Min Deng

6.3k citations

176 papers · 4.3k indexed · 1 hit paper · h-index 26

Impact in

Transportation top 0.1%
- Transportation Planning and Optimization
- Human Mobility and Location-Based Analysis
Building and Construction top 0.2%
- Traffic Prediction and Management Techniques

Papers in ⓘ

Signal Processing 55
- Data Management and Algorithms 49
Transportation 49
- Human Mobility and Location-Based Analysis 38
- Transportation Planning and Optimization 14

Co-authors: Haifeng Li (6 shared papers)Ling Zhao (4 shared papers)Yu Liu (3 shared papers)Tao Lin (1 shared paper)Chao Zhang (1 shared paper)Pu Wang (1 shared paper)Qiliang Liu (25 shared papers)Yan Shi (30 shared papers)
Journals: ISPRS International Journal of Geo-Information (16 papers)Transactions in GIS (11 papers)Computers Environment and Urban Systems (9 papers)Sustainability (6 papers)Remote Sensing (5 papers)
Partner nations: China Hong Kong United States

In The Last Decade

Min Deng

160 papers receiving 4.2k citations

Hit Papers

align trajectories log scale

T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction 2019 · 2.0k 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.

2019 IEEE Transactions on Intelligent Transportation Systems

Peers

Countries citing papers authored by Min Deng

Since Specialization

Citations

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

Fields of papers citing papers by Min Deng

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

The 25 scholars most cited alongside Min Deng, 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 Min Deng Line = papers co-authored together Min Deng links everyone, so they are left out of the graph.

All Works

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

20 of 20 papers shown

Showing the 20 most-cited of 176 papers — load more, or switch the sort, to bring in the rest.

