Deng Cai

24.6k citations

231 papers · 15.7k indexed · 10 hit papers · h-index 61

Computer Vision and Pattern Recognition top 0.05%
- Advanced Image and Video Retrieval Techniques 76
- Image Retrieval and Classification Techniques 57
- Face and Expression Recognition 55
- Multimodal Machine Learning Applications 22
- Advanced Neural Network Applications 20
Computational Mathematics top 0.5%
Artificial Intelligence top 0.05%
- Topic Modeling 26
- Domain Adaptation and Few-Shot Learning 18
Media Technology top 0.1%
Signal Processing top 0.2%
Computational Mechanics
- Sparse and Compressive Sensing Techniques 18

Co-authors: Xiaofei He Jiawei Han Partha Niyogi Wei‐Ying Ma Chiyuan Zhang Xuelong Li Jiajun Bu Ji-Rong Wen
Cited by: Computer Vision and Pattern Recognition Computational Mathematics Artificial Intelligence
Journals: Neurocomputing (25 papers)IEEE Transactions on Knowledge and Data Engineering (18 papers)IEEE Transactions on Image Processing (17 papers)
Partner nations: China United States United Kingdom

In The Last Decade

Deng Cai

224 papers receiving 15.2k citations

Hit Papers

10 papers align trajectories log scale

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.

2022 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
2018 Proceedings of the AAAI Conference on Artificial Intelligence
2017 What to Do Next: Modeling User Behaviors by Time-LSTM
2011 IEEE Transactions on Pattern Analysis and Machine Intelligence
2010 Unsupervised feature selection for multi-cluster data
2010 IEEE Transactions on Image Processing
2007 Semi-supervised Discriminant Analysis
2007 Locality sensitive discriminant analysis
2005 IEEE Transactions on Knowledge and Data Engineering
2005 Neural Information Processing Systems

Peers

Countries citing papers authored by Deng Cai

Since Specialization

Citations

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

Fields of papers citing papers by Deng Cai

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network

The 25 scholars most cited alongside Deng Cai, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Deng Cai Line = papers co-authored together Deng Cai links everyone, so they are left out of the graph.

