Cong Xu

1.8k citations

46 papers · 1.1k · 1 hit paper · h-index 16

Impact in

Hardware and Architecture top 5%
- Parallel Computing and Optimization Techniques
Statistical and Nonlinear Physics top 2%
- stochastic dynamics and bifurcation
- Chaos control and synchronization

Papers in

Electrical and Electronic Engineering 18
- Advanced Memory and Neural Computing 15
Artificial Intelligence 12
- Topic Modeling 6
- Natural Language Processing Techniques 5
- Neural Networks and Applications 5

Co-authors: Chunhua Wang (10 shared papers)Hairong Lin (7 shared papers)Yuan Xie (7 shared papers)Yichuang Sun (5 shared papers)Qinghui Hong (3 shared papers)Adwait Jog (1 shared paper)Yiran Chen (1 shared paper)Vijaykrishnan Narayanan (1 shared paper)
Journals: Neurocomputing (4 papers)IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (4 papers)Neural Computing and Applications (2 papers)IEEE Access (2 papers)Rare Metals (1 paper)
Partner nations: China United States United Kingdom

In The Last Decade

Cong Xu

42 papers receiving 1.1k citations

Cong Xu's Hit Papers

align trajectories log scale

A Triple-Memristor Hopfield Neural Network With Space Multistructure Attractors and Space Initial-Offset Behaviors 2023 · 107 citations

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if any of the following hold:

it has ≥500 total citations;
it reaches ≥1.5× the top-1% citation threshold for papers in the same subfield and year (the threshold is the minimum needed to enter the top 1%, not the average within it);
it reaches the top citation threshold in at least one of its specific research topics.

2023 IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Peers

Countries citing papers authored by Cong Xu

Since Specialization

Citations

This map shows the geographic impact of Cong Xu'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 Cong Xu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Cong Xu more than expected).

Fields of papers citing papers by Cong Xu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Cong Xu. 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 Cong Xu. The network helps show where Cong Xu may publish in the future.

Co-authors

The 25 scholars most cited alongside Cong Xu, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Cong Xu Line = papers co-authored together Cong Xu links everyone, so they are left out of the graph.

