Bingxi Liu

Bingxi (Binux) Liu

PhD Student in Computer Vision
Dept. of Electronic & Electrical Engineering
Southern University of Science and Technology (SUSTech)
& Peng Cheng Laboratory (PCL) · Shenzhen, China
About

I am a PhD student at SUSTech and Peng Cheng Laboratory, advised by Prof. Hong Zhang. My research focuses on Visual Place Recognition, geo-localization, and learning-based computer vision. Previously, I worked at Huawei, researched at CASIA, and earned my B.Eng. from CUMT.

Research Interests
Visual Place Recognition Geo-localization Image Retrieval Embodied AI Representation Learning Computer Vision
Selected Publications

Embodied-R²: Learning Mixture-of-Features with Embodied Constraints for Visual Place Retrieval and Re-ranking

Bingxi Liu, Calvin Chen, Shiyi Guo, Yihong Wu, Jinqiang Cui, Hong Zhang
Under Review · Visual Intelligence (Springer), 2025
📄 Paper

NPR: Nocturnal Place Recognition Using Nighttime Translation in Large-Scale Training Procedures

Bingxi Liu, et al.
IEEE Journal of Selected Topics in Signal Processing (JSTSP), 2024
💻 Code

NocPlace: Nocturnal Visual Place Recognition via Generative and Inherited Knowledge Transfer

Bingxi Liu, et al.
Preprint, 2024
💻 Code
Open-Source Projects

NocPlace

Nocturnal VPR via generative + inherited knowledge transfer

★ 14 · Python · MIT

NPR

Nocturnal Place Recognition [JSTSP 2024]

★ 5 · Python · MIT

SuperPlace

Super global representations for VPR

★ 10 · Python · MIT

FeatSR

Feature super-resolution for vision

★ 5 · Python

CA-Place

Context-aware place recognition

★ 2 · Python

Deep-VLCD

Benchmark for visual loop closure detection

★ 2 · Python
Education & Experience

PhD in Computer Vision

SUSTech & Peng Cheng Laboratory
Shenzhen, China · Present

Research Intern

Institute of Automation, Chinese Academy of Sciences (CASIA)
Beijing, China

Industry — Huawei

Computer Vision R&D

B.Eng.

China University of Mining and Technology (CUMT)