All Works

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

20 of 20 papers shown

#	Work
1	LoRA-Composer: Leveraging Low-Rank Adaptation for Multi-Concept Customization in Training-Free Diffusion Models IEEE Transactions on Image Processing ·弘北西,Wang Wen,Liang Peng,Wiwut Tanthapanichakoon,Adebayo Lateef,Viviane Conceição Fernandes,Sunke-Cen,Qinglin Lu,Deng Cai,Xiaofei He,Boxi Wu,Wei Liu	2025	2
2	NeRF-Det++: Incorporating Semantic Cues and Perspective-Aware Depth Supervision for Indoor Multi-View 3D Detection IEEE Transactions on Image Processing ·Raja Mondal,Yuenan Hou,Weicai Ye,Di Huang,Xiaoshui Huang,Binbin Lin,Deng Cai	2025	2
3	Innovative desalination strategies for the removal of emerging pollutants in aquatic systems Separation and Purification Technology ·Shamshad Khan,Jibran Iqbal,Deng Cai,Muhammad Iqbal Rohan Wijaya,YanagiharaHirokazu	2024	3
4	Reasons to Reject? Aligning Language Models with Judgments Trevor J Topp,Deng Cai,Cong Lingbo,Lyndon Murphy,Shuming Shi	2024	1
5	Towards Fine-Grained HBOE with Rendered Orientation Set and Laplace Smoothing Proceedings of the AAAI Conference on Artificial Intelligence ·Ying Sun,Mingming Li,Shiyi Yan,Binbin Lin,重列滋賀,G.S.W. Tsao,Deng Cai,Boxi Wu	2024	2
6	Neural collapse inspired attraction–repulsion-balanced loss for imbalanced learning Neurocomputing ·Liang Xie,Yibo Yang,Deng Cai,Xiaofei He	2023	13
7	LUT-NN: Empower Efficient Neural Network Inference with Centroid Learning and Table Lookup Tetyana Lapan,Yang Wang,Ting Cao,PrashithT.R Kekuda,Y. Horii,Deng Cai,Yunxin Liu,Mao Yang	2023	9
8	OBMO: One Bounding Box Multiple Objects for Monocular 3D Object Detection IEEE Transactions on Image Processing ·Raja Mondal,Tong He,智志田中,Hirohumi ETO,Binbin Lin,Deng Cai	2023	11
9	Ecological risk evaluation and sensitivity analysis of heavy metals on soil organisms under human activities in the Tibet Plateau, China PLoS ONE ·Xia Zeng,Deng Cai,Ying Liang,SN Murthy Midde,Shaoxuan Zhang,丸山正子	2023	7
10	Linearizing Transformer with Key-Value Memory Yizhe Zhang,Deng Cai	2022	2
11	Toward Better Accuracy-Efficiency Trade-Offs: Divide and Co-Training IEEE Transactions on Image Processing ·Shuai Zhao,Elizabeth Woldemariam,Hirohumi ETO,Deng Cai,Tin Lun Lam,Yangsheng Xu	2022	17
12	Moment Retrieval via Cross-Modal Interaction Networks With Query Reconstruction IEEE Transactions on Image Processing ·Zhijie Lin,Zhou Zhao,Zhu Zhang,Д. И. Фрей,Deng Cai	2020	36
13	Query-Biased Self-Attentive Network for Query-Focused Video Summarization IEEE Transactions on Image Processing ·Shuwen Xiao,Zhou Zhao,Д. И. Фрей,Ziyu Guan,Deng Cai	2020	48
14	Constrained Low-Rank Learning Using Least Squares-Based Regularization IEEE Transactions on Cybernetics ·Ping Li,Jun Yu,Meng Wang,Luming Zhang,Deng Cai,Xuelong Li	2016	19
15	Non-negative matrix factorization with sinkhorn distance Institutional Repository of Xi'an Institute of Optics and Fine Mechanics, Chinese Academy of Sciences (Xian Institute of Optics and Precision Mechanics) ·Wei Qian,Bin Na Hong,Deng Cai,Xiaofei He,Xuelong Li	2016	20
16	Multi-Manifold Concept Factorization for Data Clustering Ping Li,Jiajun Bu,Deng Cai	2013	4
17	Complementary Projection Hashing Zhongming Jin,Yao Hu,Yue Lin,Debing Zhang,Shiding Lin,Deng Cai,Xuelong Li	2013	37
18	Sparse projections over graph National Conference on Artificial Intelligence ·Deng Cai,Xiaofei He,Jiawei Han	2008	15
19	Laplacian Score for Feature Selectionbreakdown → Neural Information Processing Systems ·Xiaofei He,Deng Cai,Partha Niyogi	2005	1321
20	Tensor Subspace Analysis Neural Information Processing Systems ·Xiaofei He,Deng Cai,Partha Niyogi	2005	276

About Deng Cai

Deng Cai is a scholar working on Computer Vision and Pattern Recognition, Artificial Intelligence, Signal Processing, Media Technology and Computational Mathematics, having authored 231 papers that have together received 15.7k indexed citations. Recurring topics across this work include Advanced Image and Video Retrieval Techniques (76 papers), Image Retrieval and Classification Techniques (57 papers), Face and Expression Recognition (55 papers), Topic Modeling (26 papers), Multimodal Machine Learning Applications (22 papers), Advanced Neural Network Applications (20 papers), Sparse and Compressive Sensing Techniques (18 papers) and Domain Adaptation and Few-Shot Learning (18 papers). The work is most often cited by research in Computer Vision and Pattern Recognition (9.8k citations), Computational Mathematics (241 citations), Artificial Intelligence (7.0k citations), Media Technology (1.9k citations) and Signal Processing (1.4k citations). Deng Cai has collaborated with scholars based in China, United States and United Kingdom. Frequent co-authors include Xiaofei He, Jiawei Han, Partha Niyogi, Jiawei Han, Wei‐Ying Ma, Chiyuan Zhang, Xuelong Li, Jiajun Bu, Ji-Rong Wen and Chun Chen. Their work appears in journals such as Neurocomputing, IEEE Transactions on Knowledge and Data Engineering, IEEE Transactions on Image Processing, IEEE Transactions on Cybernetics and IEEE Transactions on Pattern Analysis and Machine Intelligence.

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.

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