All Works

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20 of 20 papers shown

Showing the 20 most-cited of 46 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	Cache revive Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Adwait Jog, Asit Mishra, Cong Xu, Yuan Xie, Vijaykrishnan Narayanan, Ravishankar Iyer, Chita R. Das	2012	198
2	A Memristive Synapse Control Method to Generate Diversified Multistructure Chaotic Attractors IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ·Hairong Lin, Chunhua Wang, Cong Xu, Xin Zhang, Herbert Ho‐Ching Iu	2022	136
3	Neural Bursting and Synchronization Emulated by Neural Networks and Circuits IEEE Transactions on Circuits and Systems I Regular Papers ·Hairong Lin, Chunhua Wang, Chengjie Chen, Yichuang Sun, Chao Zhou, Cong Xu, Qinghui Hong	2021	125
4	Impact of process variations on emerging memristor Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Dimin Niu, Yiran Chen, Cong Xu, Yuan Xie	2010	111
5	A Triple-Memristor Hopfield Neural Network With Space Multistructure Attractors and Space Initial-Offset Behaviors IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ·Hairong Lin, Chunhua Wang, Fei Yu, Qinghui Hong, Cong Xu, Yichuang Sun Hit paper breakdown →	2023	107
6	Memristive Circuit Implementation of Context-Dependent Emotional Learning Network and Its Application in Multitask IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ·Cong Xu, Chunhua Wang, Jinguang Jiang, Jingru Sun, Hairong Lin	2021	46
7	Memristor-based neural network circuit with weighted sum simultaneous perturbation training and its applications Neurocomputing ·Cong Xu, Chunhua Wang, Yichuang Sun, Qinghui Hong, Quanli Deng, Hao Chen	2021	45
8	Memristor-based affective associative memory neural network circuit with emotional gradual processes Neural Computing and Applications ·Meiling Liao, Chunhua Wang, Yichuang Sun, Hairong Lin, Cong Xu	2022	38
9	HGNN: Hierarchical graph neural network for predicting the classification of price-limit-hitting stocks Information Sciences ·Cong Xu, Huiling Huang, Xiaoting Ying, Jianliang Gao, Zhao Li, Peng Zhang, Jie Xiao, Jiarun Zhang, Jiangjian Luo	2022	34
10	Graph-Based Stock Recommendation by Time-Aware Relational Attention Network ACM Transactions on Knowledge Discovery from Data ·Jianliang Gao, Xiaoting Ying, Cong Xu, Jianxin Wang, Shichao Zhang, Zhao Li	2021	29
11	Color video encryption transmission in IoT based on memristive hopfield neural network Signal Image and Video Processing ·Fei Yu, Chaoran Wu, Si Xu, Wei Yao, Cong Xu, Shuo Cai, Chunhua Wang	2024	21
12	Memristor-Based Brain Emotional Learning Neural Network With Attention Mechanism and Its Application IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems ·Quanli Deng, Chunhua Wang, Yichuang Sun, Cong Xu, Hairong Lin, Zekun Deng	2025	19
13	Building energy-efficient multi-level cell STT-MRAM based cache through dynamic data-resistance encoding Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Ping Chi, Cong Xu, Xiaochun Zhu, Yuan Xie	2014	18
14	Parana: A Parallel Neural Architecture Considering Thermal Problem of 3D Stacked Memory IEEE Transactions on Parallel and Distributed Systems ·Shouyi Yin, Shibin Tang, Xinhan Lin, Peng Ouyang, Fengbin Tu, Leibo Liu, Jishen Zhao, Cong Xu, Shuangcheng Li, Yuan Xie, Shaojun Wei	2018	17
15	A memristor-based associative memory neural network circuit with emotion effect Neural Computing and Applications ·Chunhua Wang, Cong Xu, Jingru Sun, Quanli Deng	2023	16
16	Bandwidth-aware reconfigurable cache design with hybrid memory technologies International Conference on Computer Aided Design ·Jishen Zhao, Cong Xu, Yuan Xie	2011	15
17	Improving Distantly-Supervised Named Entity Recognition for Traditional Chinese Medicine Text via a Novel Back-Labeling Approach IEEE Access ·Dezheng Zhang, Chao Xia, Cong Xu, Qi Jia, Shibing Yang, Xiong Luo, Yonghong Xie	2020	15
18	Memory and Storage System Design with Nonvolatile Memory Technologies Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·Jishen Zhao, Cong Xu, Ping Chi, Yuan Xie	2015	13
19	A full-function memristive pavlov associative memory circuit with inter-stimulus interval effect Neurocomputing ·Chenyang Sun, Chunhua Wang, Cong Xu	2022	13
20	Generalization and differentiation of affective associative memory circuit based on memristive neural network with emotion transfer Neural Networks ·Wei Yao, Kai Gao, You Wang, Hairong Lin, Hongwei Wu, Cong Xu, Xin Zhang	2025	11

About Cong Xu

Cong Xu is a scholar working on Electrical and Electronic Engineering, Artificial Intelligence, Computer Networks and Communications, Computer Vision and Pattern Recognition and Cognitive Neuroscience, having authored 46 papers that have together received 1.1k indexed citations. Recurring topics across this work include Advanced Memory and Neural Computing (15 papers), Neural dynamics and brain function (8 papers), Parallel Computing and Optimization Techniques (7 papers), Topic Modeling (6 papers), Advanced Data Storage Technologies (6 papers), Natural Language Processing Techniques (5 papers), Neural Networks and Applications (5 papers) and Multimodal Machine Learning Applications (4 papers). The work is most often cited by research in Hardware and Architecture (193 citations), Statistical and Nonlinear Physics (312 citations), Computer Networks and Communications (385 citations), Electrical and Electronic Engineering (649 citations) and Cognitive Neuroscience (195 citations). Cong Xu has collaborated with scholars based in China, United States and United Kingdom. Frequent co-authors include Chunhua Wang, Hairong Lin, Yuan Xie, Yichuang Sun, Qinghui Hong, Adwait Jog, Yiran Chen, Vijaykrishnan Narayanan, Chita R. Das and Asit Mishra. Their work appears in journals such as Neurocomputing, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, Neural Computing and Applications, IEEE Access and Rare Metals.

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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Cong Xu

Cong Xu's Hit Papers

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All Works

About Cong Xu

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