Ziwei Liu

44.8k total citations · 23 hit papers
222 papers, 19.4k citations indexed

About

Ziwei Liu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Computational Mechanics. According to data from OpenAlex, Ziwei Liu has authored 222 papers receiving a total of 19.4k indexed citations (citations by other indexed papers that have themselves been cited), including 144 papers in Computer Vision and Pattern Recognition, 56 papers in Artificial Intelligence and 30 papers in Computational Mechanics. Recurrent topics in Ziwei Liu's work include Generative Adversarial Networks and Image Synthesis (45 papers), Human Pose and Action Recognition (34 papers) and Advanced Vision and Imaging (34 papers). Ziwei Liu is often cited by papers focused on Generative Adversarial Networks and Image Synthesis (45 papers), Human Pose and Action Recognition (34 papers) and Advanced Vision and Imaging (34 papers). Ziwei Liu collaborates with scholars based in Singapore, China and Hong Kong. Ziwei Liu's co-authors include Ping Luo, Xiaoou Tang, Xiaogang Wang, Chen Change Loy, Kaiyang Zhou, Yongbin Sun, Sanjay E. Sarma, Yue Wang, Justin Solomon and Michael M. Bronstein and has published in prestigious journals such as The Journal of Chemical Physics, SHILAP Revista de lepidopterología and IEEE Transactions on Pattern Analysis and Machine Intelligence.

In The Last Decade

Ziwei Liu

204 papers receiving 18.9k citations

Hit Papers

Dynamic Graph CNN for Learning on Point Clouds 2015 2026 2018 2022 2019 2015 2022 2016 2022 1000 2.0k 3.0k
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

