Ming Liu

22.8k total citations · 9 hit papers
486 papers, 18.1k citations indexed

About

Ming Liu is a scholar working on Electrical and Electronic Engineering, Materials Chemistry and Cellular and Molecular Neuroscience. According to data from OpenAlex, Ming Liu has authored 486 papers receiving a total of 18.1k indexed citations (citations by other indexed papers that have themselves been cited), including 385 papers in Electrical and Electronic Engineering, 121 papers in Materials Chemistry and 65 papers in Cellular and Molecular Neuroscience. Recurrent topics in Ming Liu's work include Advanced Memory and Neural Computing (255 papers), Ferroelectric and Negative Capacitance Devices (190 papers) and Semiconductor materials and devices (121 papers). Ming Liu is often cited by papers focused on Advanced Memory and Neural Computing (255 papers), Ferroelectric and Negative Capacitance Devices (190 papers) and Semiconductor materials and devices (121 papers). Ming Liu collaborates with scholars based in China, United States and Singapore. Ming Liu's co-authors include Qi Liu, Shibing Long, Hangbing Lv, Shibing Long, Wei Wang, Weihua Guan, Ling Li, Nianduan Lu, Xumeng Zhang and Yingtao Li and has published in prestigious journals such as Nature, Science and Journal of the American Chemical Society.

In The Last Decade

Ming Liu

463 papers receiving 17.6k citations

Hit Papers

5 papers align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Fully Room-Temperature-Fabricated Nonvolatile Resistive Memory for Ultrafast and High-Density Memory Application

2009 798 citations Qi Liu, Ming Liu et al. profile →
Two-dimensional materials for next-generation computing technologies

2020 763 citations Qi Liu, Ming Liu et al. profile →
Real‐Time Observation on Dynamic Growth/Dissolution of Conductive Filaments in Oxide‐Electrolyte‐Based ReRAM

2012 503 citations Qi Liu, Hangbing Lv et al. Advanced Materials profile →
Memristive technologies for data storage, computation, encryption, and radio-frequency communication

2022 473 citations Meng‐Fan Chang, Ming Liu et al. profile →
Controllable Growth of Nanoscale Conductive Filaments in Solid-Electrolyte-Based ReRAM by Using a Metal Nanocrystal Covered Bottom Electrode

2010 418 citations Qi Liu, Shibing Long et al. profile →
An artificial spiking afferent nerve based on Mott memristors for neurorobotics

2020 321 citations Xumeng Zhang, Ye Zhuo et al. Nature Communications profile →
Ferroelectric-defined reconfigurable homojunctions for in-memory sensing and computing

2023 152 citations Xumeng Zhang, Qi Liu et al. profile →
A stable rhombohedral phase in ferroelectric Hf(Zr) ₁₊ _x O ₂ capacitor with ultralow coercive field

2023 127 citations Qing Luo, Qi Liu et al. profile →
The growing memristor industry

2025 35 citations J. Joshua Yang, Meng‐Fan Chang et al. profile →

Peers

Countries citing papers authored by Ming Liu

Since Specialization

Citations

This map shows the geographic impact of Ming Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ming Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ming Liu more than expected).

Fields of papers citing papers by Ming Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ming Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ming Liu. The network helps show where Ming Liu may publish in the future.

