Xuemei Gu

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 9

Top Topics

Feature Representations

Quantum Computation

Scientific Discovery

Top Venues

Mach. Learn. Sci. Technol.

Nat. Mach. Intell.

Publications

Xuemei Gu, Mario Krenn
Forecasting high-impact research topics via machine learning on evolving knowledge graphs. CoRR (2024)
Philipp Schmidt, Sören Arlt, Carlos Ruiz-Gonzalez, Xuemei Gu, Carla Rodríguez, Mario Krenn
Virtual Reality for Understanding Artificial-Intelligence-driven Scientific Discovery with an Application in Quantum Optics. CoRR (2024)
Tareq Jaouni, Sören Arlt, Carlos Ruiz-Gonzalez, Ebrahim Karimi, Xuemei Gu, Mario Krenn
Deep quantum graph dreaming: deciphering neural network insights into quantum experiments. Mach. Learn. Sci. Technol. 5 (1) (2024)
Xuemei Gu, Mario Krenn
Generation and human-expert evaluation of interesting research ideas using knowledge graphs and large language models. CoRR (2024)
Tareq Jaouni, Sören Arlt, Carlos Ruiz-Gonzalez, Ebrahim Karimi, Xuemei Gu, Mario Krenn
Deep Quantum Graph Dreaming: Deciphering Neural Network Insights into Quantum Experiments. CoRR (2023)
Carlos Ruiz-Gonzalez, Sören Arlt, Jan Petermann, Sharareh Sayyad, Tareq Jaouni, Ebrahim Karimi, Nora Tischler, Xuemei Gu, Mario Krenn
Digital Discovery of 100 diverse Quantum Experiments with PyTheus. Quantum 7 (2023)
Daniel Flam-Shepherd, Tony C. Wu, Xuemei Gu, Alba Cervera-Lierta, Mario Krenn, Alán Aspuru-Guzik
Learning interpretable representations of entanglement in quantum optics experiments using deep generative models. Nat. Mach. Intell. 4 (6) (2022)
Daniel Flam-Shepherd, Tony C. Wu, Xuemei Gu, Alba Cervera-Lierta, Mario Krenn, Alán Aspuru-Guzik
Learning Interpretable Representations of Entanglement in Quantum Optics Experiments using Deep Generative Models. CoRR (2021)
Xuemei Gu, Jiayong Liu, Pengsen Cheng, Xiang He
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). 计算机科学 47 (2) (2020)