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Junyi Yao

3 accepted papers

2026

Lightweight Transformer for EEG Classification via Balanced Signed Graph Algorithm Unrolling

ICLR 2026poster

Samples of brain signals collected by EEG sensors have inherent anti-correlations that are well modeled by negative edges in a finite graph. To differentiate epilepsy patients from healthy subjects using collected EEG signals, we build lightweight and interpretable transformer-like neural nets by…

Cited by 0SourceScholar
2024

PromptCoT: Align Prompt Distribution via Adapted Chain-of-Thought

CVPR 2024poster

Diffusion-based generative models have exhibited remarkable capability in the production of high-fidelity visual content such as images and videos. However their performance is significantly contingent upon the quality of textual inputs commonly referred to as "prompts". The process of traditional p…

Cited by 5SourcePDFScholar
2023

Centimeter-Scale Underwater Robot With High-Speed Inspired by Jellyfish

RA-L 2023

Centimeter-scale underwater robots have important applications in underwater resource exploration, environmental monitoring, equipment fault diagnosis, and military applications. However, developing small underwater robots remains a challenge because of the limitation of miniaturized structures. In

Cited by 13SourceScholar