1.2k citations
- The Graduate Center, CUNYUS28 papers
- City University of New YorkUS17 papers
- Centre National de la Recherche ScientifiqueFR7 papers
- Université Côte d'AzurFR5 papers
- City College of New YorkUS4 papers
- Laboratoire de physique de la matière condenséeFR4 papers
- Stony Brook UniversityUS4 papers
- College of Staten IslandUS3 papers
- RIKENJP3 papers
- Universidad de ZaragozaES3 papers
- University at Buffalo, State University of New YorkUS3 papers
- University of MichiganUS3 papers
Showing cs.LGShow all
3 papers · 1 filter
cs.LG2026★ 1 cited
LLM-ODE: Data-driven Discovery of Dynamical Systems with Large Language Models
Amirmohammad Ziaei Bideh, Jonathan Gryak
Discovering the governing equations of dynamical systems is a central problem across many scientific disciplines. As experimental data become increasingly available, automated equa…
cs.LG2021★ 2 cited
Topological Detection of Trojaned Neural Networks
Songzhu Zheng, Yikai Zhang, Hubert Wagner +2
Deep neural networks are known to have security issues. One particular threat is the Trojan attack. It occurs when the attackers stealthily manipulate the model's behavior through…
cs.LG2021★ 32 cited
Learning with Feature-Dependent Label Noise: A Progressive Approach
Yikai Zhang, Songzhu Zheng, Pengxiang Wu +2
Label noise is frequently observed in real-world large-scale datasets. The noise is introduced due to a variety of reasons; it is heterogeneous and feature-dependent. Most existing…