Yuanjie Shi

According to our database, Yuanjie Shi authored at least 6 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training.

Yuanjie Shi, Hooman Shahrokhi, Xuesong Jia, Xiongzhi Chen, Janardhan Rao Doppa, Yan Yan

CoRR, June, 2025

Federated Rényi Fair Inference in Federated Heterogeneous System.

Zhiyong Ma, Yuanjie Shi, Yan Yan, Jian Chen

Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2025

Reliable Uncertainty Quantification in Machine Learning via Conformal Prediction.

Yuanjie Shi

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization.

Zhiyong Ma, Zhengping Li, Yuanjie Shi, Jian Chen

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Conformal Prediction for Class-wise Coverage via Augmented Label Rank Calibration.

Yuanjie Shi, Subhankar Ghosh, Taha Belkhouja, Jana Doppa, Yan Yan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

Probabilistically robust conformal prediction.

Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja, Yan Yan, Jana Doppa, Brian Jones

Proceedings of the Uncertainty in Artificial Intelligence, 2023