Depeng Jin

16.9k total citations · 9 hit papers
405 papers, 11.3k citations indexed

About

Depeng Jin is a scholar working on Computer Networks and Communications, Electrical and Electronic Engineering and Transportation. According to data from OpenAlex, Depeng Jin has authored 405 papers receiving a total of 11.3k indexed citations (citations by other indexed papers that have themselves been cited), including 210 papers in Computer Networks and Communications, 164 papers in Electrical and Electronic Engineering and 96 papers in Transportation. Recurrent topics in Depeng Jin's work include Human Mobility and Location-Based Analysis (93 papers), Caching and Content Delivery (76 papers) and Opportunistic and Delay-Tolerant Networks (63 papers). Depeng Jin is often cited by papers focused on Human Mobility and Location-Based Analysis (93 papers), Caching and Content Delivery (76 papers) and Opportunistic and Delay-Tolerant Networks (63 papers). Depeng Jin collaborates with scholars based in China, United States and United Kingdom. Depeng Jin's co-authors include Yong Li, Li Su, Sheng Chen, Yong Niu, Chen Gao, Lieguang Zeng, Athanasios V. Vasilakos, Xiangnan He, Pan Hui and Jie Feng and has published in prestigious journals such as IEEE Communications Surveys & Tutorials, IEEE Access and IEEE Journal on Selected Areas in Communications.

In The Last Decade

Depeng Jin

385 papers receiving 11.0k 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.

A survey of millimeter wave communications (mmWave) for 5G: opportunities and challenges

2015 927 citations Yong Li, Depeng Jin et al. profile →
Vehicular Fog Computing: A Viewpoint of Vehicles as the Infrastructures

2016 702 citations Yong Li, Depeng Jin et al. IEEE Transactions on Vehicular Technology profile →
DeepMove

2018 433 citations Yong Li, Depeng Jin et al. profile →
Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution

2022 316 citations Depeng Jin, Yong Li et al. profile →
A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions

2023 312 citations Chen Gao, Yu Zheng et al. profile →
Multi-behavior Recommendation with Graph Convolutional Networks

2020 234 citations Chen Gao, Depeng Jin et al. profile →
Sequential Recommendation with Graph Neural Networks

2021 233 citations Jianxin Chang, Chen Gao et al. profile →
Disentangling User Interest and Conformity for Recommendation with Causal Embedding

2021 200 citations Yu Zheng, Chen Gao et al. profile →
Generative AI Empowered Network Digital Twins: Architecture, Technologies, and Applications