  1. Dynamic Graph CNN for Learning on Point Clouds
    2019 3.9k citations Ziwei Liu et al. ACM Transactions on Graphics profile →
  2. Deep Learning Face Attributes in the Wild
    2015 3.9k citations Ziwei Liu et al. profile →
  3. Learning to Prompt for Vision-Language Models
    2022 1.2k citations Kaiyang Zhou, Jingkang Yang et al. profile →
  4. DeepFashion: Powering Robust Clothes Recognition and Retrieval with Rich Annotations
    2016 1.0k citations Ziwei Liu et al. profile →
  5. Conditional Prompt Learning for Vision-Language Models
    2022 742 citations Kaiyang Zhou, Jingkang Yang et al. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) profile →
  6. Domain Generalization: A Survey
    2022 662 citations Kaiyang Zhou, Ziwei Liu et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
  7. MaskGAN: Towards Diverse and Interactive Facial Image Manipulation
    2020 599 citations Ziwei Liu et al. profile →
  8. CARAFE: Content-Aware ReAssembly of FEatures
    2019 504 citations Ziwei Liu, Chen Change Loy et al. profile →
  9. Video Frame Synthesis Using Deep Voxel Flow
    2017 421 citations Ziwei Liu et al. profile →
  10. Incorporating Convolution Designs into Visual Transformers
    2021 373 citations Ziwei Liu et al. profile →
  11. Talking Face Generation by Adversarially Disentangled Audio-Visual Representation
    2019 256 citations Hang Zhou, Ziwei Liu et al. profile →
  12. Pose-Controllable Talking Face Generation by Implicitly Modularized Audio-Visual Representation
    2021 222 citations Hang Zhou, Yasheng Sun et al. profile →
  13. A comprehensive survey on pretrained foundation models: a history from BERT to ChatGPT
    2024 178 citations Ziwei Liu et al. profile →
  14. TCTrack: Temporal Contexts for Aerial Tracking
    2022 157 citations Liang Pan, Ziwei Liu et al. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) profile →
  15. Generalized Out-of-Distribution Detection: A Survey
    2024 149 citations Jingkang Yang, Kaiyang Zhou et al. profile →
  16. Variational Relational Point Completion Network
    2021 148 citations Liang Pan, Zhongang Cai et al. profile →
  17. AvatarCLIP
    2022 128 citations Fangzhou Hong, Mingyuan Zhang et al. ACM Transactions on Graphics profile →
  18. MotionDiffuse: Text-Driven Human Motion Generation With Diffusion Model
    2024 83 citations Mingyuan Zhang, Zhongang Cai et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
  19. Transformer-Based Visual Segmentation: A Survey
    2024 78 citations Ziwei Liu, Chen Change Loy et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
  20. Class-Incremental Learning: A Survey
    2024 58 citations Da-Wei Zhou, Zhihong Qi et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →
  21. VBench: Comprehensive Benchmark Suite for Video Generative Models
    2024 56 citations Yuanhan Zhang, Dahua Lin et al. profile →
  22. FreeU: Free Lunch in Diffusion U-Net
    2024 50 citations Ziwei Liu et al. profile →
  23. Otter: A Multi-Modal Model With In-Context Instruction Tuning
    2025 20 citations Yuanhan Zhang, Jingkang Yang et al. IEEE Transactions on Pattern Analysis and Machine Intelligence profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Ziwei Liu Singapore 54 12.5k 5.0k 3.6k 2.0k 1.5k 222 19.4k
Michael M. Bronstein Switzerland 50 7.1k 0.6× 2.5k 0.5× 5.8k 1.6× 2.2k 1.1× 1.4k 0.9× 177 14.3k
Hao Su China 23 17.2k 1.4× 9.3k 1.8× 1.8k 0.5× 950 0.5× 757 0.5× 68 27.4k
Mohammed Bennamoun Australia 58 8.9k 0.7× 3.0k 0.6× 2.2k 0.6× 1.9k 1.0× 1.3k 0.8× 476 15.8k
Jie Zhou China 65 12.0k 1.0× 5.6k 1.1× 1.5k 0.4× 828 0.4× 653 0.4× 632 20.3k
Jean Ponce United States 51 18.7k 1.5× 3.6k 0.7× 3.2k 0.9× 1.9k 0.9× 1.4k 0.9× 172 24.8k
Vladlen Koltun United States 60 11.3k 0.9× 2.6k 0.5× 3.6k 1.0× 3.2k 1.6× 1.5k 1.0× 163 18.6k
Martial Hebert United States 73 16.5k 1.3× 4.3k 0.8× 2.3k 0.6× 2.9k 1.4× 2.3k 1.5× 380 22.4k
Jiwen Lu China 71 13.7k 1.1× 3.3k 0.7× 1.6k 0.4× 876 0.4× 582 0.4× 387 16.7k
Raquel Urtasun Canada 70 15.9k 1.3× 4.5k 0.9× 1.3k 0.4× 1.4k 0.7× 2.3k 1.5× 191 21.2k
Alexei A. Efros United States 63 27.1k 2.2× 7.5k 1.5× 2.0k 0.6× 740 0.4× 742 0.5× 131 33.6k

Countries citing papers authored by Ziwei Liu

Since Specialization
Citations

This map shows the geographic impact of Ziwei Liu's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ziwei Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ziwei Liu more than expected).

Fields of papers citing papers by Ziwei Liu

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ziwei Liu. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ziwei Liu. The network helps show where Ziwei Liu may publish in the future.

Co-authorship network of co-authors of Ziwei Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Ziwei Liu. A scholar is included among the top collaborators of Ziwei Liu based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ziwei Liu. Ziwei Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

