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Yu Chen

Orcid: 0000-0001-8938-9806

Affiliations:
  • Imperial College London, UK
  • University of Bristol, UK (PhD 2021)


According to our database1, Yu Chen authored at least 6 papers between 2022 and 2025.

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

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2025
A Closer Look at Transformers for Time Series Forecasting: Understanding Why They Work and Where They Struggle.
[BibTeX]
[DOI]
Yu Chen
,
Nathalia Céspedes
,
Payam M. Barnaghi
Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024
Enabling Regional Explainability by Automatic and Model-agnostic Rule Extraction.
[BibTeX]
[DOI]
Yu Chen
,
Tianyu Cui
,
Alexander Capstick
,
Nan Fletcher-Lloyd
,
Payam M. Barnaghi
CoRR, 2024

Representation Learning of Daily Movement Data Using Text Encoders.
[BibTeX]
[DOI]
Alexander Capstick
,
Tianyu Cui
,
Yu Chen
,
Payam M. Barnaghi
CoRR, 2024

2023
TIHM: An open dataset for remote healthcare monitoring in dementia.
[BibTeX]
[DOI]
Francesca Palermo
,
Yu Chen
,
Alexander Capstick
,
Nan Fletcher-Lloyd
,
Chloe Walsh
,
Samaneh Kouchaki
,
Jessica True
,
Olga Balazikova
,
Eyal Soreq
,
Gregory Scott
,
Helen Rostill
,
Ramin Nilforooshan
,
Payam M. Barnaghi
Dataset, February, 2023

Interpreting Differentiable Latent States for Healthcare Time-series Data.
[BibTeX]
[DOI]
Yu Chen
,
Nivedita Bijlani
,
Samaneh Kouchaki
,
Payam M. Barnaghi
CoRR, 2023

2022
Self-Enhancer: A Self-supervised Framework for Low-Supervision, Drifted Data with Significant Missing Values.
[BibTeX]
[DOI]
Yu Chen
,
Peter A. Flach
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022


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