🧑‍🔬 Lingxi Xie

🏛️ Affiliations

🏢Huawei TechnologiesShenzhen · China2018–2026 · 117 paperscurrent🎓Johns Hopkins UniversityBaltimore · United States2016–2023 · 44 papers🎓Tsinghua UniversityBeijing · China2009–2021 · 18 papers🔬State Key Laboratory of Intelligent Technology and SystemsBeijing · China2013–2015 · 6 papers🎓University of California, Los AngelesLos Angeles · United States2015–2020 · 5 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 5 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

2010s

📄 Papers

The most cited first (OpenAlex and our library).

1. 4D Gaussian Splatting for Real-Time Dynamic Scene Rendering (2023 · 887 citations)
   Rendering dynamic scenes from new viewpoints and timestamps is hard to do both accurately and quickly. NeRF-style methods remain slow at render time. The obvious extension of 3D Gaussian Splatting (3D-GS) is to fit separate Gaussians for every frame, as Dynamic3DGS does, but then storage grows with sequence length.…
2. Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and Evaluation (2019 · 732 citations)
   Differentiable NAS methods such as DARTS cut search costs a lot, but the cells they find often lose accuracy when used in the final model or moved to another dataset.
3. Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather Forecast (2022 · 133 citations)
   Numerical weather prediction (NWP) solves physical equations on supercomputers. It is slow, which limits timeliness and ensemble size, and its parameterizations introduce errors. Earlier deep learning forecasters such as FourCastNet were fast but less accurate than ECMWF's operational IFS.

All works

18 works of theirs in our library, the most cited first; 3 with a page here, the others link their original until we summarise them.

1. CenterNet: Keypoint Triplets for Object Detection ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetKaiwen Duan et al.2019 · 3,627 citations
2. VMamba: Visual State Space Model ↗neural information processing systems · no summary yetYue Liu et al.2024 · 1,356 citations
3. 4D Gaussian Splatting for Real-Time Dynamic Scene RenderingIEEE Computer Society Conference on Computer Vision and Pattern RecognitionGuanjun Wu, Taoran Yi, Jiemin Fang, et al.2023 · 887 citations
4. Conformer: Local Features Coupling Global Representations for Visual Recognition ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetZhiliang Peng et al.2021 · 836 citations
5. Progressive Differentiable Architecture Search: Bridging the Depth Gap between Search and EvaluationIEEE/CVF International Conference on Computer Vision (ICCV)Xin Chen, Lingxi Xie, Jun Wu, et al.2019 · 732 citations
6. SIXray: A Large-Scale Security Inspection X-Ray Benchmark for Prohibited Item Discovery in Overlapping Images ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetCaijing Miao et al.2019 · 363 citations
7. Attention-Guided Unified Network for Panoptic Segmentation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetYanwei Li et al.2019 · 270 citations
8. Visformer: The Vision-friendly Transformer ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetZhengsu Chen et al.2021 · 257 citations
9. Snapshot Distillation: Teacher-Student Optimization in One Generation ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetChenglin Yang et al.2019 · 218 citations
10. DisturbLabel: Regularizing CNN on the Loss Layer ↗IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · no summary yetLingxi Xie et al.2016 · 213 citations
11. Conformer: Local Features Coupling Global Representations for Recognition and Detection ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetZhiliang Peng et al.2023 · 188 citations
12. GaussianDreamer: Fast Generation from Text to 3D Gaussians by Bridging 2D and 3D Diffusion Models ↗arXiv:2310.08529 · no summary yetTaoran Yi et al.2023 · 170 citations
13. Training Deep Neural Networks in Generations: A More Tolerant Teacher Educates Better Students ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetChenglin Yang et al.2019 · 143 citations
14. Pangu-Weather: A 3D High-Resolution Model for Fast and Accurate Global Weather ForecastarXiv:2211.02556Kaifeng Bi, Lingxi Xie, Hengheng Zhang, et al.2022 · 133 citations
15. GaussianEditor: Editing 3D Gaussians Delicately with Text Instructions ↗arXiv:2311.16037 · no summary yetJunjie Wang et al.2023 · 106 citations
16. Progressive Instance-Aware Feature Learning for Compositional Action Recognition ↗IEEE Transactions on Pattern Analysis and Machine Intelligence · no summary yetRui Yan et al.2023 · 95 citations
17. Weight-Sharing Neural Architecture Search: A Battle to Shrink the Optimization Gap ↗ACM Computing Surveys · no summary yetLingxi Xie et al.2021 · 93 citations
18. MSG-Transformer: Exchanging Local Spatial Information by Manipulating Messenger Tokens ↗arXiv:2105.15168 · no summary yetJiemin Fang et al.2021 · 85 citations

🤝 Co-authors here

6 co-authors with a page, the most papers together first.

• Qi Tian ×3
• Xin Chen ×2
• Wei Wei
• Wenyu Liu
• Xiaotao Gu
• Xinggang Wang

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• IEEE/CVF International Conference on Computer Vision (ICCV) ×4: ICCV 2019
• IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings ×4
• IEEE Transactions on Pattern Analysis and Machine Intelligence ×2
• IEEE Computer Society Conference on Computer Vision and Pattern Recognition: IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023
• ACM Computing Surveys
• Proceedings of the AAAI Conference on Artificial Intelligence
• neural information processing systems

🔗 Cited by

Papers of our library cite their works 352 times (of the 149,439 papers whose bibliographies we read); 10 citing papers with a page here →.

Updated 2 November 2026

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