World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
69
Citations
17087
World Ranking
1988
National Ranking
1004

Research.com Recognitions

  • 2019 - ACM Distinguished Member

Overview

Haitao Zheng is affiliated with the University of Chicago in the United States and specializes in Computer Science, with a substantial focus on Artificial Intelligence. Their research spans multiple subfields, including Computer Vision and Pattern Recognition, Information Systems, Computer Networks and Communications, and Signal Processing.

The scientist's work covers numerous topics within the domain of artificial intelligence and machine learning. Key areas of research topics include:

  • Topic Modeling
  • Natural Language Processing Techniques
  • Multimodal Machine Learning Applications
  • Text Readability and Simplification
  • Domain Adaptation and Few-Shot Learning
  • Advanced Graph Neural Networks
  • Adversarial Robustness in Machine Learning

Haitao Zheng has contributed to a variety of well-regarded publication venues, notable for their relevance in AI and machine learning research, including:

  • arXiv (Cornell University)
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • SSRN Electronic Journal
  • IEEE Transactions on Knowledge and Data Engineering
  • 2022 International Joint Conference on Neural Networks (IJCNN)

The scientist's recent papers reflect ongoing engagement with advanced topics in machine learning and knowledge representation. Selected publications include:

  • "Parameter-efficient fine-tuning of large-scale pre-trained language models," 2023, Nature Machine Intelligence
  • "Modeling Relation Paths for Knowledge Graph Completion," 2020, IEEE Transactions on Knowledge and Data Engineering
  • "Are we ready for a new paradigm shift? A survey on visual deep MLP," 2022, Patterns
  • "The effect of institutional ownership on listed companies' tax avoidance strategies," 2020, Applied Economics
  • "OpenPrompt: An Open-source Framework for Prompt-learning," 2021, arXiv (Cornell University)

Frequent collaborators in Haitao Zheng's research include Yangning Li, Yinghui Li, Ying Shen, Ben Y. Zhao, and Shirong Ma, indicating ongoing partnerships particularly in the areas of AI and knowledge engineering.

Haitao Zheng's publication record consists of more than 425 works in Computer Science, with over 300 publications specifically in Artificial Intelligence. The researcher has been recognized within the academic community, having received the ACM Distinguished Member award in 2019.

Best Publications

  • Neural Cleanse: Identifying and Mitigating Backdoor Attacks in Neural Networks

    Bolun Wang;Yuanshun Yao;Shawn Shan;Huiying Li

  • Utilization and fairness in spectrum assignment for opportunistic spectrum access

    Chunyi Peng;Haitao Zheng;Ben Y. Zhao

  • Distributed spectrum allocation via local bargaining

    Lili Cao;Haitao Zheng

  • Collaboration and fairness in opportunistic spectrum access

    Haitao Zheng;Chunyi Peng

  • TRUST: A General Framework for Truthful Double Spectrum Auctions

    X. Zhou;H. Zheng

  • eBay in the Sky: strategy-proof wireless spectrum auctions

    Xia Zhou;Sorabh Gandhi;Subhash Suri;Haitao Zheng

  • A General Framework for Wireless Spectrum Auctions

    S. Gandhi;C. Buragohain;Lili Cao;Haitao Zheng

  • Mirror mirror on the ceiling: flexible wireless links for data centers

    Xia Zhou;Zengbin Zhang;Yibo Zhu;Yubo Li

  • You are how you click: clickstream analysis for Sybil detection

    Gang Wang;Tristan Konolige;Christo Wilson;Xiao Wang

  • Packet-Level Telemetry in Large Datacenter Networks

    Yibo Zhu;Nanxi Kang;Jiaxin Cao;Albert Greenberg

  • Latent Backdoor Attacks on Deep Neural Networks

    Yuanshun Yao;Huiying Li;Haitao Zheng;Ben Y. Zhao

  • Unsupervised Clickstream Clustering for User Behavior Analysis

    Gang Wang;Xinyi Zhang;Shiliang Tang;Haitao Zheng

  • Sharing graphs using differentially private graph models

    Alessandra Sala;Xiaohan Zhao;Christo Wilson;Haitao Zheng

  • Serf and turf: crowdturfing for fun and profit

    Gang Wang;Christo Wilson;Xiaohan Zhao;Yibo Zhu

  • Full length article: Proactive channel access in dynamic spectrum networks

    Lei Yang;Lili Cao;Haitao Zheng

  • Device-centric spectrum management

    H. Zheng;Lili Cao

  • Wisdom in the social crowd: an analysis of quora

    Gang Wang;Konark Gill;Manish Mohanlal;Haitao Zheng

  • Social Turing Tests: Crowdsourcing Sybil Detection

    Gang Wang;Manish Mohanlal;Christo Wilson;Xiao Wang

  • Route and spectrum selection in dynamic spectrum networks

    Qiwei Wang;Haitao Zheng

  • Measurement-calibrated graph models for social network experiments

    Alessandra Sala;Lili Cao;Christo Wilson;Robert Zablit

Frequent Co-Authors

Ben Y. Zhao
Ben Y. Zhao University of Chicago
Lei Yang
Lei Yang Hong Kong Polytechnic University
Yibo Zhu
Yibo Zhu ByteDance
Christo Wilson
Christo Wilson Northeastern University
Kin K. Leung
Kin K. Leung Imperial College London
Harish Viswanathan
Harish Viswanathan Nokia (United States)
K.J.R. Liu
K.J.R. Liu University of Maryland, College Park
Kevin C. Almeroth
Kevin C. Almeroth University of California, Santa Barbara
Miriam J. Metzger
Miriam J. Metzger University of California, Santa Barbara
Upamanyu Madhow
Upamanyu Madhow University of California, Santa Barbara

If you think any of the details on this page are incorrect, let us know.

Report an issue

We appreciate your kind effort to assist us to improve this page, it would be helpful providing us with as much detail as possible in the text box below:

Related Online Degrees & Career Pathways

Studying Computer Science in the USA can open doors to several related online degree options and varied career pathways. For those wanting to accelerate their studies, a fast track computer science degree offers a streamlined path to graduation, perfect for students eager to enter the workforce quickly.

Computer Science skills are highly transferable, especially in emerging fields like engineering and the physical sciences. Students interested in sustainability might pursue an environmental engineering online degree, using tech skills to address real-world ecological challenges.

Engineering careers are also within reach with programs like the cheapest online mechanical engineering degree, making technical education accessible to more students.

For those fascinated by the science behind technology, you might also consider an online theoretical physics degree. This pathway helps students develop advanced analytical, modeling, and problem-solving skills, all valuable in today’s tech-driven industries.

Best Scientists Citing Haitao Zheng

Trending Scientists

Recently Published Articles