Zhicheng Guo

PhD student, Duke University

Joined

September 2023

Names

Zhicheng Guo (Preferred)

Emails

****@duke.edu (Confirmed)

,

****@duke.edu (Confirmed)

Personal Links

Career & Education History

PhD student

Duke University (duke.edu)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Present

Expertise

Interpretable Machine Learning

2020 – Present

Deep Learning

2020 – Present

Publications

Cosine Similarity is Almost All You Need (for Prototypical-Part Models)
Luke Moffett, Frank Willard, Maximillian Machado, Emmanuel Mokel, Jon Donnelly, Zhicheng Guo, Adam Costarino, Julia Yang, Giyoung Kim, Alina Jade Barnett, Cynthia Rudin
- OpenReview Archive Direct Upload
- Readers: Everyone
Sparse learned kernels for interpretable and efficient medical time series processing
Sully Chen, Zhicheng Guo, Cheng Ding, Xiao Hu, Cynthia Rudin
- Nature Machine Intelligence
- Readers: Everyone
What is different between these datasets?
Varun Babbar, Zhicheng Guo, Cynthia Rudin
- JMLR
- Readers: Everyone
It's LIT! Reliability-Optimized LLMs with Inspectable Tools
Ruixin Zhang, Jon Donnelly, Zhicheng Guo, Ghazal Khalighinejad, Haiyang Huang, Alina Jade Barnett, Cynthia Rudin
- MTI-LLM @ NeurIPS 2025 Poster
- Readers: Everyone
Rashomon Sets for Prototypical-Part Networks: Editing Interpretable Models in Real-Time
Jon Donnelly, Zhicheng Guo, Alina Jade Barnett, Hayden McTavish, Chaofan Chen, Cynthia Rudin
- CVPR 2025
- Readers: Everyone

Co-Authors