Yuanjie Shi

According to our database, Yuanjie Shi authored at least 11 papers between 2023 and 2026.

Collaborative distances:

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

2026

Conformal Margin Risk Minimization: An Envelope Framework for Robust Learning under Label Noise.

Yuanjie Shi, Peihong Li, Zijian Zhang, Janardhan Rao Doppa, Yan Yan

CoRR, April, 2026

Think Bright, Diffuse Nice: Enhancing T2I-ICL via Inductive-Bias Hint Instruction and Query Contrastive Decoding.

Zhiyong Ma, Zhenpeng Li, Yuanjie Shi, Zhengping Li, Jiahao Chen, Qingyuan Chuai

CoRR, January, 2026

Minimum-Length Conformal Prediction Sets for Ordinal Classification.

Zijian Zhang, Xinyu Chen, Yuanjie Shi, Liyuan Lillian Ma, Zifan Xu, Yan Yan

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Cost-Sensitive Conformal Training with Provably Controllable Learning Bounds.

Xuesong Jia, Yuanjie Shi, Ziquan Liu, Yi Xu, Yan Yan

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Provably Minimum-Length Conformal Prediction Sets for Ordinal Classification.

Zijian Zhang, Xinyu Chen, Yuanjie Shi, Liyuan Lillian Ma, Zifan Xu, Yan Yan

CoRR, November, 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

Direct Prediction Set Minimization via Bilevel Conformal Classifier Training.

Yuanjie Shi, Hooman Shahrokhi, Xuesong Jia, Xiongzhi Chen, Jana Doppa, Yan Yan

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Reliable Uncertainty Quantification in Machine Learning via Conformal Prediction.

Yuanjie Shi

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

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

Zhiyong Ma, Zhengping Li, Yuanjie Shi, Jian Chen

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 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 37: 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