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Hao Peng, Ph.D.

Professor
School of Cyber Science and Technology
Beihang University
Office:First Hall G511
Email: penghao@buaa.edu.cn
           penghcs@gmail.com

Hao Peng

彭浩

I am a Professor at the School of Cyber Science and Technology, Beihang University.

I aim to make artificial intelligence technology easier and more accessible in industry. My broad research interests include structural data analysis, abnormal detection, text mining, multi-agent games, and industrial data mining and systems. My work often uses deep learning and reinforcement learning as design methodology.

Academic Awards

  • [2025] 北京市自然基金面上项目(2022-2024)获评优秀结题
  • [2023] 获国家自然科学基金委优秀青年科学基金项目资助
  • [2025] One ACM TOIS paper was selected as Highly Cited Paper in Web of Science
  • [2025] One IEEE TNNLS paper was selected as Highly Cited Paper in Web of Science
  • [2024] One ACM TOIS paper was selected as Highly Cited Paper in Web of Science
  • [2024] 邹东成获北京航空航天大学研究生国家奖学金
  • [2024] 杨智钦获北京航空航天大学优秀硕士学位论文
  • [2024] One ACM TIST paper was selected as Highly Cited Paper in Web of Science
  • [2023] 入选斯坦福大学2023年度全球前2%顶尖科学家榜单
  • [2023] One IEEE TPAMI paper was selected as Highly Cited Paper in Web of Science
  • [2023] One Information Science paper was selected as Highly Cited Paper in Web of Science
  • [2023] One SIGIR paper were selected as Best Short Paper Award Honorable Mention
  • [2023] Outstanding Reviewers at ACL 2023
  • [2023] One IEEE TKDE paper was selected as Highly Cited Paper in Web of Science
  • [2023] Our 2021 CAAI-Huawei MindSpore Open Fund was awarded the Excellent Project
  • [2023] One ACM TOIS paper was selected as Hot Paper in Essential Science Indicators
  • [2023] One Information Science paper was selected as Highly Cited Paper in Web of Science
  • [2022] Three ACM CIKM 2022 papers were selected as Best Paper Candidate
  • [2022] One paper published on CIKM 2022 is awarded the Best Paper Runner Up
  • [2022] The second prize of the Natural Science Award of the China Simulation Federation
  • [2022] One paper was selected into the list of most influential papers of SIGIR
  • [2022] Three papers were selected into the list of most influential papers of WWW
  • [2021] The excellent doctor degree dissertation of Beihang University
  • [2021] One IEEE ICDM 2021 paper was selected as Best Paper Candidate
  • [2021] Two papers were selected into the list of most influential papers of CIKM
  • [2021] One IEEE TKDE paper was selected as Highly Cited Paper in Web of Science
  • [2021] One IEEE TITS paper was selected as Highly Cited Paper in Web of Science
  • [2021] One paper was selected into the Google academic 2021 Global Academic Journal Conference top 100
  • [2021] Our member Shaoning Li received the first prize of CCF excellent college school student
  • [2021] One paper was selected into the list of most influential papers of WWW
  • [2020] The excellent doctor degree dissertation of Chinese Association for Artificial Intelligence
  • [2019] The outstanding graduates of Beihang University
  • [2018] The first prize of the Technology Invention Award of the Chinese Institute of Electronics
  • [2017] The first prize of excellent scientific research of National Computer Network Emergency Technology Processing and Coordination Center
  • [2017] The National scholarship for doctoral students



  • News

    New article acceptance

  • [2025] Our paper on Low-Resource Safety Alignment for Multimodal Large Language Models has been accepted by ACL 2025
  • [2025] Our paper on Unsupervised Graph Clustering with Deep Structural Entropy has been accepted by SIGKDD 2025
  • [2025] Our paper on Robustness Evaluation of Graph-based News Detection Using Network Structural Information has been accepted by SIGKDD 2025
  • [2025] Our paper on Global Interpretable Graph-level Anomaly Detection Via Prototype has been accepted by SIGKDD 2025
  • [2025] Our paper on Spatio-Temporal Attention MoE has been accepted by IJCAI 2025
  • [2025] Our paper on Table Transformer has been accepted by IJCAI 2025
  • [2025] Our paper on Survey of Structural Entropy has been accepted by IJCAI 2025
  • [2025] Our paper on Hierarchical Decision Making Based on Structural Information Principles has been accepted by JMLR 2025
  • [2025] Our paper on Graph-Sequential Alignment and Uniformity has been accepted by Web Conference 2025
  • [2025] Our paper on Community Detection in Large-Scale Complex Networks has been accepted by Web Conference 2025
  • [2025] Our paper on Graph Foundation Model has been accepted by Web Conference 2025
  • [2024] Our paper on Structural Entropy Guided Probabilistic Coding has been accepted by AAAI 2025
  • [2024] Our paper on Effective, Efficient, and Unsupervised Social Event Detection work has been accepted by AAAI 2025
  • [2024] Our paper on Physics-informed Riemannian Graph ODE work has been accepted by AAAI 2025
  • [2024] Our paper on Inference Attack on Graph Neural Networks work has been accepted by AAAI 2025
  • [2024] Our paper on Hierarchical Abstracting Graph Kernel has been accepted by IEEE TKDE 2024
  • [2024] Our paper on Scalable Semi-Supervised Clustering via Structural Entropy with Different Constraints has been accepted by IEEE TKDE 2024
  • [2024] Our paper on Effective Exploration Based on the Structural Information Principles has been accepted by NeurIPS 2024
  • [2024] Our paper on Spiking Graph Neural Network on Riemannian Manifolds has been accepted by NeurIPS 2024
  • [2024] Our paper on Efficient Multi-Character Role-Playing Agent has been accepted by EMNLP 2024
  • [2024] Our paper on Pre-trained Language Models for Social Event Detection has been accepted by ACM TOIS 2024
  • [2024] Our paper on Cross-lingual Social Event Detection has been accepted by ACM TKDD 2024
  • [2024] Our paper on Incremental Measurement of Structural Entropy for Dynamic Graphs has been accepted by AIJ 2024
  • [2024] Our paper on Structural Entropy based Social Bot Detection has been accepted by KDD 2024
  • [2024] Our paper on Lorentz Structural Entropy has been accepted by ICML 2024
  • [2024] Our paper on Hyperbolic Graph Generation has been accepted by ICML 2024
  • [2024] Our paper on Multi-Relational Structural Entropy has been accepted by UAI 2024
  • [2024] Our paper on Dynamicity-aware Social Bot Detection has been accepted by IJCAI 2024
  • [2024] Our paper on Unsupervised Social Bot Detection work has been accepted by ACM TOIS 2024
  • 欢迎有志于科学研究的优秀本科生和硕士生保送、考研或申请考核北京航空航天大学硕士和博士研究生,从事网络内容安全、智能博弈对抗、大模型系统应用相关研究,名额信息公开。

    Selected Professional Services

  • 1.Associate Editor of International Journal of Machine Learning and Cybernetics, 2022.04- Now
  • 2.Action Editor of Neural Networks Journal, 2025.01- 2027.12
  • 3.Guest Editor of ACM Transactions on Recommender Systems, 2023.08
  • 4.Guest Editor of ACM Transactions on the Web, 2021.12
  • 5.Guest Editor of IEEE Transactions on Knowledge and Data Engineering, 2021.04
  • 6.Guest Editor of ACM Transactions on Intelligent Systems and Technology, 2021.01


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