Xinghui Li
I am a final year DPhil Student at Active Vision Lab in University of Oxford.
I am supervised by Professor Victor Adrian Prisacariu .
I took my undergraduate studies at University of Oxford as well and received Master of Engineering with First Class Honour.
My research interest includes image feature matching, camera visual localization and generative models.
I joined Meta as a research scientist intern starting from July 2024.
I am currently looking for full-time positions.
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Projects
RegionDrag: Fast Region-Based Image Editing with Diffusion Models
Xinghui Li ,
Kai Han ,
ECCV , 2024
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A fast and versatile region-based image editing method.
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GaussCtrl: Multi-View Consistent Text-Driven 3D Gaussian Splatting Editing
Jing Wu *,
Jia-Wang Bian *,
Xinghui Li ,
Guangrun Wang ,
Ian Reid ,
Philip Torr ,
Victor Adrian Prisacariu
ECCV , 2024
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Text-driven multiview-consistent 3D Gaussian Splatting Editing through depth control and attention alignment.
When LLMs step into the 3D World: A Survey and Meta-Analysis of 3D Tasks via Multi-modal Large Language Models
Xianzheng Ma *,
Yash Bhalgat *,
Brandon Smart *,
Shuai Chen ,
Xinghui Li ,
Jian Ding ,
Jindong Gu ,
Dave Zhenyu Chen ,
Songyou Peng ,
Jia-Wang Bian ,
Philip Torr ,
Marc Pollefeys ,
Matthias Nießner ,
Ian Reid ,
Angel X. Chang ,
Iro Laina ,
Victor Adrian Prisacariu
ArXiv , 2024
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A survey paper that provides a comprehensive overview of the methodologies enabling LLMs to process, understand, and generate 3D data.
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Neural Refinement for Absolute Pose Regression with Feature Synthesis
Shuai Chen ,
Yash Bhalgat ,
Xinghui Li ,
Jiawang Bian ,
Kejie Li ,
Zirui Wang ,
Victor Adrian Prisacariu
CVPR , 2024
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A post-process for refining generic APRs using neural feature fields.
SD4Match: Learning to Prompt Stable Diffusion Model for Semantic Matching
Xinghui Li ,
Jingyi Lu,
Kai Han ,
Victor Adrian Prisacariu
CVPR , 2024
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Enhancing the discriminative power of Stable Diffusion on semantic matching by prompt tuning.
DualRC: A Dual-Resolution Learning Framework With Neighbourhood Consensus for Visual Correspondences
Xinghui Li ,
Kai Han ,
Shuda Li ,
Victor Adrian Prisacariu
TPAMI , 2023
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A flexible framework to learn both geometric and semantic matching.
SimSC: A Simple Framework for Semantic Correspondence with Temperature Learning
Xinghui Li ,
Kai Han ,
Xingchen Wan ,
Victor Adrian Prisacariu
ArXiv , 2023
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A simple temperature learning framework that enables accurate semantic matching using feature backbone only.
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DFNet: Enhance Absolute Pose Regression with Direct Feature Matching
Shuai Chen ,
Xinghui Li ,
Zirui Wang ,
Victor Adrian Prisacariu
ECCV , 2022
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Leveraging luma-prior NeRF and direct feature matching to enhance 6-DoF camera pose regression approaches.
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Disentangling 3D Attributes from a Single 2D Image: Human Pose, Shape and Garment
Xue Hu *,
Xinghui Li *,
Benjamin Busam ,
Yiren Zhou ,
Ales Leonardis ,
Shanxin Yuan
BMVC , 2022
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A 2D-to-3D disentanglment framework that learn pose, shape and garment attributes of a dressed human.
Dual-Resolution Correspondence Networks
Xinghui Li ,
Kai Han ,
Shuda Li ,
Victor Adrian Prisacariu
NeurIPS , 2020
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A dual-resolution network that adapts 4D neighbourhood consensus filtering to high-resolution images.
Academic Services
Conference Reviewer: CVPR 2023, 2024; ICCV 2023; ECCV 2024; NeurIPS 2024; AAAI 2023, 2024
Journal Reviewer: TIP 2023, 2024