20 of 20 papers shown
1.
Liu, Jie, et al.. (2025). Study on the proportioning design of cement-based magnetic grout and the mechanism of magnetic-guided grouting. Construction and Building Materials. 463. 139954–139954.
2.
Zhang, Yunhan, et al.. (2025). Entropy-driven preordering assists nucleation in polyethylene. Polymer. 323. 128179–128179.
3.
4.
Hu, Shoukang, Guangcong Wang, Yuhang Zang, et al.. (2025). WildAvatar: Learning In-the-wild 3D Avatars from the Web. 15963–15975.
5.
Tang, Jiaxiang, Yu Dong, Fangzhou Hong, et al.. (2025). 3DTopia-XL: Scaling High-quality 3D Asset Generation via Primitive Diffusion. 26576–26586. 1 indexed citations
6.
Zhou, Da-Wei, et al.. (2025). Learning Without Forgetting for Vision-Language Models. IEEE Transactions on Pattern Analysis and Machine Intelligence. 47(6). 4489–4504. 8 indexed citations
7.
Cai, Zhongang, Ruisi Wang, Ailing Zeng, et al.. (2025). SMPLest-X: Ultimate Scaling for Expressive Human Pose and Shape Estimation. IEEE Transactions on Pattern Analysis and Machine Intelligence. 48(2). 1778–1794. 2 indexed citations
8.
Liu, Ziwei, et al.. (2024). Tailoring Na-ion flux homogenization strategy towards long-cycling and fast-charging sodium metal batteries. Journal of Energy Chemistry. 102. 516–523. 12 indexed citations
9.
Zhou, Da-Wei, et al.. (2024). Class-Incremental Learning: A Survey. IEEE Transactions on Pattern Analysis and Machine Intelligence. 46(12). 9851–9873. 58 indexed citations breakdown →
10.
Sun, Yasheng, Qianyi Wu, Hang Zhou, et al.. (2023). Make Your Brief Stroke Real and Stereoscopic: 3D-Aware Simplified Sketch to Portrait Generation. arXiv (Cornell University). 388–396. 1 indexed citations
11.
Jiang, Yuming, et al.. (2023). UnitedHuman: Harnessing Multi-Source Data for High-Resolution Human Generation. 7267–7277. 6 indexed citations
12.
Yang, Jingkang, et al.. (2023). The PSG challenge: towards comprehensive scene understanding. National Science Review. 10(6). nwad126–nwad126. 1 indexed citations
13.
Liu, Ziwei, et al.. (2023). SemiGest: Recognizing Hand Gestures via Visible Light Sensing with Fewer Labels. 837–842. 2 indexed citations
14.
Wang, Guangcong, et al.. (2023). SceneDreamer: Unbounded 3D Scene Generation From 2D Image Collections. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(12). 15562–15576. 17 indexed citations
15.
Xu, Guodong, Ziwei Liu, & Chen Change Loy. (2023). Computation-Efficient Knowledge Distillation via Uncertainty-Aware Mixup. Pattern Recognition. 138. 109338–109338. 21 indexed citations
16.
Zhou, Kaiyang, Jingkang Yang, Chen Change Loy, & Ziwei Liu. (2022). Conditional Prompt Learning for Vision-Language Models. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). 16795–16804. 742 indexed citations breakdown →
17.
Liu, Ziwei, et al.. (2022). Chasing the Tail in Monocular 3D Human Reconstruction With Prototype Memory. IEEE Transactions on Image Processing. 31. 2907–2919. 9 indexed citations
18.
Hong, Fangzhou, Mingyuan Zhang, Liang Pan, et al.. (2022). AvatarCLIP. ACM Transactions on Graphics. 41(4). 1–19. 128 indexed citations breakdown →
19.
20.
Yang, Huanrui, et al.. (2019). DPATCH: An Adversarial Patch Attack on Object Detectors.. National Conference on Artificial Intelligence. 27 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

Explore authors with similar magnitude of impact

Breakdown of academic impact, for papers by Michael M. Bronstein Breakdown of academic impact, for papers by Hao Su Breakdown of academic impact, for papers by Mohammed Bennamoun Breakdown of academic impact, for papers by Jie Zhou Breakdown of academic impact, for papers by Jean Ponce Breakdown of academic impact, for papers by Vladlen Koltun Breakdown of academic impact, for papers by Martial Hebert Breakdown of academic impact, for papers by Jiwen Lu Breakdown of academic impact, for papers by Raquel Urtasun Breakdown of academic impact, for papers by Alexei A. Efros
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