Zizhang Chen

Machine Learning Engineer, Adobe Systems

Joined

May 2022

Names

Zizhang Chen (Preferred)

Emails

****@brandeis.edu (Confirmed)

****@adobe.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Machine Learning Engineer

Adobe Systems (adobe.com)

2025 – 2035

PhD student

Brandeis University (brandeis.edu)

2020 – 2025

Advisors, Relations & Conflicts

Coworker

Lei Zhang

2025 – Present

PhD Advisor

Pengyu hong

2020 – 2025

Expertise

No areas of expertise listed

Publications

Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models
Pengyu Hong, Zizhang Chen, Peizhao Li
- The 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics
- Readers: Everyone
Uncertainty Quantification for Clinical Outcome Predictions with (Large) Language Models
Zizhang Chen, Peizhao Li, Xiaomeng Dong, Pengyu Hong
- NAACL (Findings) 2025
- Readers: Everyone
GlycoNMR: Dataset and Benchmark of Carbohydrate-Specific NMR Chemical Shift for Machine Learning Research
Zizhang Chen, Ryan Paul Badman, Bethany Lachele Foley, Robert J Woods, Pengyu Hong
- Accepted by DMLR
- Readers: Everyone
Question Rephrasing for Quantifying Uncertainty in Large Language Models: Applications in Molecular Chemistry Tasks
Zizhang Chen, Pengyu Hong, Sandeep Madireddy
- CoRR 2024
- Readers: Everyone
Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry
Yoel Zimmermann, Adib Bazgir, Zartashia Afzal, Fariha Agbere, Qianxiang Ai, Nawaf Alampara, Alexander Al-Feghali, Mehrad Ansari, Dmytro Antypov, Amro Aswad, Jiaru Bai, Viktoriia Baibakova, Devi Dutta Biswajeet, Erik Bitzek, Joshua D. Bocarsly, Anna S. Borisova, Andres M. Bran, L. Catherine Brinson, Marcel Moran Calderon, Alessandro Canalicchio et al. (80 additional authors not shown)
- CoRR 2024
- Readers: Everyone
GlycoNMR: A Carbohydrate-Specific NMR Chemical Shift Dataset for Machine Learning Research
Zizhang Chen, Ryan Paul Badman, Bethany Lachele Foley, Robert J Woods, Pengyu Hong
- Submitted to ICLR 2024
- Readers: Everyone
Characterizing the Influence of Graph Elements
Zizhang Chen, Peizhao Li, Hongfu Liu, Pengyu Hong
- 30 Jan 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
GlycoNMR: Dataset and benchmarks for NMR chemical shift prediction of carbohydrates with graph neural networks
Zizhang Chen, Ryan Paul Badman, Lachele Foley, Robert Woods, Pengyu Hong
- CoRR 2023
- Readers: Everyone
Characterizing the Influence of Graph Elements
Zizhang Chen, Peizhao Li, Hongfu Liu, Pengyu Hong
- Published: 01 Jan 2023, Last Modified: 22 Feb 2024
- ICLR 2023
- Readers: Everyone

View all 13 publications

Co-Authors

View all 111 co-authors