Mingcheng Zhu

Orcid: 0000-0002-1964-5437

Affiliations:
  • University of Oxford, UK


According to our database1, Mingcheng Zhu authored at least 10 papers between 2022 and 2026.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

Online presence:

On csauthors.net:

Bibliography

2026
From Token to Token Pair: Efficient Prompt Compression for Large Language Models in Clinical Prediction.
CoRR, May, 2026

Towards Generation-Efficient Uncertainty Estimation in Large Language Models.
CoRR, May, 2026

The Taxonomies, Training, and Applications of Event Stream Modelling for Electronic Health Records.
CoRR, March, 2026

Bridging data gaps of rare conditions in ICU: a multi-disease adaptation approach for clinical prediction.
npj Digit. Medicine, 2026

2025
Cross-Representation Benchmarking in Time-Series Electronic Health Records for Clinical Outcome Prediction.
CoRR, October, 2025

SegX: Improving Interpretability of Clinical Image Diagnosis with Segmentation-based Enhancement.
Proceedings of the AAAI Bridge Program on AI for Medicine and Healthcare, 2025

2024
Against linkage: A novel generative face anonymization framework with style diversification.
IET Image Process., 2024

DTR-Bench: An in silico Environment and Benchmark Platform for Reinforcement Learning Based Dynamic Treatment Regime.
CoRR, 2024

2023
A novel model compression method based on joint distillation for deepfake video detection.
J. King Saud Univ. Comput. Inf. Sci., October, 2023

2022
Recognizing irrelevant faces in short-form videos based on feature fusion and active learning.
Neurocomputing, 2022


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