Xuemei Gu

According to our database, Xuemei Gu authored at least 8 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Deep quantum graph dreaming: deciphering neural network insights into quantum experiments.

Tareq Jaouni, Sören Arlt, Carlos Ruiz-Gonzalez, Ebrahim Karimi, Xuemei Gu, Mario Krenn

Mach. Learn. Sci. Technol., March, 2024

Virtual reality for understanding artificial-intelligence-driven scientific discovery with an application in quantum optics.

Philipp Schmidt, Sören Arlt, Carlos Ruiz-Gonzalez, Xuemei Gu, Carla Rodríguez, Mario Krenn

Mach. Learn. Sci. Technol., 2024

Discovering emergent connections in quantum physics research via dynamic word embeddings.

Felix Frohnert, Xuemei Gu, Mario Krenn, Evert P. L. van Nieuwenburg

CoRR, 2024

Generation and human-expert evaluation of interesting research ideas using knowledge graphs and large language models.

Xuemei Gu, Mario Krenn

CoRR, 2024

Forecasting high-impact research topics via machine learning on evolving knowledge graphs.

Xuemei Gu, Mario Krenn

CoRR, 2024

2023

Digital Discovery of 100 diverse Quantum Experiments with PyTheus.

Carlos Ruiz-Gonzalez, Sören Arlt, Jan Petermann, Sharareh Sayyad, Tareq Jaouni, Ebrahim Karimi, Nora Tischler, Xuemei Gu, Mario Krenn

Quantum, December, 2023

2022

Learning interpretable representations of entanglement in quantum optics experiments using deep generative models.

Daniel Flam-Shepherd, Tony C. Wu, Xuemei Gu, Alba Cervera-Lierta, Mario Krenn, Alán Aspuru-Guzik

Nat. Mach. Intell., 2022

2020

基于增强BiLSTM-CRF模型的推文恶意软件名称识别 (Malware Name Recognition in Tweets Based on Enhanced BiLSTM-CRF Model).

Xuemei Gu, Jiayong Liu, Pengsen Cheng, Xiang He

计算机科学, 2020