World's Best Scientists 2026 revealed!

D-Index & Metrics

Biology and Biochemistry

D-Index
84
Citations
45641
World Ranking
3229
National Ranking
1634

Overview

Jun Zhu is affiliated with the Icahn School of Medicine at Mount Sinai in the United States. Their research primarily lies within the field of computer science, with a focus on artificial intelligence. Their work extensively covers subfields such as artificial intelligence, computer vision and pattern recognition, statistical and nonlinear physics, signal processing, and control and systems engineering.

The main topics of Jun Zhu's research include:

  • Adversarial Robustness in Machine Learning
  • Anomaly Detection Techniques and Applications
  • Domain Adaptation and Few-Shot Learning
  • Model Reduction and Neural Networks
  • Generative Adversarial Networks and Image Synthesis
  • Multimodal Machine Learning Applications
  • Advanced Neural Network Applications

Jun Zhu has a significant publication record with frequent contributions to notable venues such as:

  • arXiv (Cornell University)
  • IEEE Transactions on Pattern Analysis and Machine Intelligence
  • Proceedings of the AAAI Conference on Artificial Intelligence
  • 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
  • Nature Machine Intelligence

Examples of recent papers featuring Jun Zhu's work are:

  • "Pre-trained models: Past, present and future" (2021) published in AI Open
  • "A Comprehensive Survey of Continual Learning: Theory, Method and Application" (2024) published in IEEE Transactions on Pattern Analysis and Machine Intelligence
  • "DPM-Solver: A Fast ODE Solver for Diffusion Probabilistic Model Sampling in Around 10 Steps" (2022) published in arXiv (Cornell University)
  • "Towards a new generation of artificial intelligence in China" (2020) published in Nature Machine Intelligence
  • "Tianshou: a Highly Modularized Deep Reinforcement Learning Library" (2021) published in arXiv (Cornell University)

Jun Zhu frequently collaborates with other researchers, including:

  • Hang Su
  • Yinpeng Dong
  • Xiao Yang
  • Chongxuan Li
  • Tianyu Pang

Best Publications

  • The Genotype-Tissue Expression (GTEx) project

    John Lonsdale;Jeffrey Thomas;Mike Salvatore;Rebecca Phillips

  • The Genotype-Tissue Expression (GTEx) pilot analysis: Multitissue gene regulation in humans

    Kristin G. Ardlie;David S. Deluca;Ayellet V. Segrè

  • SPIDER AND WEB : PROCESSING AND VISUALIZATION OF IMAGES IN 3D ELECTRON MICROSCOPY AND RELATED FIELDS

    Joachim Frank;Michael Radermacher;Michael Radermacher;Pawel A Penczek;Jun Zhu;Jun Zhu

  • Integrated Systems Approach Identifies Genetic Nodes and Networks in Late-Onset Alzheimer’s Disease

    Bin Zhang;Chris Gaiteri;Liviu Gabriel Bodea;Zhi Wang

  • Genetics of gene expression and its effect on disease

    Valur Emilsson;Gudmar Thorleifsson;Bin Zhang;Amy S. Leonardson

  • An integrative genomics approach to infer causal associations between gene expression and disease

    Eric E Schadt;John Lamb;Xia Yang;Jun Zhu

  • Correction: Corrigendum: Synchronized age-related gene expression changes across multiple tissues in human and the link to complex diseases

    Jialiang Yang;Tao Huang;Francesca Petralia;Quan Long

  • Gene expression elucidates functional impact of polygenic risk for schizophrenia

    Menachem Fromer;Panos Roussos;Solveig K. Sieberts;Jessica S. Johnson

  • Mapping the Genetic Architecture of Gene Expression in Human Liver

    Eric E. Schadt;Cliona Molony;Eugene Chudin;Ke-Ke Hao

  • Variations in DNA elucidate molecular networks that cause disease

    Yanqing Chen;Jun Zhu;Pek Yee Lum;Xia Yang

  • Integrated Proteogenomic Characterization of Clear Cell Renal Cell Carcinoma.

    David J. Clark;Saravana M. Dhanasekaran;Francesca Petralia;Jianbo Pan

  • Integrating large-scale functional genomic data to dissect the complexity of yeast regulatory networks.

    Jun Zhu;Bin Zhang;Erin N Smith;Erin N Smith;Becky Drees

  • Proteogenomic and metabolomic characterization of human glioblastoma

    Liang-Bo Wang;Alla Karpova;Marina A. Gritsenko;Jennifer E. Kyle

  • A model of protein synthesis based on cryo-electron microscopy of the E. coli ribosome

    Joachim Frank;Jun Zhu;Jun Zhu;Pawel A Penczek;Yanhong Li;Yanhong Li

  • Co-regulatory networks of human serum proteins link genetics to disease

    Valur Emilsson;Marjan Ilkov;John R. Lamb;Nancy Finkel

  • Reduced Retinoic Acid-Sensitivities of Nuclear Receptor Corepressor Binding to PML- and PLZF-RARα Underlie Molecular Pathogenesis and Treatment of Acute Promyelocytic Leukemia

    Fabien Guidez;Sarah Ivins;Sarah Ivins;Sarah Ivins;Jun Zhu;Jun Zhu;Jun Zhu;Mats Söderström;Mats Söderström;Mats Söderström

  • Large eQTL meta-analysis reveals differing patterns between cerebral cortical and cerebellar brain regions.

    S K Sieberts;T M Perumal;M M Carrasquillo;M Allen

  • Validation of candidate causal genes for obesity that affect shared metabolic pathways and networks.

    Xia Yang;Joshua L Deignan;Hongxiu Qi;Jun Zhu

  • Cancer Cell Dependence on Unsaturated Fatty Acids Implicates Stearoyl-CoA Desaturase as a Target for Cancer Therapy

    Urvashi V. Roongta;Jonathan G. Pabalan;Xinyu Wang;Rolf-Peter Ryseck

  • The Genotype-Tissue Expression (GTEx) project

    John Lonsdale;Jeffrey Thomas;Mike Salvatore;Rebecca Phillips

Frequent Co-Authors

Eric E. Schadt
Eric E. Schadt Icahn School of Medicine at Mount Sinai
Bin Zhang
Bin Zhang Icahn School of Medicine at Mount Sinai
Xia Yang
Xia Yang University of California, Los Angeles
William Oh
William Oh Icahn School of Medicine at Mount Sinai
Ke Hao
Ke Hao Icahn School of Medicine at Mount Sinai
Robert Sebra
Robert Sebra Icahn School of Medicine at Mount Sinai
Mayte Suárez-Fariñas
Mayte Suárez-Fariñas Icahn School of Medicine at Mount Sinai
Pei Wang
Pei Wang Icahn School of Medicine at Mount Sinai
Aldons J. Lusis
Aldons J. Lusis University of California, Los Angeles
Nina Bhardwaj
Nina Bhardwaj Icahn School of Medicine at Mount Sinai

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