Co-authorship network of co-authors of Ming Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Ming Liu. A scholar is included among the top collaborators of Ming Liu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ming Liu. Ming Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	Attention-enhanced U-Net based network for cancerous tissue segmentation 2025 ·Biomedical Signal Processing and Control ·Yan Wang, (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), (unknown), Shuang Xia, Ming Liu	1
2	Capacitive in-sensor tactile computing 2025 ·Nature Communications ·(unknown), Jie Cao, Jie Qiu, Dongzi Yang, Mengyang Liu, (unknown), Chenyang Li, (unknown), Jie Yu, Xumeng Zhang, Xianzhe Chen, Zhangcheng Huang, Enming Song, Ming Wang, Qi Liu, Ming Liu	2
3	A near-threshold memristive computing-in-memory engine for edge intelligence 2025 ·Nature Communications ·Linfang Wang, (unknown), (unknown), Junjie An, (unknown), (unknown), (unknown), (unknown), Jing Liu, (unknown), Ling Li, Qi Liu, Mingoo Seok, Chunmeng Dou, Ming Liu	2
4	Humidity sensitive memristor based on Ni–Al layered double hydroxides 2024 ·Materials Today Advances ·Yanmei Sun, (unknown), Ming Liu, (unknown)	2
5	Ge-doped In₂O₃: First Demonstration of Utlizing Ge as Oxygen Vacancy Consumer to Break the Mobility/Reliability Tradeoff for High Performance Oxide TFTs 2024 ·(unknown), Ziheng Bai, (unknown), Zhicheng Wu, Di Geng, Yang Xu, (unknown), Yuxuan Li, Guanhua Yang, Ling Li, Shengkai Wang, Ming Liu	2
6	Semantic memory–based dynamic neural network using memristive ternary CIM and CAM for 2D and 3D vision 2024 ·Science Advances ·(unknown), Woyu Zhang, (unknown), Ning Lin, Yifei Yu, (unknown), Bo Wang, Hao Jiang, Peng Lin, Xiaoxin Xu, Xiaojuan Qi, Zhongrui Wang, Xumeng Zhang, Dashan Shang, Qi Liu, Kwang‐Ting Cheng, Ming Liu	4
7	An Energy-Efficient Computing-in-Memory NN Processor With Set-Associate Blockwise Sparsity and Ping-Pong Weight Update 2023 ·IEEE Journal of Solid-State Circuits ·Jinshan Yue, Yongpan Liu, Xiaoyu Feng, Yifan He, (unknown), Zhe Yuan, Mingtao Zhan, Jiaxin Liu, Jian-Wei Su, Yen-Lin Chung, Ping-Chun Wu, (unknown), Meng‐Fan Chang, Nan Sun, Chunmeng Dou, Xueqing Li, Ming Liu, Huazhong Yang	9
8	A 5.6-89.9TOPS/W Heterogeneous Computing-in-Memory SoC with High-Utilization Producer-Consumer Architecture and High-Frequency Read-Free CIM Macro 2023 ·Jinshan Yue, Mingtao Zhan, (unknown), Yifan He, (unknown), (unknown), Wenyu Sun, Lu Jie, Chunmeng Dou, Xueqing Li, (unknown), Huazhong Yang, Ming Liu, Yongpan Liu	12
9	A low-power vertical dual-gate neurotransistor with short-term memory for high energy-efficient neuromorphic computing 2023 ·Nature Communications ·(unknown), Dashan Shang, Qing Luo, Junjie An, Yue Li, Shuyu Wu, Zhihong Yao, Woyu Zhang, Xiaoxin Xu, Chunmeng Dou, Hao Jiang, Liyang Pan, Xumeng Zhang, Ming Wang, Zhongrui Wang, Jianshi Tang, Qi Liu, Ming Liu	38
10	A 9-Mb HZO-Based Embedded FeRAM With 10-Cycle Endurance and 5/7-ns Read/Write Using ECC-Assisted Data Refresh and Offset-Canceled Sense Amplifier 2023 ·IEEE Journal of Solid-State Circuits ·(unknown), (unknown), Qing Luo, (unknown), (unknown), (unknown), Chunmeng Dou, Hangbing Lv, Qi Liu, Jianguo Yang, Ming Liu	13
11	A Heterogeneously Integrated Spiking Neuron Array for Multimode‐Fused Perception and Object Classification 2022 ·Advanced Materials ·Jiaxue Zhu, Xumeng Zhang, Rui Wang, Ming Wang, Pei Chen, (unknown), Zuheng Wu, Yongzhou Wang, Qi Liu, Ming Liu	131
12	Author Correction: Three-phase electric power driven electroluminescent devices 2021 ·Nature Communications ·(unknown), Igor F. Perepichka, Junwu Bai, Dan Hu, Xiuru Xu, Ming Liu, Tao Wang, Changbin Zhao, Hong Meng, Wei Huang	1
13	A 28nm 1.5Mb Embedded 1T2R RRAM with 14.8 Mb/mm² using Sneaking Current Suppression and Compensation Techniques 2020 ·Jianguo Yang, Xiaoyong Xue, Xiaoxin Xu, Hangbing Lv, Feng Zhang, Xiaoyang Zeng, Meng‐Fan Chang, Ming Liu	16
14	Temporal Convolutional Network Connected with an Anti-Arrhythmia Hidden Semi-Markov Model for Heart Sound Segmentation 2020 ·Applied Sciences ·(unknown), (unknown), Ming Liu	12
15	A Low-Cost Improved Method of Raw Bit Error Rate Estimation for NAND Flash Memory of High Storage Density 2020 ·Electronics ·(unknown), Ming Liu, Tao Li, (unknown), Hongda Chen	1
16	An artificial spiking afferent nerve based on Mott memristors for neurorobotics breakdown → 2020 ·Nature Communications ·Xumeng Zhang, Ye Zhuo, Qing Luo, Zuheng Wu, Rivu Midya, Zhongrui Wang, Wenhao Song, Rui Wang, Navnidhi K. Upadhyay, Yilin Fang, Fatemeh Kiani, Mingyi Rao, Yang Yang, Qiangfei Xia, Qi Liu, Ming Liu, J. Joshua Yang	321
17	Fast Switching $\beta$ -Ga₂O₃Power MOSFET With a Trench-Gate Structure 2019 ·IEEE Electron Device Letters ·Hang Dong, Shibing Long, Haiding Sun, Xiaolong Zhao, Qiming He, Yuan Qin, Guangzhong Jian, Xuanze Zhou, (unknown), (unknown), (unknown), Weibing Hao, Ying Zhang, Huiwen Xue, (unknown), Zhaoan Yu, Hangbing Lv, Qi Liu, Ming Liu	58
18	A Compact Model for Drift and Diffusion Memristor Applied in Neuron Circuits Design 2018 ·IEEE Transactions on Electron Devices ·Ying Zhao, (unknown), Xumeng Zhang, Xiaoxin Xu, Tiancheng Gong, Qing Luo, Chengying Chen, Qi Liu, Hangbing Lv, Qiang Li, Feng Zhang, Ling Li, Ming Liu	24
19	Investigation of Retention Behavior of TiO_x/Al₂O₃ Resistive Memory and Its Failure Mechanism Based on Meyer–Neldel Rule 2018 ·IEEE Transactions on Electron Devices ·Writam Banerjee, Nianduan Lu, Yang Yang, Ling Li, Hangbing Lv, Qi Liu, Shibing Long, Ming Liu	7
20	Effects of Capping Electrode on Ferroelectric Properties of Hf_0.5Zr_0.5O₂ Thin Films 2018 ·IEEE Electron Device Letters ·Rongrong Cao, Yan Wang, Shengjie Zhao, Yang Yang, Xiaolong Zhao, Wei Wang, Xumeng Zhang, Hangbing Lv, Qi Liu, Ming Liu	180

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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