2025 26 citations Tong Li, Haoye Chai et al. ACM Computing Surveys profile →

Peers

Countries citing papers authored by Depeng Jin

Since Specialization

Citations

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

Fields of papers citing papers by Depeng Jin

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Depeng Jin

This figure shows the co-authorship network connecting the top 25 collaborators of Depeng Jin. A scholar is included among the top collaborators of Depeng Jin 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 Depeng Jin. Depeng Jin 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	STTF: A Spatiotemporal Transformer Framework for Multi-task Mobile Network Prediction 2025 ·IEEE Transactions on Mobile Computing ·Jiahui Gong, (unknown), Tong Li, Jingtao Ding, Zhaocheng Wang, Depeng Jin	2
2	Generative AI Empowered Network Digital Twins: Architecture, Technologies, and Applications breakdown → 2025 ·ACM Computing Surveys ·Tong Li, (unknown), Haoye Chai, (unknown), (unknown), Haoqiang Liu, Wenzhen Huang, Depeng Jin, Yong Li	26
3	NetDiff: A Service-Guided Hierarchical Diffusion Model for Network Flow Trace Generation 2024 ·(unknown), Tong Li, Depeng Jin, Yong Li	17
4	KGDA: A Knowledge Graph Driven Decomposition Approach for Cellular Traffic Prediction 2024 ·ACM Transactions on Intelligent Systems and Technology ·(unknown), (unknown), Huandong Wang, Yu Liu, (unknown), (unknown), (unknown), Junlan Feng, Depeng Jin, Yong Li	3
5	Mixed Attention Network for Cross-domain Sequential Recommendation 2024 ·(unknown), Chen Gao, Yu Zheng, Jianxin Chang, Yanan Niu, Yang Song, Kun Gai, Zhiheng Li, Depeng Jin, (unknown), Meng Wang	13
6	Multi-scale Simulation of Complex Systems: A Perspective of Integrating Knowledge and Data 2024 ·ACM Computing Surveys ·Huandong Wang, Huan Yan, (unknown), Yuan Yuan, (unknown), (unknown), (unknown), Depeng Jin, Yong Li	13
7	Mitigating Energy Consumption in Heterogeneous Mobile Networks Through Data-Driven Optimization 2024 ·IEEE Transactions on Network and Service Management ·(unknown), Tong Li, Yan Zhou, (unknown), Depeng Jin	28
8	Enhancing ID-based Recommendation with Large Language Models 2024 ·ACM Transactions on Information Systems ·(unknown), Chen Gao, (unknown), Hengliang Luo, Depeng Jin, Yong Li, Meng Wang	1
9	NeuroCrossover: An intelligent genetic locus selection scheme for genetic algorithm using reinforcement learning 2023 ·Applied Soft Computing ·Haoqiang Liu, (unknown), Yong Li, Depeng Jin	17
10	How enlightened self-interest guided global vaccine sharing benefits all: A modeling study 2023 ·Journal of Global Health ·(unknown), (unknown), (unknown), (unknown), (unknown), Depeng Jin, Fengli Xu, Kun Tang, Yong Li	3
11	Carbon emissions of 5G mobile networks in China 2023 ·Nature Sustainability ·Tong Li, (unknown), (unknown), Tong Duan, Wenzhen Huang, Yan Zhou, Depeng Jin, Yong Li, Tao Jiang	103
12	Demo: Scalable Digital Twin System for Mobile Networks with Generative AI 2023 ·Jiahui Gong, (unknown), Tong Li, Haoqiang Liu, (unknown), (unknown), Depeng Jin, Yong Li	37
13	Safe-NORA: Safe Reinforcement Learning-based Mobile Network Resource Allocation for Diverse User Demands 2023 ·Wenzhen Huang, Tong Li, Yuting Cao, (unknown), Yanping Liang, (unknown), Depeng Jin, (unknown), Yong Li	52
14	Deep Transfer Learning for City-scale Cellular Traffic Generation through Urban Knowledge Graph 2023 ·(unknown), Tong Li, (unknown), (unknown), Yanping Liang, (unknown), Depeng Jin, Yong Li	48
15	Transferable Structure-based Adversarial Attack of Heterogeneous Graph Neural Network 2023 ·(unknown), (unknown), Jiansheng Chen, Depeng Jin, Yong Li	2
16	Large-scale Urban Cellular Traffic Generation via Knowledge-Enhanced GANs with Multi-Periodic Patterns 2023 ·Rare & Special e-Zone (The Hong Kong University of Science and Technology) ·(unknown), Huandong Wang, Tong Li, Xinghao Yang, (unknown), Junlan Feng, Lin Zhu, (unknown), (unknown), Depeng Jin, Yong Li	20
17	Reinforcement Learning Meets Wireless Networks: A Layering Perspective 2020 ·IEEE Internet of Things Journal ·(unknown), Yu Liu, Ming Zeng, Umber Saleem, Zhaoming Lu, Xiangming Wen, Depeng Jin, Zhu Han, Tao Jiang, Yong Li	26
18	Walking Without Friends: Publishing Anonymized Trajectory Dataset Without Leaking Social Relationships 2019 ·IEEE Transactions on Network and Service Management ·(unknown), Zhen Tu, Fengli Xu, Yong Li, (unknown), Dan Pei, Li Su, Depeng Jin	6
19	Impact of Selfishness in Device-to-Device Communication Underlying Cellular Networks 2017 ·IEEE Transactions on Vehicular Technology ·Chuhan Gao, Haoming Zhang, Xinlei Chen, Yong Li, Depeng Jin, Sheng Chen	10
20	A delay model for interconnect trees based on ABCD matrix 2008 ·Asia and South Pacific Design Automation Conference ·(unknown), Li Su, Depeng Jin, Lieguang Zeng	1

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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