Huilin Qu
- A Lorentz-Equivariant Transformer for All of the LHC
2024/11/01 by Johann Brehmer, Víctor Bresó, Brehmer, Johann +11 · 32 citations
Engineering · #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Particle Accelerators and Free-Electron Lasers #Particle accelerators and beam dynamics #Superconducting Materials and Applications
- Jet tagging in the Lund plane with graph networks
2020/12/15 by Frédéric A. Dreyer, Huilin Qu, Dreyer, Frédéric A. +2 · 9 citations
Computer Science · Medicine · Physics and Astronomy · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Particle physics theoretical and experimental studies #Radiation Detection and Scintillator Technologies #cs.CV #cs.LG #hep-ex #hep-ph
- ParticleNet: Jet Tagging via Particle Clouds
2019/02/28 by Huilin Qu, Loukas Gouskos · 3 citations
Physics and Astronomy · Computer Science · #hep-ph #cs.CV #hep-ex
- The Machine Learning landscape of top taggers
2019/02/28 by Gregor Kasieczka, G. Kasieczka, T. Plehn +51 · 4 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #Deep learning #Key (lock) #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions #Range (aeronautics) #Task (project management) #Training set #hep-ph
- Lorentz-Equivariance without Limitations
2025/08/20 by Luigi Favaro, Favaro, Luigi, Gerrit Gerhartz +13 · 8 citations
Physics and Astronomy · #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Noncommutative and Quantum Gravity Theories #Quantum Mechanics and Applications #Relativity and Gravitational Theory
- Virtues and Vices of Equivariant Transformers
2026/08/03 by Luigi Favaro, Tilman Plehn, Huilin Qu +1
Physics and Astronomy · #hep-ph #hep-ex