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Hye-Bin Shin

10 papers hereh-index 339 citations18 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author8
  • last author1

Across the 9 of 10 papers where every author was matched, so the position is known.

fields
  • cs.LG4
  • eess.SP2
  • cs.CL1
  • cs.CV1
  • cs.RO1
  • q-bio.NC1

identity via Semantic Scholar / OpenAlex

activity
20242026
most citedAligning Humans and Robots via Reinforcement Learning from Implicit Human Feedback

2 citations · 2 across the 8 of their papers we have counts for

collaborators
Showing eess.SPShow all

2 papers · 1 filter

eess.SP2025

Toward Adaptive BCIs: Enhancing Decoding Stability via User State-Aware EEG Filtering

Yeon-Woo Choi, Hye-Bin Shin, Dan Li

Brain-computer interfaces (BCIs) often suffer from limited robustness and poor long-term adaptability. Model performance rapidly degrades when user attention fluctuates, brain stat…

eess.SP2025

Personalized Continual EEG Decoding: Retaining and Transferring Knowledge

Dan Li, Hye-Bin Shin, Kang Yin +1

The significant inter-subject variability in electroen-cephalogram (EEG) signals often results in substantial changes to neural network weights as data distributions shift. This va…

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