World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
62
Citations
17777
World Ranking
2870
National Ranking
391

Electronics and Electrical Engineering

D-Index
57
Citations
14263
World Ranking
1947
National Ranking
336

Overview

Depeng Jin is affiliated with Tsinghua University in China and has contributed extensively to research primarily in the fields of computer science, engineering, and social sciences. Their work spans 178 publications in computer science, 80 in engineering, and 70 in social sciences, reflecting a multidisciplinary approach.

Their main subfields of study include artificial intelligence, transportation, information systems, building and construction, and computer networks and communications. Within these areas, Depeng Jin focuses on several key topics:

  • Human Mobility and Location-Based Analysis
  • Recommender Systems and Techniques
  • Traffic Prediction and Management Techniques
  • Advanced Graph Neural Networks
  • Topic Modeling
  • Complex Network Analysis Techniques
  • Caching and Content Delivery

Among the recent papers published by Depeng Jin are:

  • "A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions" (2023) in ACM Transactions on Recommender Systems
  • "Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution" (2022) in ACM Transactions on Knowledge Discovery from Data
  • "Carbon emissions of 5G mobile networks in China" (2023) in Nature Sustainability
  • "Spatial planning of urban communities via deep reinforcement learning" (2023) in Nature Computational Science
  • "Disentangling Long and Short-Term Interests for Recommendation" (2022) in Proceedings of the ACM Web Conference 2022

Frequent publication venues for their work include:

  • arXiv (Cornell University)
  • IEEE Transactions on Knowledge and Data Engineering
  • ACM Transactions on Knowledge Discovery from Data
  • ACM Transactions on Intelligent Systems and Technology
  • ACM Transactions on Information Systems

Depeng Jin has collaborated with several coauthors across numerous publications. Notable frequent coauthors are:

  • Yong Li
  • Chen Gao
  • Huandong Wang
  • Jingtao Ding
  • Yuan Yuan

Best Publications

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

    Yong Niu;Yong Li;Depeng Jin;Li Su

  • Vehicular Fog Computing: A Viewpoint of Vehicles as the Infrastructures

    Xueshi Hou;Yong Li;Min Chen;Di Wu

  • A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions

    Unknown

  • DeepMove: Predicting Human Mobility with Attentional Recurrent Networks

    Jie Feng;Yong Li;Chao Zhang;Funing Sun

  • Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution

    Fuxian Li;Jie Feng;Huan Yan;Guangyin Jin

  • Sequential Recommendation with Graph Neural Networks

    Jianxin Chang;Chen Gao;Yu Zheng;Yiqun Hui

  • Multi-behavior Recommendation with Graph Convolutional Networks

    Bowen Jin;Chen Gao;Xiangnan He;Depeng Jin

  • Software-Defined and Virtualized Future Mobile and Wireless Networks: A Survey

    Mao Yang;Yong Li;Depeng Jin;Lieguang Zeng

  • Disentangling User Interest and Conformity for Recommendation with Causal Embedding

    Yu Zheng;Chen Gao;Xiang Li;Xiangnan He

  • Understanding Mobile Traffic Patterns of Large Scale Cellular Towers in Urban Environment

    Fengli Xu;Yong Li;Huandong Wang;Pengyu Zhang

  • DeepSTN+: Context-Aware Spatial-Temporal Neural Network for Crowd Flow Prediction in Metropolis

    Ziqian Lin;Jie Feng;Ziyang Lu;Yong Li

  • Social-aware D2D communications: qualitative insights and quantitative analysis

    Yong Li;Ting Wu;Pan Hui;Depeng Jin

  • Coalitional Games for Resource Allocation in the Device-to-Device Uplink Underlaying Cellular Networks

    Yong Li;Depeng Jin;Jian Yuan;Zhu Han

  • A Survey of Millimeter Wave (mmWave) Communications for 5G: Opportunities and Challenges.

    Yong Niu;Yong Li;Depeng Jin;Li Su

  • Energy-Efficient Optimal Opportunistic Forwarding for Delay-Tolerant Networks

    Yong Li;Yurong Jiang;Depeng Jin;Li Su

  • The Impact of Node Selfishness on Multicasting in Delay Tolerant Networks

    Yong Li;Guolong Su;D O Wu;Depeng Jin

  • Understanding Mobile Traffic Patterns of Large Scale Cellular Towers in Urban Environment

    Huandong Wang;Fengli Xu;Yong Li;Pengyu Zhang

  • Software-defined internet of things for smart urban sensing

    Jiaqiang Liu;Yong Li;Min Chen;Wenxia Dong

  • OpenRAN: a software-defined ran architecture via virtualization

    Mao Yang;Yong Li;Depeng Jin;Li Su

  • Trajectory Recovery From Ash: User Privacy Is NOT Preserved in Aggregated Mobility Data

    Fengli Xu;Zhen Tu;Yong Li;Pengyu Zhang

  • Evaluating the Impact of Social Selfishness on the Epidemic Routing in Delay Tolerant Networks

    Yong Li;Pan Hui;Depeng Jin;Li Su

Frequent Co-Authors

Yong Li
Yong Li Tsinghua University
Zhenyu Xiao
Zhenyu Xiao Beihang University
Pan Hui
Pan Hui Hong Kong University of Science and Technology
Sheng Chen
Sheng Chen University of Southampton
Xiangnan He
Xiangnan He University of Science and Technology of China
Zhaocheng Wang
Zhaocheng Wang Tsinghua University
Zhu Han
Zhu Han University of Houston
Ning Ge
Ning Ge Tsinghua University
Fuli Feng
Fuli Feng University of Science and Technology of China
Wei Feng
Wei Feng Tsinghua University

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