3 papers
cs.AI2026
Null Controls Are Necessary but Not Sufficient: Evaluating Acceptance Guards for Scientific Discovery and Interpretability
Tianyu Wu
Automated discovery systems propose scientific explanations and test which to accept. Does passing a test establish the intended claim? We develop four executable operations for ch…
q-bio.MN2026
Markovian Promoter Models: A Mechanistic Alternative to Hill Functions in Gene Regulatory Networks
Tianyu Wu
Gene regulatory networks are typically modeled using ordinary differential equations (ODEs) with phenomenological Hill functions to represent transcriptional regulation. While comp…
cs.CL2024
You Know What I'm Saying: Jailbreak Attack via Implicit Reference
Tianyu Wu, Lingrui Mei, Ruibin Yuan +3
While recent advancements in large language model (LLM) alignment have enabled the effective identification of malicious objectives involving scene nesting and keyword rewriting, o…