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Zijia Liu

3 accepted papers

2025

SafeScientist: Enhancing AI Scientist Safety for Risk-Aware Scientific Discovery

EMNLP 2025

Recent advancements in large language model (LLM) agents have significantly accelerated scientific discovery automation, yet concurrently raised critical ethical and safety concerns. To systematically address these challenges, we introduce **SafeScientist**, an innovative AI scientist framework expl

2023

Attentive Transfer Entropy to Exploit Transient Emergence of Coupling Effect

NeurIPS 2023spotlight

We consider the problem of reconstructing coupled networks (e.g., biological neural networks) connecting large numbers of variables (e.g.,nerve cells), of which state evolution is governed by dissipative dynamics consisting of strong self-drive (dominants the evolution) and weak coupling-drive. The…

Cited by 3SourcePDFScholar