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HTTP/2 200 server: GitHub.com content-type: text/html; charset=utf-8 last-modified: Fri, 26 Sep 2025 01:45:40 GMT access-control-allow-origin: * strict-transport-security: max-age=31556952 etag: W/"68d5f044-270f" expires: Tue, 30 Dec 2025 04:14:58 GMT cache-control: max-age=600 content-encoding: gzip x-proxy-cache: MISS x-github-request-id: 666D:292AC1:99066A:ABEE66:69534F69 accept-ranges: bytes age: 0 date: Tue, 30 Dec 2025 04:04:58 GMT via: 1.1 varnish x-served-by: cache-bom-vanm7210080-BOM x-cache: MISS x-cache-hits: 0 x-timer: S1767067498.252450,VS0,VE220 vary: Accept-Encoding x-fastly-request-id: 17dba83ddf17874536858669e2ea29678ad740db content-length: 2585 Longfei Liu

Longfei Liu

Email: liulfeiah@gmail.com

Bio:I am a prospective master's graduate from Guilin University of Electronic Technology, majoring in Applied Statistics but passionate about Artificial Intelligence. Currently, under the guidance of Dr. Xi Shen, I am actively striving to produce quality work.

GitHub

Google Scholar

News

09 / 2025 We have released our paper: Real-Time Object Detection Meets DINOv3 on arXiv. We not only achieve state-of-the-art results on the COCO dataset, but also, to the best of our knowledge, our S model is the first to surpass 50 AP(50.9) with fewer than 10M parameters.

09 / 2024 We have released our paper: From COCO to COCO-FP: A Deep Dive into Background False Positives for COCO Detectors on arXiv. Our proposed COCO-FP dataset is now available here.

Research

^* indicates equal contribution.
⁺ indicates corresponding author.
Representative papers are highlighted.

Real-Time Object Detection Meets DINOv3

Shihua Huang^*, Yongjie Hou^*, Longfei Liu^*, Xuanlong Yu, Xi Shen⁺

Arxiv
[Code]

From COCO to COCO-FP: A Deep Dive into Background False Positives for COCO Detectors

Longfei Liu, Wen Guo, Shihua Huang, Cheng Li, Xi Shen⁺

Arxiv
[Code]

Others

09 / 2024: I am currently an intern at Intellindust, supervised by Dr. Xi Shen and Dr. Cheng Li.

07 / 2025: Join IntelIndust as an algorithm engineer and continue working with Dr. Xi Shen.

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