Concepedia

Deng Cai

DC

Statistics

Publications

67

Citations

8.1K

H-Index

34

Active since

2002

Affiliations

Chinese University of Hong Kong(Current)

Zhejiang University

Tencent (China)

University of Illinois Urbana-Champaign

Shanghai Jiao Tong University

Deng Cai is an author at Chinese University of Hong Kong specializing in engineering, machine learning, and data science.

Top concepts

EngineeringData ScienceMachine LearningComputer ScienceNatural Language ProcessingDeep LearningText MiningLinguisticsMachine TranslationComputational Linguistics

Publications per year

2002–2024

67

Publications

67

Graph Regularized Nonnegative Matrix Factorization for Data Representation

Deng Cai, Xiaofei He, Jiawei Han et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2010 · 2.5K citations

Data Representation, Graph Sparsity, Engineering +17

Neighborhood preserving embedding

Xiaofei He, Deng Cai, Shuicheng Yan · 2005 · 1.5K citations

Engineering, Machine Learning, Manifold Modeling +17

Spectral Regression for Efficient Regularized Subspace Learning

Deng Cai, Xiaofei He, Jiawei Han · 2007 · 354 citations

Engineering, Machine Learning, Biometrics +17

Large Scale Spectral Clustering Via Landmark-Based Sparse Representation

Deng Cai, Xinlei Chen · IEEE Transactions on Cybernetics · 2014 · 330 citations

RESA: Recurrent Feature-Shift Aggregator for Lane Detection

Hao Fang, Yi Zhang, Wenjian Tang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 279 citations · Full text

Convolutional Neural Network, Scene Analysis, Machine Vision +15

1–5 of 67