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Published in Journal 1, 2010
This paper is about the number 2. The number 3 is left for future work.
Recommended citation: Your Name, You. (2010). "Paper Title Number 2." Journal 1. 1(2). http://academicpages.github.io/files/paper2.pdf
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About me
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Short description of portfolio item number 1
Short description of portfolio item number 2
Published in ASCO Annual Meeting, 2020
H&E images; weak labeling
Recommended citation: Andrew J. Kruger, Lingdao Sha, Madhavi Kannan, Rohan P. Joshi, Benjamin D. Leibowitz, Renyu Zhang, Aly A. Khan, and Martin Stumpe Journal of Clinical Oncology 2020 38:15_suppl, e16097-e16097 https://ascopubs.org/doi/abs/10.1200/JCO.2020.38.15_suppl.e16097
Published in Machine Learning for Healthcare Conference (MLHC), 2020
Caption Prediction; Histopathology Images
Recommended citation: Zhang, Renyu, et al. "Evaluating and interpreting caption prediction for histopathology images." Machine Learning for Healthcare Conference. PMLR, 2020. https://proceedings.mlr.press/v126/zhang20b.html
Published in 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE), 2020
Hyperbolic Attention Model; Histopathology Images
Recommended citation: Zhang, Renyu, Aly A. Khan, and Robert L. Grossman. "Evaluation of Hyperbolic Attention in Histopathology Images." 2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE). IEEE, 2020. https://ieeexplore.ieee.org/document/9288046
Published in The 12th International Conference on Learning Representations (ICLR), 2023
Deep Bayesian Active Learning
Recommended citation: Zhang, Renyu, et al. "Scalable Batch-Mode Deep Bayesian Active Learning via Equivalence Class Annealing." arXiv preprint arXiv:2112.13737 (2021). http://zhangrenyuuchicago.github.io/files/balance.pdf
Published in Medical Imaging meets NeurIPS workshop, 2023
Set-level Coarse-grained Labels; Instance-level Labels; Excess Risk
Recommended citation: Zhang, Renyu, Aly A. Khan, Yuxin Chen, and Robert L. Grossman. "Enhancing Instance-Level Image Classification with Set-Level Labels." arXiv preprint arXiv:2311.05659 (2023). https://arxiv.org/abs/2311.05659
Published in AI for Science: from Theory to Practice, 2023
Spatial transcriptomics (ST); Contrastive learning
Recommended citation: Song, Steven, Emaan Mohsin, Renyu Zhang, Andrey Kuznetsov, Le Shen, Robert L. Grossman, Christopher R. Weber, and Aly A. Khan. "ATAT: Automated Tissue Alignment and Traversal in Spatial Transcriptomics with Self-Supervised Learning." bioRxiv (2023): 2023-12. https://www.biorxiv.org/content/10.1101/2023.12.08.570839v1.full.pdf
Published in The Twelfth International Conference on Learning Representations (ICLR), 2024
Set-level Coarse-grained Labels; Instance-level Labels; Excess Risk
Recommended citation: Zhang, Renyu, Aly A. Khan, Yuxin Chen, and Robert L. Grossman. "Enhancing Instance-Level Image Classification with Set-Level Labels." arXiv preprint arXiv:2311.05659 (2023). https://arxiv.org/abs/2311.05659
Published:
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Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
Graduate course, University of Chinese Academy of Sciences, 2014
Graduate course, University of Chicago, 2020