Xuemei Gu

14 papers Journal 14
YearRankTypeTitle / Venue / Authors
2025 J jnl
Discovering emergent connections in quantum physics research via dynamic word embeddings.
Mach. Learn. Sci. Technol.
Felix Frohnert, Xuemei Gu, Mario Krenn, Evert P. L. van Nieuwenburg
2025 J jnl
Forecasting high-impact research topics via machine learning on evolving knowledge graphs.
Mach. Learn. Sci. Technol.
Xuemei Gu, Mario Krenn
2025 J jnl
Towards autonomous quantum physics research using LLM agents with access to intelligent tools.
CoRR
Sören Arlt, Xuemei Gu, Mario Krenn
2024 J jnl
Deep quantum graph dreaming: deciphering neural network insights into quantum experiments.
Mach. Learn. Sci. Technol.
Tareq Jaouni, Sören Arlt, Carlos Ruiz-Gonzalez, Ebrahim Karimi, Xuemei Gu, Mario Krenn
2024 J jnl
Discovering emergent connections in quantum physics research via dynamic word embeddings.
CoRR
Felix Frohnert, Xuemei Gu, Mario Krenn, Evert P. L. van Nieuwenburg
2024 J jnl
Forecasting high-impact research topics via machine learning on evolving knowledge graphs.
CoRR
Xuemei Gu, Mario Krenn
2024 J jnl
Generation and human-expert evaluation of interesting research ideas using knowledge graphs and large language models.
CoRR
Xuemei Gu, Mario Krenn
2024 J jnl
Virtual Reality for Understanding Artificial-Intelligence-driven Scientific Discovery with an Application in Quantum Optics.
CoRR
Philipp Schmidt, Sören Arlt, Carlos Ruiz-Gonzalez, Xuemei Gu, Carla Rodríguez, Mario Krenn
2024 J jnl
Virtual reality for understanding artificial-intelligence-driven scientific discovery with an application in quantum optics.
Mach. Learn. Sci. Technol.
Philipp Schmidt, Sören Arlt, Carlos Ruiz-Gonzalez, Xuemei Gu, Carla Rodríguez, Mario Krenn
2023 J jnl
Deep Quantum Graph Dreaming: Deciphering Neural Network Insights into Quantum Experiments.
CoRR
Tareq Jaouni, Sören Arlt, Carlos Ruiz-Gonzalez, Ebrahim Karimi, Xuemei Gu, Mario Krenn
2023 J jnl
Digital Discovery of 100 diverse Quantum Experiments with PyTheus.
Quantum
Carlos Ruiz-Gonzalez, Sören Arlt, Jan Petermann, Sharareh Sayyad, Tareq Jaouni, Ebrahim Karimi, Nora Tischler, Xuemei Gu, Mario Krenn
2022 J jnl
Learning interpretable representations of entanglement in quantum optics experiments using deep generative models.
Nat. Mach. Intell.
Daniel Flam-Shepherd, Tony C. Wu, Xuemei Gu, Alba Cervera-Lierta, Mario Krenn, Alán Aspuru-Guzik
2021 J jnl
Learning Interpretable Representations of Entanglement in Quantum Optics Experiments using Deep Generative Models.
CoRR
Daniel Flam-Shepherd, Tony C. Wu, Xuemei Gu, Alba Cervera-Lierta, Mario Krenn, Alán Aspuru-Guzik
2020 J jnl
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
Xuemei Gu, Jiayong Liu, Pengsen Cheng, Xiang He