2 papers
q-bio.GN2026
DNACHUNKER: Learnable Tokenization for DNA Language Models
Taewon Kim, Jihwan Shin, Hyomin Kim +5
DNA language models are increasingly used to represent genomic sequence, yet their effectiveness depends critically on how raw nucleotides are converted into model inputs. Unlike n…
cs.LG2025
Fourier Neural Operators for Non-Markovian Processes:Approximation Theorems and Experiments
Wonjae Lee, Taeyoung Kim, Hyungbin Park
This paper introduces an operator-based neural network, the mirror-padded Fourier neural operator (MFNO), designed to learn the dynamics of stochastic systems. MFNO extends the sta…