Presentations at International Conferences/Workshops

Last update on 10 April, 2024.

See a map of all the places I've given a talk!

2024

AthenaTriton: A Tool for running Machine Learning Inference as a Service in Athena ToPDF

Dr. Yuan-Tang Chou, 27th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2024), Auditorium Maximum of Jagiellonian University, Krakow, Poland, March 14, 2024

Machine Learning Inference in Athena with ONNXRuntime ToPDF

Dr. Xiangyang Ju, 27th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2024), Auditorium Maximum of Jagiellonian University, Krakow, Poland, March 14, 2024

ACTS as a Service ToPDF

Dr. Yuan-Tang Chou, 22nd International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2024), Stony Brook University, Long Island, NY, USA, March 14, 2024

Leveraging Language Models for Particle Reconstruction ToPDF

Dr. Xiangyang Ju, 22nd International Workshop on Advanced Computing and Analysis Techniques in Physics Research (ACAT 2024), Stony Brook University, Long Island, NY, USA, March 12, 2024

2023

A Generalist Model for Particle Tracking ToPDF

Dr. Xiangyang Ju, 8th International Connecting The Dots Workshop (CTD 2023), Place du village, Toulouse, France, October 11, 2023

Graph Neural Network-based Tracking as a Service ToPDF

Dr. Xiangyang Ju, 8th International Connecting The Dots Workshop (CTD 2023), Place du village, Toulouse, France, October 10, 2023

Large Language Models ToPDF

Dr. Xiangyang Ju, US ATLAS ML Training 2023, NERSC, Berkley, CA, USA, July 28, 2023

Simulation of Hadronic Interactions with Deep Generative Models ToPDF

Mr. Tuan Minh Pham, 26th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2023), Norfolk Waterside Marriott, Norfolk, US, May 11, 2023

Event Generator Tuning Incorporating MC Systematic Uncertainty ToPDF

Dr. Xiangyang Ju, 26th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2023), Norfolk Waterside Marriott, Norfolk, US, May 09, 2023

Deep generative models for generating Drell-Yan events in the ATLAS collaboration at the LHC ToPDF

Dr. Xiangyang Ju, 26th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2023), Norfolk Waterside Marriott, Norfolk, US, May 09, 2023

Physics Performance of the ATLAS GNN4ITk Track Reconstruction Chain ToPDF

Dr. Xiangyang Ju, 26th International Conference on Computing in High Energy and Nuclear Physics (CHEP 2023), Norfolk Waterside Marriott, Norfolk, US, May 08, 2023

2022

Track Reconstruction using Geometric Deep Learning in the Straw Tube Tracker (STT) at the PANDA Experiment ToPDF

Mr. Adeel Akram, 7th International CTD Workshop, Princeton University, Princeton, US, June 02, 2022

ExaTrkX as a Service ToPDF

Dr. Xiangyang Ju, 7th International CTD Workshop, Princeton University, Princeton, US, May 31, 2022

ATLAS ITk Track Reconstruction with a GNN-based Pipeline ToPDF

Ms. Charline Rougier, 7th International CTD Workshop, Princeton University, Princeton, US, May 31, 2022

2021

Accelerating the Inference Time of Machine Learning-based Track Finding Pipeline ToPDF

Prof. Alina Lazar, ACAT 2021, Virtual and IBS Science Culture Center, Daejeon, South Korea, December 01, 2021

Graph Neural Network for Large Radius Tracking ToPDF

Mr. Chunyi Wang, ACAT 2021, Virtual and IBS Science Culture Center, Daejeon, South Korea, November 28, 2021

root2gnn: GNN for HEP data ToPDF

Dr. Xiangyang Ju, PyHEP 2021 (virtual) Workshop, online, online, July 07, 2021

Physics and Computing Performance of the Exa.TrkX TrackML Pipeline ToPDF

Dr. Daniel Murnane, 25th International Conference on Computing in High-Energy and Nuclear Physics, online, online, May 20, 2021

Apprentice for Event Generator Tuning ToPDF

Dr. Mohan Krishnamoorthy, 25th International Conference on Computing in High-Energy and Nuclear Physics, online, online, May 18, 2021

2020

Distributed training of graph neural network at HPC ToPDF

Dr. Xiangyang Ju, 4th Inter-experimenet Machine Learning Workshop, online, online, October 22, 2020

Tracking GNN Walk Through ToPDF

Dr. Xiangyang Ju and Dr. Daniel Murnane, 4th Inter-experimenet Machine Learning Workshop, online, online, October 22, 2020

Graph Neural Network-based Event Classification for Measurement of the Higgs-Top Yukawa Interaction ToPDF

Mr. Ryan Roberts, 4th Inter-experimenet Machine Learning Workshop, online, online, October 22, 2020

2019

Graph Neural Network for Particle Reconstruction in High Energy Physics detectors ToPDF

Dr. Xiangyang Ju, 33rd Annual Conference on Neural Information Processing Systems, Vancouver Conventional Center, Vancouver, Canada, December 14, 2019

HEP.TrkX Charged Particle Tracking using Graph Neural Network ToPDF

Dr. Xiangyang Ju, Connecting The Dots / Intelligent Trackers, Jardi Botanic de Valencia, Valencia, Spain, April 03, 2019

2018

A novel workflow of generator tunings in HPC for LHC new physics searches ToPDF

Dr. Xiangyang Ju, Physics Event Generator Computing Workshop, CERN, Meyrin, Switzerland, November 27, 2018

2017

Search for heavy ZZ resonances in the four-lepton and llνν final states with the ATLAS detector ToPDF

Mr. Xiangyang Ju, Meeting of APS Division of Particle and Field, Fermi Accelerator National Laboratory, DuPage County, IL, US, August 03, 2017

2016

Study of the properties of the Higgs boson and searches for new physics with the Higgs boson at ATLAS using 13 TeV data ToPDF

Mr. Xiangyang Ju, , Ecole Polytechnique Federale de Lausanne, Lausanne, Switzerland, October 03, 2016

Search for BSM physics including dark matter at ATLAS ToPDF

Mr. Xiangyang Ju, 2016 UCLA Dark Matter Conference, University of California Los Angeles, Los Angeles, USA, February 18, 2016

2014

Selected key perspectives of H → ZZ analysis in LHC Run 2 ToPDF

Mr. Xiangyang Ju, ATLAS Higgs group workshop, Sapienza Universita di Roma, Rome, Italy, April 18, 2014

2013

Observation and measurements of the Higgs boson in the four-lepton decay mode ToPDF

Mr. Xiangyang Ju, International Symposium on Higgs Physics, IHEP, Beijing, China, August 15, 2013

Observation of the new Higgs-like particle in the four-lepton decay channel with the ATLAS detector ToPDF

Mr. Xiangyang Ju, 113rd LHCC Meeting, CERN, Geneva, Switzerland, March 13, 2013