Jianming Bian

According to our database, Jianming Bian authored at least 7 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Heterogeneous Point Set Transformers for Segmentation of Multiple View Particle Detectors.

Edgar E. Robles, Dikshant Sagar, Alejandro Yankelevich, Jianming Bian, Pierre Baldi, NOvA Collaboration

CoRR, October, 2025

Adapting Vision-Language Models for Neutrino Event Classification in High-Energy Physics.

Dikshant Sagar, Kaiwen Yu, Alejandro Yankelevich, Jianming Bian, Pierre Baldi

CoRR, September, 2025

Fine-Tuning Vision-Language Models for Neutrino Event Analysis in High-Energy Physics Experiments.

Dikshant Sagar, Kaiwen Yu, Alejandro Yankelevich, Jianming Bian, Pierre Baldi

CoRR, August, 2025

Particle Hit Clustering and Identification Using Point Set Transformers in Liquid Argon Time Projection Chambers.

Edgar E. Robles, Alejandro Yankelevich, Wenjie Wu, Jianming Bian, Pierre Baldi

CoRR, April, 2025

2023

Interpretable Joint Event-Particle Reconstruction for Neutrino Physics at NOvA with Sparse CNNs and Transformers.

Alexander Shmakov, Alejandro Yankelevich, Jianming Bian, Pierre Baldi

CoRR, 2023

2020

Deep-Learning-Based Kinematic Reconstruction for DUNE.

Junze Liu, Jordan Ott, Julian Collado, Benjamin Jargowsky, Wenjie Wu, Jianming Bian, Pierre Baldi

CoRR, 2020

2019

Efficient Neutrino Oscillation Parameter Inference with Gaussian Process.

Lingge Li, Nitish Nayak, Jianming Bian, Pierre Baldi

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019