16 citations · 46 across the 9 of their papers we have counts for
9 papers
Searching for ALP Lepton Flavor Violation via ALP Decays at the LHC
Xiaochu Zheng, Ruitian Li, Jing Li +1
In the ALP model, lepton flavor violation (LFV) can arise from off-diagonal ALP-lepton couplings (), which are absent in the Standard Model. We focus on ALP prod…
Learnable cut flow for high energy physics
Jing Li, Hao Sun
Neural networks have emerged as a powerful paradigm for tasks in high energy physics, yet their opaque training process renders them as a black box. In contrast, the traditional cu…
HEP ML Lab: An end-to-end framework for applying machine learning into phenomenology studies
Jing Li, Hao Sun
Recent years have seen the development and growth of machine learning in high energy physics. There will be more effort to continue exploring its full potential. To make it easier…
Probing Heavy Neutrinos at the LHC from Fat-jet using Machine Learning
Wei Liu, Jing Li, Zixiang Chen +1
We explore the potential to use machine learning methods to search for heavy neutrinos, from their hadronic final states including a fat-jet signal, via the processes $pp \rightarr…
AdaSAM: Boosting Sharpness-Aware Minimization with Adaptive Learning Rate and Momentum for Training Deep Neural Networks
Hao Sun, Li Shen, Qihuang Zhong +6
Sharpness aware minimization (SAM) optimizer has been extensively explored as it can generalize better for training deep neural networks via introducing extra perturbation steps to…
Testing the seesaw mechanisms via displaced right-handed neutrinos from a light scalar at the HL-LHC
Wei Liu, Jiale Li, Jing Li +1
We investigate the pair production of right-handed neutrinos from the decay of a light scalar in the model. The scalar mixes to the SM Higgs, and the physi…
An Attention Based Neural Network for Jet Tagging
Jing Li, Hao Sun
Convolutional neural networks are basic structures using jet images as input for the jet tagging problems. However, what they have learned during the training process is always dif…
Double spin asymmetry in dihadron production in SIDIS off the longitudinally polarized nucleon target
Xuan Luo, Hao Sun, Jing Li +2
In this paper we study the double longitudinal spin asymmetry of dihadron production in semi-inclusive deep inelastic scattering (SIDIS). We calculate a unknown twist-3 dihadron fr…
Exploring the Anomalous Top-Higgs FCNC Couplings at the electron proton colliders
Hao Sun, Xuan Luo, Jing Li
We perform an updated analysis on the searches for the anomalous FCNC Yukawa interactions between the top quark, the Higgs boson, and either an up or charm quark ($\rm tqh,\ q=u,\…