#	Work
1	T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction IEEE Transactions on Intelligent Transportation Systems ·Ling Zhao, Yujiao Song, Chao Zhang, Yu Liu, Pu Wang, Tao Lin, Min Deng, Haifeng Li Hit paper breakdown →	2019	2018
2	RSI-CB: A Large-Scale Remote Sensing Image Classification Benchmark Using Crowdsourced Data Sensors ·Haifeng Li, Xin Dou, Chao Tao, Zhixiang Wu, Jie Chen, Jian Peng, Min Deng, Ling Zhao	2020	107
3	An adaptive spatial clustering algorithm based on delaunay triangulation Computers Environment and Urban Systems ·Min Deng, Qiliang Liu, Tao Cheng, Yan Shi	2011	103
4	Multi-Scale Spatial and Channel-wise Attention for Improving Object Detection in Remote Sensing Imagery IEEE Geoscience and Remote Sensing Letters ·Jie Chen, Wan Li, Jingru Zhu, Gang Xu, Min Deng	2019	93
5	A density-based spatial clustering algorithm considering both spatial proximity and attribute similarity Computers & Geosciences ·Qiliang Liu, Min Deng, Yan Shi, Jiaqiu Wang	2012	74
6	Extended Hausdorff distance for spatial objects in GIS International Journal of Geographical Information Systems ·Min Deng, Zhilin Li, Xiaoyong Chen	2007	67
7	Latent spatio-temporal activity structures: a new approach to inferring intra-urban functional regions via social media check-in data Geo-spatial Information Science ·Zhi Ye, Haifeng Li, Dashan Wang, Min Deng, Shaowen Wang, Jing Gao, Zhengyu Duan, Yu Liu	2016	64
8	Unsupervised Domain Adaptation for Semantic Segmentation of High-Resolution Remote Sensing Imagery Driven by Category-Certainty Attention IEEE Transactions on Geoscience and Remote Sensing ·Jie Chen, Jingru Zhu, Ya Guo, Geng Sun, Yi Zhang, Min Deng	2022	61
9	Mining spatiotemporal association patterns from complex geographic phenomena International Journal of Geographical Information Systems ·Zhanjun He, Min Deng, Jiannan Cai, Zhong Xie, Qingfeng Guan, Chao Yang	2019	60
10	SPMF-Net: Weakly Supervised Building Segmentation by Combining Superpixel Pooling and Multi-Scale Feature Fusion Remote Sensing ·Jie Chen, Fen He, Yi Zhang, Geng Sun, Min Deng	2020	59
11	Generating urban road intersection models from low-frequency GPS trajectory data International Journal of Geographical Information Systems ·Min Deng, Jincai Huang, Yunfei Zhang, Huimin Liu, Luliang Tang, Jianbo Tang, Xuexi Yang	2018	55
12	Discovering the joint influence of urban facilities on crime occurrence using spatial co-location pattern mining Cities ·Zhanjun He, Min Deng, Zhong Xie, Liang Wu, Zhanlong Chen, Tao Pei	2020	52
13	Fine-grained analysis on fuel-consumption and emission from vehicles trace Journal of Cleaner Production ·Zihan Kan, Luliang Tang, Mei‐Po Kwan, Chang Ren, Dong Liu, Tao Pei, Yu Liu, Min Deng, Qingquan Li	2018	44
14	Recognizing urban functional zones by a hierarchical fusion method considering landscape features and human activities Transactions in GIS ·Hui Li, Yiyuan Xu, Jianbo Tang, Min Deng, Jincai Huang, Wentao Yang, Fang Wu	2020	41
15	A general method of spatio-temporal clustering analysis Science China Information Sciences ·Min Deng, Qiliang Liu, JiaQiu Wang, Yan Shi	2011	40
16	Line-Constrained Shape Feature for Building Change Detection in VHR Remote Sensing Imagery ISPRS International Journal of Geo-Information ·Haifei Liu, Minhua Yang, Jie Chen, Jialiang Hou, Min Deng	2018	34
17	Optimal segmentation of a high-resolution remote-sensing image guided by area and boundary International Journal of Remote Sensing ·Jie Chen, Min Deng, Xiaoming Mei, Tieqiao Chen, Quanbin Shao, Hong Liang	2014	33
18	Multi-level method for discovery of regional co-location patterns International Journal of Geographical Information Systems ·Min Deng, Jiannan Cai, Qiliang Liu, Zhanjun He, Jianbo Tang	2017	33
19	HLSTM: Heterogeneous Long Short-Term Memory Network for Large-Scale InSAR Ground Subsidence Prediction IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing ·Qinghao Liu, Yonghong Zhang, Wei Ju-jie, Hongan Wu, Min Deng	2021	32
20	Adaptive detection of statistically significant regional spatial co-location patterns Computers Environment and Urban Systems ·Jiannan Cai, Qiliang Liu, Min Deng, Jianbo Tang, Zhanjun He	2017	31

About Min Deng

Min Deng is a scholar working on Signal Processing, Transportation, Geography, Planning and Development, Artificial Intelligence and Epidemiology, having authored 176 papers that have together received 4.3k indexed citations. Recurring topics across this work include Data Management and Algorithms (49 papers), Geographic Information Systems Studies (39 papers), Human Mobility and Location-Based Analysis (38 papers), Data-Driven Disease Surveillance (31 papers), Remote-Sensing Image Classification (23 papers), Automated Road and Building Extraction (22 papers), Land Use and Ecosystem Services (16 papers) and Transportation Planning and Optimization (14 papers). The work is most often cited by research in Transportation (1.6k citations), Building and Construction (1.7k citations), Signal Processing (681 citations), Media Technology (477 citations) and Geography, Planning and Development (273 citations). Min Deng has collaborated with scholars based in China, Hong Kong and United States. Frequent co-authors include Haifeng Li, Ling Zhao, Yu Liu, Tao Lin, Chao Zhang, Pu Wang, Qiliang Liu, Yan Shi, Jianbo Tang and Jie Chen. Their work appears in journals such as ISPRS International Journal of Geo-Information, Transactions in GIS, Computers Environment and Urban Systems, Sustainability and Remote Sensing.

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.

Explore authors with similar magnitude of impact