Weicheng Zhu

PhD student, New York University

Joined

May 2021

Names

Weicheng Zhu (Preferred)

Emails

****@nyu.edu (Confirmed)

,

****@nyu.edu (Confirmed)

Personal Links

Career & Education History

PhD student

New York University (nyu.edu)

2020 – Present

Advisors, Relations & Conflicts

PhD Advisor

Carlos Fernandez-Granda

2020 – 2025

PhD Advisor

Narges Razavian

2020 – 2025

Expertise

Medical imaging

Present

Self-supervised learning

Present

Model Uncertainty

Present

Publications

3D Foundation Model for Generalizable Disease Detection in Head Computed Tomography
Weicheng Zhu, Haoxu Huang, Huanze Tan, Rushabh Musthyala, Boyang Yu, Long Chen, Emilio Vega, Thomas O'donnell, Reya Hayek, Lindsey Kuohn, Seena Dehkharghani, Jennifer A. Frontera, Arjun V. Masurkar, Kara Melmed, Narges Razavian
- Nature Biomedical Engineering
- Readers: Everyone
Foundation Models for Clinical Records at Health System Scale
Haresh Rengaraj Rajamohan, Xiang Gao, Weicheng Zhu, Shih-Lun Huang, Long Chen, Kyunghyun Cho, Cem M Deniz, Narges Razavian
- FMSD @ ICML 2025
- Readers: Everyone
Making Self-supervised Learning Robust to Spurious Correlation via Learning-speed Aware Sampling
Weicheng Zhu, Sheng Liu, Carlos Fernandez-Granda, Narges Razavian
- Accepted by TMLR
- Readers: Everyone
Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning
Kangning Liu, Weicheng Zhu, Yiqiu Shen, Sheng Liu, Narges Razavian, Krzysztof J. Geras, Carlos Fernandez-Granda
- 22 Sept 2022 (modified: 15 Jan 2026)
- ICLR 2023 Conference Withdrawn Submission
- Readers: Everyone
Deep Probability Estimation
Sheng Liu, Aakash Kaku, Weicheng Zhu, Matan Leibovich, Sreyas Mohan, Boyang Yu, Haoxiang Huang, Laure Zanna, Narges Razavian, Jonathan Niles-Weed, Carlos Fernandez-Granda
- 2022 (modified: 18 Oct 2022)
- ICML 2022
- Readers: Everyone
Adaptive Early-Learning Correction for Segmentation from Noisy Annotations
Sheng Liu, Kangning Liu, Weicheng Zhu, Yiqiu Shen, Carlos Fernandez-Granda
- 2022 (modified: 18 Oct 2022)
- CVPR 2022
- Readers: Everyone
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning
Weicheng Zhu, Carlos Fernandez-Granda, Narges Razavian
- 2022 (modified: 18 Oct 2022)
- CoRR 2022
- Readers: Everyone
Multiple Instance Learning via Iterative Self-Paced Supervised Contrastive Learning
Kangning Liu, Weicheng Zhu, Yiqiu Shen, Sheng Liu, Narges Razavian, Krzysztof J. Geras, Carlos Fernandez-Granda
- 2022 (modified: 04 Nov 2022)
- CoRR 2022
- Readers: Everyone
Interpretable Prediction of Lung Squamous Cell Carcinoma Recurrence With Self-supervised Learning
Weicheng Zhu, Carlos Fernandez-Granda, Narges Razavian
- Published: 28 Feb 2022, Last Modified: 15 Feb 2026
- MIDL 2022
- Readers: Everyone
Deep Probability Estimation
Weicheng Zhu, Matan Leibovich, Sheng Liu, Sreyas Mohan, Aakash Kaku, Boyang Yu, Laure Zanna, Narges Razavian, Carlos Fernandez-Granda
- Published: 28 Jan 2022, Last Modified: 12 Oct 2025
- ICLR 2022 Submitted
- Readers: Everyone

View all 15 publications

Co-Authors

View all 30 co-authors