Shi, Yuanjie

7 publications

ICLR 2026 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

ICML 2025 Direct Prediction Set Minimization via Bilevel Conformal Classifier Training Yuanjie Shi, Hooman Shahrokhi, Xuesong Jia, Xiongzhi Chen, Jana Doppa, Yan Yan

AAAI 2025 FedSum: Data-Efficient Federated Learning Under Data Scarcity Scenario for Text Summarization Zhiyong Ma, Zhengping Li, Yuanjie Shi, Jian Chen

UAI 2025 Federated Rényi Fair Inference in Federated Heterogeneous System Zhiyong Ma, Yuanjie Shi, Yan Yan, Jian Chen

AAAI 2025 Reliable Uncertainty Quantification in Machine Learning via Conformal Prediction Yuanjie Shi

NeurIPS 2024 Conformal Prediction for Class-Wise Coverage via Augmented Label Rank Calibration Yuanjie Shi, Subhankar Ghosh, Taha Belkhouja, Janardhan Rao Doppa, Yan Yan

UAI 2023 Probabilistically Robust Conformal Prediction Subhankar Ghosh, Yuanjie Shi, Taha Belkhouja, Yan Yan, Jana Doppa, Brian Jones