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Zitong Jerry Wang

2 accepted papers

2026

Lost in Tokenization: Context as the Key to Unlocking Biomolecular Understanding in Scientific LLMs

ICLR 2026poster

Scientific Large Language Models (Sci-LLMs) have emerged as a promising frontier for accelerating biological discovery. However, these models face a fundamental challenge when processing raw biomolecular sequences: the tokenization dilemma. Whether treating sequences as a specialized language, riski…

Cited by 0SourcecodeScholar
2025

ViTally Consistent: Scaling Biological Representation Learning for Cell Microscopy

ICML 2025poster

Deriving insights from experimentally generated datasets requires methods that can account for random and systematic measurement errors and remove them in order to accurately represent the underlying effects of the conditions being tested. Here we present a framework for pretraining on large-scale m…

Cited by 6SourcePDFScholar