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Zhongtao Chen

2 accepted papers

2026

Nonparametric Teaching of Attention Learners

ICLR 2026poster

Attention learners, neural networks built on the attention mechanism, e.g., transformers, excel at learning the implicit relationships that relate sequences to their corresponding properties, e.g., mapping a given sequence of tokens to the probability of the next token. However, the learning process…

Cited by 0SourcecodeScholar
2024

Du-IN: Discrete units-guided mask modeling for decoding speech from Intracranial Neural signals

NeurIPS 2024poster

Invasive brain-computer interfaces with Electrocorticography (ECoG) have shown promise for high-performance speech decoding in medical applications, but less damaging methods like intracranial stereo-electroencephalography (sEEG) remain underexplored. With rapid advances in representation learning,…