Mingxuan Liu

Mingxuan Liu

Ph.D.

2022–Present mingxuan.liu@unitn.it

Research Interests

Novel Class Discovery

Papers (5)

2026

Mingxuan Liu, Zhun Zhong, Jun Li, Gianni Franchi, Subhankar Roy, Elisa Ricci
Website

2025

Superpowering Open-Vocabulary Object Detectors for X-ray Vision

Pablo García Fernández, Lorenzo Vaquero, Mingxuan Liu, Feng Xue, Daniel Cores, Nicu Sebe, Manuel Mucientes, Elisa Ricci
PDF Website

2024

SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection
Highlight

Mingxuan Liu, Tyler L. Hayes, Gabriela Csurka, Elisa Ricci, Riccardo Volpi
PDF Website
Democratizing Fine-grained Visual Recognition with Large Language Models

Mingxuan Liu, Subhankar Roy, Wenjing Li, Zhun Zhong, Nicu Sebe, Elisa Ricci
PDF Website

2022

Class-incremental Novel Class Discovery

Subhankar Roy, Mingxuan Liu, Zhun Zhong, Nicu Sebe, Elisa Ricci
PDF Website