Xing Shen

According to our database, Xing Shen authored at least 5 papers between 2024 and 2026.

Collaborative distances:

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

2026

BayesAgent: Bayesian Agentic Reasoning Under Uncertainty via Verbalized Probabilistic Graphical Modeling.

Hengguan Huang, Xing Shen, Guang-Yuan Hao, Songtao Wang, Lingfa Meng, Dianbo Liu, David A. Duchêne, Hao Wang, Samir Bhatt

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Improving Robustness and Reliability in Medical Image Classification With Latent-Guided Diffusion and Nested-Ensembles.

Xing Shen, Hengguan Huang, Brennan Nichyporuk, Tal Arbel

IEEE Trans. Medical Imaging, December, 2025

Exposing and Mitigating Calibration Biases and Demographic Unfairness in MLLM Few-Shot In-Context Learning for Medical Image Classification.

Xing Shen, Justin Szeto, Mingyang Li, Hengguan Huang, Tal Arbel

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Prompt4Trust: A Reinforcement Learning Prompt Augmentation Framework for Clinically-Aligned Confidence Calibration in Multimodal Large Language Models.

Anita Kriz, Elizabeth Laura Janes, Xing Shen, Tal Arbel

Proceedings of the IEEE/CVF International Conference on Computer Vision, ICCV 2025, 2025

2024

Verbalized Probabilistic Graphical Modeling with Large Language Models.

Hengguan Huang, Xing Shen, Songtao Wang, Dianbo Liu, Hao Wang

CoRR, 2024