Selected Publications

• 2026 Beyond a Better Score: Long-Horizon Agentic ML Development and Evaluation Protocol for Physics Time Series Yue Ma, Lucas Venetoulias, Akbota Assan, Aobo Li · Submitted to ICLR · Preprint arXiv ↗PDF ↗Zenodo ↗
• 2026 First Measurement of Solar Neutrinos through Elastic Neutrino-Electron Scattering at the keV Scale XENON Collaboration (including Yue Ma) · Preprint Corresponding author · statistical inference, data processing, detector response modeling arXiv ↗
• 2026 Density-Guided Conditional Neural Processes for Detector Efficiency Estimation Yue Ma, Aobo Li · Machine Learning and the Physical Sciences Workshop (ML4PS) 2026 arXiv ↗PDF ↗
• 2026 What does self-supervision add to engineered features for stellar light curves? Zijun Liu, Yue Ma, Christopher A. Theissen · Machine Learning and the Physical Sciences Workshop (ML4PS) 2026 arXiv ↗PDF ↗Code ↗
• 2026 Can LLMs Discover Scientific Laws in Real and Parallel Worlds? Yiming Huang, Ziche Liu, Zhuohang Wu, Yiqian Wang, Junxia Cui, Xinkai Zou, Lingjun Mao, Nan Huang, Naicheng Yu, Kaijie Zhu, Yue Ma, Kun Zhou, Letian Peng, Jingbo Shang · Submitted to ICLR · Preprint arXiv ↗PDF ↗Project ↗
• 2026 ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments Hejia Geng, Zesen Huang, …, Yue Ma, …, Ling Yang · Submitted to ICLR · Preprint arXiv ↗PDF ↗GitHub ↗
• 2026 Resilient Load Forecasting under Climate Change: Adaptive Conditional Neural Processes for Few-Shot Extreme Load Forecasting Chenxi Hu, Yue Ma, Yifan Wu, Yunhe Hou · Preprint arXiv ↗
• 2023 First Dark Matter Search with Nuclear Recoils from the XENONnT Experiment XENON Collaboration (including Yue Ma) · Physical Review Letters 131, 041003 Core contributor · event selection, efficiency modelling, background modelling arXiv ↗DOI ↗
• 2022 Search for New Physics in Electronic Recoil Data from XENONnT XENON Collaboration (including Yue Ma) · Physical Review Letters 129, 161805 Core contributor · detector response calibration, data processing algorithms arXiv ↗DOI ↗
• 2026 A New Concept of Liquid Xenon Time Projection Chamber for Medical Imaging Baron Li, Yue Ma, Kaixuan Ni · Journal of Instrumentation 21, C04019 arXiv ↗DOI ↗
• 2020 Millicharged Particles at Electron Colliders Jinhan Liang, Zuowei Liu, Yue Ma, Yu Zhang · Physical Review D 102, 015002 arXiv ↗DOI ↗

XENON Collaboration papers use alphabetical authorship; individual contributions are noted above.

Work I contributed to substantially without being listed as an author.

• 2025 RESuM: A Rare Event Surrogate Model for Physics Detector Design ICLR 2025 (Spotlight) Yue Ma · Contributed core algorithms and derivations arXiv ↗OpenReview ↗