for Full Pipeline SHA-2

Zhang Y, He Z, Wan M, et al. A new message expansion structure for full pipeline SHA-2[J]. IEEE Transactions on Circuits and Systems I: Regular Papers, 2021, 68(4): 1553-1566.

An on-chip digital monostable multivibrator using inverter-based delay chains

Wan M, Zhang Y, Zhang M, et al. An on-chip digital monostable multivibrator using inverter-based delay chains[J]. Journal of Circuits, Systems and Computers, 2019, 28(04): 1920001.

Ming Zhang

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