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Computer Science
China
2025

D-Index & Metrics

Computer Science

D-Index
86
Citations
32126
World Ranking
767
National Ranking
116

Research.com Recognitions

  • 2025 - Research.com Computer Science in China Leader Award
  • 2023 - Research.com Computer Science in China Leader Award
  • 2022 - Research.com Computer Science in China Leader Award
  • 2018 - Member of Academia Europaea
  • 2016 - Fellow of the American Association for the Advancement of Science (AAAS)
  • 2014 - SPIE Fellow
  • 2012 - ACM Distinguished Member
  • 2010 - IEEE Fellow For contributions to video communications over the internet and wireless

Overview

Wenwu Zhu is affiliated with Tsinghua University in China and has an extensive publication record primarily in the field of computer science, with specific focus on artificial intelligence and computer vision. Their research spans several subfields including artificial intelligence, computer vision and pattern recognition, materials chemistry, information systems, and statistical and nonlinear physics.

The scientist's recent papers include notable publications such as:

  • "Deep Learning on Graphs: A Survey," 2020, published in IEEE Transactions on Knowledge and Data Engineering
  • "A Survey on Curriculum Learning," 2021, published in IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "Semantic Conditioned Dynamic Modulation for Temporal Sentence Grounding in Videos," 2020, published in IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "A Restricted Black-Box Adversarial Framework Towards Attacking Graph Embedding Models," 2020, published in Proceedings of the AAAI Conference on Artificial Intelligence
  • "OOD-GNN: Out-of-Distribution Generalized Graph Neural Network," 2022, published in IEEE Transactions on Knowledge and Data Engineering

Wenwu Zhu has collaborated frequently with co-authors including Xin Wang, Ziwei Zhang, Zhi Wang, Zeyang Zhang, and Qi Wu.

Key topics of research addressed by this scientist include:

  • Advanced Graph Neural Networks
  • Multimodal Machine Learning Applications
  • Domain Adaptation and Few-Shot Learning
  • Topic Modeling
  • Human Pose and Action Recognition
  • Video Analysis and Summarization
  • Machine Learning and Data Classification

Frequent publication venues for Wenwu Zhu's work are:

  • arXiv (Cornell University)
  • IEEE Transactions on Multimedia
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • IEEE Transactions on Knowledge and Data Engineering

Wenwu Zhu has contributed to book publications, including a title titled "Visual Question Answering," published in 2022 by Springer International Publishing.

The scientist's awards include recognition as a Member of Academia Europaea (2018), Fellow of the American Association for the Advancement of Science (AAAS) (2016), SPIE Fellow (2014), ACM Distinguished Member (2012), and IEEE Fellow (2010), the latter awarded for contributions to video communications over the internet and wireless technologies.

Best Publications

  • Structural Deep Network Embedding

    Daixin Wang;Peng Cui;Wenwu Zhu

  • Deep Learning on Graphs: A Survey

    Ziwei Zhang;Peng Cui;Wenwu Zhu

  • Asymmetric Transitivity Preserving Graph Embedding

    Mingdong Ou;Peng Cui;Jian Pei;Ziwei Zhang

  • Streaming video over the Internet: approaches and directions

    Dapeng Wu;Y.T. Hou;Wenwu Zhu;Ya-Qin Zhang

  • A Survey on Network Embedding

    Peng Cui;Xiao Wang;Jian Pei;Wenwu Zhu

  • Community preserving network embedding

    Xiao Wang;Peng Cui;Jing Wang;Jian Pei

  • Multimedia Cloud Computing

    Wenwu Zhu;Chong Luo;Jianfeng Wang;Shipeng Li

  • A Survey on Curriculum Learning

    Xin Wang;Yudong Chen;Wenwu Zhu

  • Channel and quality of service adaptation for multimedia delivery over wireless networks

    Zhang Qian;Zhu Wenwu;Zhang Ya-Qin;Wang Guijin

  • Efficient mobility management for vertical handoff between WWAN and WLAN

    Qian Zhang;Chuanxiong Guo;Zihua Guo;Wenwu Zhu

  • Channel and quality of service adaptation for multimedia over wireless networks

    Qian Zhang;Wenwu Zhu;Ya-Qin Zhang;Guijin Wang

  • Robust Graph Convolutional Networks Against Adversarial Attacks

    Dingyuan Zhu;Ziwei Zhang;Peng Cui;Wenwu Zhu

  • Social contextual recommendation

    Meng Jiang;Peng Cui;Rui Liu;Qiang Yang

  • Depression detection via harvesting social media: a multimodal dictionary learning solution

    Guangyao Shen;Jiang Jia;Liqiang Nie;Fuli Feng

  • To Find Where You Talk: Temporal Sentence Localization in Video with Attention Based Location Regression

    Yitian Yuan;Tao Mei;Wenwu Zhu

  • On end-to-end architecture for transporting MPEG-4 video over the Internet

    Dapeng Wu;Y.T. Hou;Wenwu Zhu;Hung-Ju Lee

  • Network planning in wireless ad hoc networks: a cross-Layer approach

    Y. Wu;P.A. Chou;Qian Zhang;K. Jain

  • A seamless and proactive end-to-end mobility solution for roaming across heterogeneous wireless networks

    Chuanxiong Guo;Zihua Guo;Qian Zhang;Wenwu Zhu

  • Multiresolution watermarking for images and video

    Wenwu Zhu;Zixiang Xiong;Ya-Qin Zhang

  • Proceedings of the 22nd ACM international conference on Multimedia

    Kien A. Hua;Yong Rui;Ralf Steinmetz;Alan Hanjalic

  • Disentangled Graph Convolutional Networks

    Jianxin Ma;Peng Cui;Kun Kuang;Xin Wang

Frequent Co-Authors

Peng Cui
Peng Cui Tsinghua University
Ya-Qin Zhang
Ya-Qin Zhang Tsinghua University
Shiqiang Yang
Shiqiang Yang Tsinghua University
Jiangchuan Liu
Jiangchuan Liu Simon Fraser University
Yao Wang
Yao Wang New York University
Bo Li
Bo Li Hong Kong University of Science and Technology
Jian Pei
Jian Pei Duke University
Kun Tan
Kun Tan Huawei Technologies (China)
Zixiang Xiong
Zixiang Xiong Texas A&M University

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