Mingxuan Liu

Ph.D.

Mingxuan Liu

2022–Present mingxuan.liu@unitn.it

Research Interests

Novel Class Discovery

Supervised by

Elisa Ricci

Elisa Ricci

Full Professor

Papers (5)

2026

CVPR Findings 2026

Organizing Unstructured Image Collections using Natural Language

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

2025

Superpowering Open-Vocabulary Object Detectors for X-ray Vision
ICCV 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
CVPR 2024 Highlight

SHiNe: Semantic Hierarchy Nexus for Open-vocabulary Object Detection

Mingxuan Liu, Tyler L. Hayes, Gabriela Csurka, Elisa Ricci, Riccardo Volpi
PDF Website
Democratizing Fine-grained Visual Recognition with Large Language Models
ICLR 2024

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
ECCV 2022

Class-incremental Novel Class Discovery

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