Sifei Liu

6.4k total citations · 6 hit papers
49 papers, 3.2k citations indexed

About

Sifei Liu is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence and Control and Systems Engineering. According to data from OpenAlex, Sifei Liu has authored 49 papers receiving a total of 3.2k indexed citations (citations by other indexed papers that have themselves been cited), including 42 papers in Computer Vision and Pattern Recognition, 10 papers in Artificial Intelligence and 9 papers in Control and Systems Engineering. Recurrent topics in Sifei Liu's work include Advanced Vision and Imaging (13 papers), Advanced Image Processing Techniques (11 papers) and Human Pose and Action Recognition (8 papers). Sifei Liu is often cited by papers focused on Advanced Vision and Imaging (13 papers), Advanced Image Processing Techniques (11 papers) and Human Pose and Action Recognition (8 papers). Sifei Liu collaborates with scholars based in United States, China and United Kingdom. Sifei Liu's co-authors include Ming–Hsuan Yang, Xiaolong Wang, Yinbo Chen, Jan Kautz, Shuicheng Yan, Stan Z. Li, Yi Dong, Yijun Li, Junjie Yan and Zhiwei Zhang and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Image Processing and International Journal of Computer Vision.

In The Last Decade

Sifei Liu

46 papers receiving 3.1k citations

Hit Papers

5 papers align trajectories

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.

A face antispoofing database with diverse attacks

2012 531 citations Zhiwei Zhang, Junjie Yan et al. profile →
Learning Continuous Image Representation with Local Implicit Image Function

2021 400 citations Sifei Liu et al. profile →
Low-Light Image Enhancement via a Deep Hybrid Network

2019 370 citations Wenqi Ren, Sifei Liu et al. IEEE Transactions on Image Processing profile →
Generative Face Completion

2017 370 citations Sifei Liu, Shuicheng Yan et al. profile →
GroupViT: Semantic Segmentation Emerges from Text Supervision

2022 243 citations Jiarui Xu, Shalini De Mello et al. 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) profile →
Open-Vocabulary Panoptic Segmentation with Text-to-Image Diffusion Models

2023 156 citations Sifei Liu, Arash Vahdat et al. profile →

Peers

Countries citing papers authored by Sifei Liu

Since Specialization

Citations

This map shows the geographic impact of Sifei 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 Sifei Liu with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sifei Liu more than expected).

Fields of papers citing papers by Sifei Liu

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Sifei 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 Sifei Liu. The network helps show where Sifei Liu may publish in the future.

Co-authorship network of co-authors of Sifei Liu

This figure shows the co-authorship network connecting the top 25 collaborators of Sifei Liu. A scholar is included among the top collaborators of Sifei 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 Sifei Liu. Sifei Liu is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

#	Work	Indexed citations
1	NaVILA: Legged Robot Vision-Language-Action Model for Navigation 2025 ·An-Chieh Cheng, (unknown), (unknown), (unknown), Xueyan Zou, Jan Kautz, Erdem Bıyık, Hongxu Yin, Sifei Liu, Xiaolong Wang	2
2	BlobGEN-Vid: Compositional Text-to-Video Generation with Blob Video Representations 2025 ·Weixi Feng, (unknown), Sifei Liu, (unknown), Arash Vahdat, Weili Nie	2
3	Scaling Vision Pre-Training to 4K Resolution 2025 ·Baifeng Shi, (unknown), Han Cai, (unknown), Sifei Liu, Marco Pavone, Jan Kautz, Song Han, Trevor Darrell, Pavlo Molchanov, Hongxu Yin	0
4	Communication-Efficient Collaborative Perception via Information Filling with Codebook 2024 ·Yue Hu, (unknown), Sifei Liu, (unknown), Si Liu, Siheng Chen	10
5	HOIDiffusion: Generating Realistic 3D Hand-Object Interaction Data 2024 ·Mengqi Zhang, (unknown), (unknown), Sifei Liu, Zhuowen Tu, Xiaolong Wang	8
6	RegionGPT: Towards Region Understanding Vision Language Model 2024 ·Qiushan Guo, Shalini De Mello, Hongxu Yin, Wonmin Byeon, Ka Chun Cheung, Yizhou Yu, (unknown), Sifei Liu	12
7	COLMAP-Free 3D Gaussian Splatting 2024 ·Yang Fu, Xiaolong Wang, Sifei Liu, Amey Kulkarni, Jan Kautz, Alexei A. Efros	40
8	RGBD Objects in the Wild: Scaling Real-World 3D Object Learning from RGB-D Videos 2024 ·(unknown), (unknown), Sifei Liu, Xiaolong Wang	4
9	A Unified Approach for Text-and Image-Guided 4D Scene Generation 2024 ·(unknown), Xueting Li, Koki Nagano, Sifei Liu, (unknown), Shalini De Mello	5
10	Affordance Diffusion: Synthesizing Hand-Object Interactions 2023 ·Yufei Ye, Xueting Li, Abhinav Gupta, (unknown), Stan Birchfield, Jiaming Song, Shubham Tulsiani, Sifei Liu	28
11	GroupViT: Semantic Segmentation Emerges from Text Supervision breakdown → 2022 ·2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) ·Jiarui Xu, Shalini De Mello, Sifei Liu, Wonmin Byeon, Thomas M. Breuel, Jan Kautz, Xiaolong Wang	243
12	Correction to: Learning Contrastive Representation for Semantic Correspondence 2022 ·International Journal of Computer Vision ·Taihong Xiao, Sifei Liu, Shalini De Mello, Zhiding Yu, (unknown), Ming–Hsuan Yang	1
13	Coupled Segmentation and Edge Learning via Dynamic Graph Propagation 2021 ·CaltechAUTHORS (California Institute of Technology) ·Zhiding Yu, (unknown), Wonmin Byeon, Sifei Liu, Guilin Liu, Thomas M. Breuel, Anima Anandkumar, (unknown)	5
14	Low-Light Image Enhancement via a Deep Hybrid Network breakdown → 2019 ·IEEE Transactions on Image Processing ·Wenqi Ren, Sifei Liu, Lin Ma, Qianqian Xu, Xiangyu Xu, Xiaochun Cao, Junping Du, Ming–Hsuan Yang	370
15	FEW-SHOT VIEWPOINT ESTIMATION 2019 ·British Machine Vision Conference ·(unknown), Shalini De Mello, Jonathan Tremblay, Sifei Liu, Stan Birchfield, Ming–Hsuan Yang, Jan Kautz	1
16	Putting Humans in a Scene: Learning Affordance in 3D Indoor Environments 2019 ·Xueting Li, Sifei Liu, Kihwan Kim, Xiaolong Wang, Ming–Hsuan Yang, Jan Kautz	59
17	Learning Linear Transformations for Fast Image and Video Style Transfer 2019 ·Xueting Li, Sifei Liu, Jan Kautz, Ming–Hsuan Yang	187
18	Hallucinating Compressed Face Images 2017 ·International Journal of Computer Vision ·Chih‐Yuan Yang, Sifei Liu, Ming–Hsuan Yang	18
19	Multi-objective convolutional learning for face labeling 2015 ·The Royal Society of Chemistry’s Journals, Books and Databases (The Royal Society of Chemistry) ·Sifei Liu, Shuicheng Yan, Chang Huang, Ming–Hsuan Yang	84
20	A face antispoofing database with diverse attacks breakdown → 2012 ·Zhiwei Zhang, Junjie Yan, Sifei Liu, Zhen Lei, Yi Dong, Stan Z. Li	531

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