Yuanjie Shi

PhD student, EECS, Washington State University

Joined

January 2023

Names

Yuanjie Shi (Preferred)

Emails

****@wsu.edu (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

PhD student

EECS, Washington State University (wsu.edu)

2021 – Present

Advisors, Relations & Conflicts

PhD Advisor

Yan Yan

2021 – Present

Expertise

Machine Learning

Present

Uncertainty Quantification

Present

Conformal Prediction

Present

Publications

Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under Label Noise
Yuanjie Shi, Peihong Li, Zijian Zhang, Jana Doppa, Yan Yan
- AISTATS 2026 Poster
- Readers: Everyone
Keep the Best, Forget the Rest: Reliable Alignment with Order-Aware Preference Optimization
Jiahui Zhu, Yuanjie Shi, Xiyue Peng, Xin Liu, Yan Yan, Honghao Wei
- ICLR 2026 Poster
- Readers: Everyone
Federated R\'enyi Fair Inference in Federated Heterogeneous System
Zhiyong Ma, Yuanjie Shi, Yan Yan, Jian Chen
- UAI 2025 Poster
- Readers: Everyone
Direct Prediction Set Minimization via Bilevel Conformal Classifier Training
Yuanjie Shi, Hooman Shahrokhi, Xuesong Jia, Xiongzhi Chen, Jana Doppa, Yan Yan
- ICML 2025 poster
- Readers: Everyone
FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization
Zhiyong Ma, Zhengping Li, Yuanjie Shi, Jian Chen
- AAAI 2025
- Readers: Everyone
Reliable Uncertainty Quantification in Machine Learning via Conformal Prediction
Yuanjie Shi
- AAAI 2025
- Readers: Everyone
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
Yuanjie Shi, SUBHANKAR GHOSH, Taha Belkhouja, Jana Doppa, Yan Yan
- NeurIPS 2024 poster
- Readers: Everyone
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
Yuanjie Shi, Subhankar Ghosh, Taha Belkhouja, Janardhan Rao Doppa, Yan Yan
- CoRR 2024
- Readers: Everyone
Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration
Yuanjie Shi, Subhankar Ghosh, Taha Belkhouja, Jana Doppa, Yan Yan
- NeurIPS 2024
- Readers: Everyone
Class-Conditional Conformal Prediction for Imbalanced Data via Top-$k$ Classes
Yuanjie Shi, SUBHANKAR GHOSH, Taha Belkhouja, Jana Doppa, Yan Yan
- Submitted to ICLR 2024
- Readers: Everyone

View all 13 publications

Yuanjie Shi

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors