Deng’an Cai

Deng’an Cai's AcademicInfluence.com Rankings

Deng’an Cai

Engineering

#4336

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#5527

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Electrical Engineering

#1091

World Rank

#1174

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engineering Degrees

Deng’an Cai

Computer Science

#5564

World Rank

#5876

Historical Rank

Data Mining

#110

World Rank

#110

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Machine Learning

#1527

World Rank

#1549

Historical Rank

Database

#2717

World Rank

#2841

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computer-science Degrees

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Engineering
Computer Science

Deng’an Cai's Degrees

Bachelors Electrical Engineering Tsinghua University

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Deng’an Cai's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Laplacian Score for Feature Selection (2005) (1860)
Neighborhood preserving embedding (2005) (1594)
Graph Regularized Nonnegative Matrix Factorization for Data Representation. (2011) (900)
Unsupervised feature selection for multi-cluster data (2010) (877)
Orthogonal Laplacianfaces for Face Recognition (2006) (770)
Semi-supervised Discriminant Analysis (2007) (733)
Document clustering using locality preserving indexing (2005) (694)
VIPS: a Vision-based Page Segmentation Algorithm (2003) (669)
Graph Regularized Sparse Coding for Image Representation (2011) (568)
Locality Sensitive Discriminant Analysis (2007) (519)
PixelLink: Detecting Scene Text via Instance Segmentation (2018) (451)
SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis (2008) (449)
Extracting Content Structure for Web Pages Based on Visual Representation (2003) (420)
Topic modeling with network regularization (2008) (415)
Constrained Nonnegative Matrix Factorization for Image Representation (2012) (408)
Tensor Subspace Analysis (2005) (407)
Hierarchical clustering of WWW image search results using visual, textual and link information (2004) (393)
Self-taught hashing for fast similarity search (2010) (380)
Non-negative Matrix Factorization on Manifold (2008) (375)
Spectral Regression for Efficient Regularized Subspace Learning (2007) (370)
Learning a Spatially Smooth Subspace for Face Recognition (2007) (360)
Large Scale Spectral Clustering with Landmark-Based Representation (2011) (336)
Improving pseudo-relevance feedback in web information retrieval using web page segmentation (2003) (320)
What to Do Next: Modeling User Behaviors by Time-LSTM (2017) (311)
Locally Consistent Concept Factorization for Document Clustering (2011) (302)
Learning a Maximum Margin Subspace for Image Retrieval (2008) (212)
Spectral Regression: A Unified Approach for Sparse Subspace Learning (2007) (209)
Block-based web search (2004) (206)
An exploration of improving collaborative recommender systems via user-item subgroups (2012) (206)
Laplacian Regularized Gaussian Mixture Model for Data Clustering (2011) (205)
Block-level link analysis (2004) (202)
Speed up kernel discriminant analysis (2011) (197)
Domain Adaptation for Semantic Segmentation With Maximum Squares Loss (2019) (190)
Mining hidden community in heterogeneous social networks (2005) (186)
Community Mining from Multi-relational Networks (2005) (186)
Density Sensitive Hashing (2012) (183)
Locality Preserving Nonnegative Matrix Factorization (2009) (182)
Large Scale Spectral Clustering Via Landmark-Based Sparse Representation (2015) (181)
Modeling hidden topics on document manifold (2008) (178)
Probabilistic dyadic data analysis with local and global consistency (2009) (170)
Manifold Adaptive Experimental Design for Text Categorization (2012) (155)
Efficient Kernel Discriminant Analysis via Spectral Regression (2007) (152)
Mapping Users across Networks by Manifold Alignment on Hypergraph (2014) (151)
Fast Approximate Nearest Neighbor Search With The Navigating Spreading-out Graph (2017) (148)
Isometric Projection (2007) (146)
Locality preserving indexing for document representation (2004) (143)
Efficient manifold ranking for image retrieval (2011) (142)
Feature Correlation Hypergraph: Exploiting High-order Potentials for Multimodal Recognition (2014) (142)
Weakly-Supervised Deep Embedding for Product Review Sentiment Analysis (2018) (129)
Document Summarization Based on Data Reconstruction (2012) (127)
Locality preserving clustering for image database (2004) (107)
Active Learning Based on Locally Linear Reconstruction (2011) (107)
Document recommendation in social tagging services (2010) (106)
Spectral regression: a unified subspace learning framework for content-based image retrieval (2007) (99)
Whom to mention: expand the diffusion of tweets by @ recommendation on micro-blogging systems (2013) (97)
Video Question Answering via Hierarchical Spatio-Temporal Attention Networks (2017) (97)
Regularized locality preserving indexing via spectral regression (2007) (96)
Depth Image Inpainting: Improving Low Rank Matrix Completion With Low Gradient Regularization (2016) (95)
User Preference Learning for Online Social Recommendation (2016) (93)
Adversarial-Learned Loss for Domain Adaptation (2020) (93)
Nonnegative Local Coordinate Factorization for Image Representation (2011) (92)
MEMEN: Multi-layer Embedding with Memory Networks for Machine Comprehension (2017) (89)
Semi-Supervised Nonlinear Hashing Using Bootstrap Sequential Projection Learning (2013) (89)
Parallel field alignment for cross media retrieval (2013) (87)
PI-RCNN: An Efficient Multi-sensor 3D Object Detector with Point-based Attentive Cont-conv Fusion Module (2019) (85)
Attribute Attention for Semantic Disambiguation in Zero-Shot Learning (2019) (85)
Expert Finding for Community-Based Question Answering via Ranking Metric Network Learning (2016) (84)
EMR: A Scalable Graph-Based Ranking Model for Content-Based Image Retrieval (2015) (84)
Addressing the Item Cold-Start Problem by Attribute-Driven Active Learning (2018) (79)
Social-Aware Movie Recommendation via Multimodal Network Learning (2018) (79)
Using Graph Model for Face Analysis (2005) (77)
Graph Regularized Feature Selection with Data Reconstruction (2016) (76)
EFANNA : An Extremely Fast Approximate Nearest Neighbor Search Algorithm Based on kNN Graph (2016) (75)
Dialogue Act Recognition via CRF-Attentive Structured Network (2017) (72)
Learning Graph-Level Representation for Drug Discovery (2017) (72)
Region Mutual Information Loss for Semantic Segmentation (2019) (72)
Sparse Coding Guided Spatiotemporal Feature Learning for Abnormal Event Detection in Large Videos (2019) (72)
Orthogonal locality preserving indexing (2005) (72)
Compressed Hashing (2013) (69)
RESA: Recurrent Feature-Shift Aggregator for Lane Detection (2020) (66)
Spectral regression: a regression framework for efficient regularized subspace learning (2009) (66)
Spectral Regression for Dimensionality Reduction (2007) (66)
Tracking people in RGBD videos using deep learning and motion clues (2016) (66)
Tensor space model for document analysis (2006) (65)
Deep feature based contextual model for object detection (2016) (64)
Subspace Learning Based on Tensor Analysis (2005) (63)
Gaussian Mixture Model with Local Consistency (2010) (62)
Training Linear Discriminant Analysis in Linear Time (2008) (62)
Clustering and searching WWW images using link and page layout analysis (2004) (61)
Harmonious Hashing (2013) (61)
Improving Collaborative Recommendation via User-Item Subgroups (2016) (60)
Multi-Task Vehicle Detection With Region-of-Interest Voting (2018) (59)
Weakly-Supervised Deep Learning for Customer Review Sentiment Classification (2016) (58)
Cross domain recommendation based on multi-type media fusion (2014) (58)
Complementary Projection Hashing (2013) (57)
Training-Time-Friendly Network for Real-Time Object Detection (2019) (56)
Do Wider Neural Networks Really Help Adversarial Robustness? (2020) (55)
Organizing WWW images based on the analysis of page layout and Web link structure (2004) (54)
Support Tensor Machines for Text Categorization ∗ (2006) (54)
Sparse concept coding for visual analysis (2011) (52)
COP: Customized Deep Model Compression via Regularized Correlation-Based Filter-Level Pruning (2019) (51)
Translating Embeddings for Knowledge Graph Completion with Relation Attention Mechanism (2018) (50)
Heterogeneous hypergraph embedding for document recommendation (2016) (50)
Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning (2017) (50)
Constrained Concept Factorization for Image Representation (2014) (50)
Statistical and computational analysis of locality preserving projection (2005) (50)
Relational Multimanifold Coclustering (2013) (48)
Microblog Sentiment Classification via Recurrent Random Walk Network Learning (2017) (47)
Open-Ended Long-form Video Question Answering via Adaptive Hierarchical Reinforced Networks (2018) (45)
Learning with Tensor Representation (2006) (45)
Image clustering with tensor representation (2005) (45)
Deep Rotation Equivariant Network (2017) (44)
Iterative Multi-View Hashing for Cross Media Indexing (2014) (42)
Laplacian Co-hashing of Terms and Documents (2010) (40)
Discriminative Orthogonal Nonnegative matrix factorization with flexibility for data representation (2014) (38)
A Minimax Game for Instance based Selective Transfer Learning (2019) (38)
Laplacian optimal design for image retrieval (2007) (38)
Complementary Pseudo Labels for Unsupervised Domain Adaptation On Person Re-Identification (2021) (37)
Question retrieval for community-based question answering via heterogeneous social influential network (2018) (37)
Unifying the Video and Question Attentions for Open-Ended Video Question Answering (2017) (35)
Moment Retrieval via Cross-Modal Interaction Networks With Query Reconstruction (2020) (35)
Multi-Turn Video Question Answering via Multi-Stream Hierarchical Attention Context Network (2018) (32)
Fast and Accurate Hashing Via Iterative Nearest Neighbors Expansion (2014) (31)
A Better Way to Attend: Attention With Trees for Video Question Answering (2018) (31)
Long-Form Video Question Answering via Dynamic Hierarchical Reinforced Networks (2019) (30)
Reinforced Dynamic Reasoning for Conversational Question Generation (2019) (30)
Recurrent TERT promoter mutations in non-small cell lung cancers. (2014) (30)
Locally Discriminative Coclustering (2012) (30)
Online robust principal component analysis via truncated nuclear norm regularization (2016) (30)
Video Question Answering via Hierarchical Dual-Level Attention Network Learning (2017) (30)
An algorithm for semi-supervised learning in image retrieval (2006) (29)
Discourse Marker Augmented Network with Reinforcement Learning for Natural Language Inference (2018) (29)
Improving face recognition with domain adaptation (2018) (29)
Scaling Up Sparse Support Vector Machine by Simultaneous Feature and Sample Reduction (2016) (29)
Pre-training the deep generative models with adaptive hyperparameter optimization (2017) (29)
Reverse Top-k Geo-Social Keyword Queries in Road Networks (2017) (28)
Co-Occurrence-Based Diffusion for Expert Search on the Web (2013) (27)
Who Also Likes It? Generating the Most Persuasive Social Explanations in Recommender Systems (2014) (26)
Which to View: Personalized Prioritization for Broadcast Emails (2016) (25)
Stacked Similarity-Aware Autoencoders (2017) (25)
Multi-view based multi-label propagation for image annotation (2015) (25)
Accelerate CNNs from Three Dimensions: A Comprehensive Pruning Framework (2020) (25)
Sparse Projections over Graph (2008) (24)
Non-Negative Matrix Factorization with Sinkhorn Distance (2016) (24)
A Revisit of Hashing Algorithms for Approximate Nearest Neighbor Search (2016) (24)
On efficiently finding reverse k-nearest neighbors over uncertain graphs (2017) (23)
The Million Domain Challenge: Broadcast Email Prioritization by Cross-domain Recommendation (2016) (23)
Convex experimental design using manifold structure for image retrieval (2009) (22)
Smarnet: Teaching Machines to Read and Comprehend Like Human (2017) (22)
Active learning via neighborhood reconstruction (2013) (22)
A Unified Approximate Nearest Neighbor Search Scheme by Combining Data Structure and Hashing (2013) (21)
Multi-Turn Video Question Answering via Hierarchical Attention Context Reinforced Networks (2019) (21)
Multicenter, prospective, observational study of a novel technique for preoperative pulmonary nodule localization. (2019) (20)
A Brand-level Ranking System with the Customized Attention-GRU Model (2018) (20)
Locally discriminative topic modeling (2012) (19)
Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering (2021) (19)
Constrained Low-Rank Learning Using Least Squares-Based Regularization (2016) (19)
Active learning on manifolds (2014) (19)
Query-Biased Self-Attentive Network for Query-Focused Video Summarization (2020) (19)
Regularized regression on image manifold for retrieval (2007) (19)
Attentional Image Retweet Modeling via Multi-Faceted Ranking Network Learning (2018) (18)
High Dimensional Similarity Search With Satellite System Graph: Efficiency, Scalability, and Unindexed Query Compatibility (2021) (17)
Unsupervised face-name association via commute distance (2012) (17)
Subspace learning via Locally Constrained A-optimal nonnegative projection (2013) (17)
SIF: Self-Inspirited Feature Learning for Person Re-Identification (2020) (17)
Fast Approximate Nearest Neighbor Search With Navigating Spreading-out Graphs (2017) (17)
MacNet: Transferring Knowledge from Machine Comprehension to Sequence-to-Sequence Models (2019) (16)
Opinions matter: a general approach to user profile modeling for contextual suggestion (2015) (16)
Semi-supervised topic modeling for image annotation (2009) (15)
AtSNE: Efficient and Robust Visualization on GPU through Hierarchical Optimization (2019) (15)
Active subspace learning (2009) (15)
Semi-Supervised Regression using Spectral Techniques (2006) (15)
Link Prediction via Ranking Metric Dual-Level Attention Network Learning (2017) (14)
Dial2Desc: End-to-end Dialogue Description Generation (2018) (14)
User Personalized Satisfaction Prediction via Multiple Instance Deep Learning (2016) (14)
Interpretable Real-Time Win Prediction for Honor of Kings—A Popular Mobile MOBA Esport (2020) (14)
Large scale multi-class classification with truncated nuclear norm regularization (2015) (14)
Correlation Maximized Structural Similarity Loss for Semantic Segmentation (2019) (14)
AdaDB: An adaptive gradient method with data-dependent bound (2021) (13)
Query-based Interactive Recommendation by Meta-Path and Adapted Attention-GRU (2019) (13)
Sparse Learning with Stochastic Composite Optimization (2014) (13)
MaCAR: Urban Traffic Light Control via Active Multi-agent Communication and Action Rectification (2020) (12)
EasyTransfer: A Simple and Scalable Deep Transfer Learning Platform for NLP Applications (2020) (12)
Partial Multi-Modal Sparse Coding via Adaptive Similarity Structure Regularization (2016) (12)
Non-Autoregressive Text Generation with Pre-trained Language Models (2021) (12)
DBP: Discrimination Based Block-Level Pruning for Deep Model Acceleration (2019) (12)
Compressed Spectral Regression for Efficient Nonlinear Dimensionality Reduction (2015) (12)
Satellite System Graph: Towards the Efficiency Up-Boundary of Graph-Based Approximate Nearest Neighbor Search (2019) (12)
A Revisit on Deep Hashings for Large-scale Content Based Image Retrieval (2017) (11)
Extensions to Self-Taught Hashing: Kernelisation and Supervision (2010) (11)
A SVM and SLIC Based Detection Method for Paddy Field Boundary Line (2020) (11)
Reducing the Teacher-Student Gap via Spherical Knowledge Disitllation (2020) (11)
Does Network Width Really Help Adversarial Robustness? (2020) (10)
ES-Net: Erasing Salient Parts to Learn More in Re-Identification (2020) (10)
Assessing Dialogue Systems with Distribution Distances (2021) (10)
Localizing Unseen Activities in Video via Image Query (2019) (9)
Metric learning with two-dimensional smoothness for visual analysis (2012) (9)
A Convolutional Treelets Binary Feature Approach to Fast Keypoint Recognition (2012) (9)
Weakly-Supervised Caricature Face Parsing Through Domain Adaptation (2019) (9)
Error-correcting output hashing in fast similarity search (2010) (9)
Random Projection with Filtering for Nearly Duplicate Search (2012) (9)
Accelerated Sparse Linear Regression via Random Projection (2016) (9)
Manifold optimal experimental design via dependence maximization for active learning (2014) (9)
Learning to Affiliate: Mutual Centralized Learning for Few-shot Classification (2021) (8)
Orthogonal Projective Sparse Coding for image representation (2016) (8)
Dual Graph for Traffic Forecasting (2019) (8)
Distributed Representations of Expertise (2016) (8)
Variational inference with graph regularization for image annotation (2011) (7)
Stylistic Dialogue Generation via Information-Guided Reinforcement Learning Strategy (2020) (7)
Progressive Transfer Learning for Person Re-identification (2019) (7)
Sparse fixed-rank representation for robust visual analysis (2015) (7)
Atom Decomposition with Adaptive Basis Selection Strategy for Matrix Completion (2016) (7)
Visualizing large-scale high-dimensional data via hierarchical embedding of KNN graphs (2021) (7)
Identifying Genetic Risk Factors for Alzheimer's Disease via Shared Tree-Guided Feature Learning Across Multiple Tasks (2018) (7)
The Forgettable-Watcher Model for Video Question Answering (2017) (6)
Learning to Caricature via Semantic Shape Transform (2020) (6)
LAMP: Label Augmented Multimodal Pretraining (2020) (6)
Decouple co-adaptation: Classifier randomization for person re-identification (2020) (6)
Cross-domain Attention Network with Wasserstein Regularizers for E-commerce Search (2019) (6)
Spherical Knowledge Distillation (2020) (5)
Multi-label active learning based on submodular functions (2018) (5)
Video Dialog via Multi-Grained Convolutional Self-Attention Context Multi-Modal Networks (2020) (5)
Split-Net: Improving face recognition in one forwarding operation (2018) (5)
Question-Driven Purchasing Propensity Analysis for Recommendation (2020) (5)
Parallel Field Ranking (2012) (5)
Device-Aware Rule Recommendation for the Internet of Things (2018) (4)
What would Harry say? Building Dialogue Agents for Characters in a Story (2022) (4)
Relational Multi-Manifold Co-Clustering (2016) (4)
Large Scale Abstractive Multi-Review Summarization (LSARS) via Aspect Alignment (2020) (4)
Improving Semantic Segmentation via Dilated Affinity (2019) (4)
Simulation on Thermal Characteristics of High-Speed Motorized Spindle (2022) (4)
Apparel-invariant Feature Learning for Apparel-changed Person Re-identification (2020) (4)
Bi-Decoder Augmented Network for Neural Machine Translation (2020) (4)
A Bregman Divergence Optimization Framework for Ranking on Data Manifold and Its New Extensions (2012) (4)
Bilevel Visual Words Coding for Image Classification (2013) (4)
On the Diversity of Realistic Image Synthesis (2017) (4)
Multi-Manifold Concept Factorization for Data Clustering (2013) (4)
Narrative Incoherence Detection (2020) (3)
On the Diversity of Conditional Image Synthesis With Semantic Layouts (2019) (3)
SplitNet: Divide and Co-training (2020) (3)
Question Retrieval for Community-based Question Answering via Heterogeneous Network Integration Learning (2016) (3)
Robust Asymmetric Bayesian Adaptive Matrix Factorization (2017) (3)
Salient Object Detection via Fast Iterative Truncated Nuclear Norm Recovery (2013) (3)
Self-supervised attention flow for dialogue state tracking (2021) (3)
Unsupervised document summarization from data reconstruction perspective (2015) (3)
Spatially correlated nonnegative matrix factorization (2014) (3)
SRDA: An Efficient Algorithm for Large-Scale (2008) (3)
LookCom: Learning Optimal Network for Community Detection (2022) (3)
Treelets Binary Feature Retrieval for Fast Keypoint Recognition (2015) (3)
Towards Less Biased Web Search (2015) (2)
Accelerate Your CNN from Three Dimensions: A Comprehensive Pruning Framework (2020) (2)
Regularized Locality Preserving Projections with Two-Dimensional Discretized Laplacian Smoothing (2006) (2)
Spatially Correlated Nonnegative Matrix Factorization for Image Analysis (2012) (2)
Active Learning Based on Local Representation (2013) (2)
Stereo Matching by Joint Energy Minimization (2016) (2)
A-Optimal Non-negative Projection with Hessian regularization (2016) (2)
Characterization of Image Space of Shannon Wavelet Transform (2003) (1)
A Geometric Perspective on Dimensionality Reduction (2009) (1)
Grayscale Data Construction and Multi-Level Ranking Objective for Dialogue Response Selection (2020) (1)
Optimal fractal image coding (1999) (1)
Progressive Transfer Learning (2020) (1)
Kernel approximately harmonic projection (2011) (1)
Effect of Interlaminar Toughness on the Residual Compressive Capacity of Carbon Fiber Laminates with Different Types of Delamination (2022) (1)
Stereo Matching by Joint Global and Local Energy Minimization (2016) (1)
Accelerating locality preserving nonnegative matrix factorization (2012) (1)
Keyword-based Query Comprehending via Multiple Optimized-Demand Augmentation (2017) (1)
Geometry-based Occlusion-Aware Unsupervised Stereo Matching for Autonomous Driving (2020) (1)
Atom Decomposition Based Subgradient Descent for matrix classification (2016) (1)
Adversarial Mutual Information for Text Generation (2020) (1)
Spatiotemporal Multi-Task Network for Human Activity Understanding (2017) (1)
On improvement of the interlaminar shear strength of carbon fiber/epoxy laminates with magnetically guided steel particles (2023) (0)
WEBGISに基づく地震空間災害低減情報化プラットフォーム構築研究【JST・京大機械翻訳】 (2016) (0)
Web Content Extraction by Integrating Textual and Visual Importance of Web Pages (2016) (0)
Special issue on selected and extended papers from the 2015 International Conference on Intelligence Science and Big Data Engineering (IScIDE 2015) (2017) (0)
Event Recovery by Faster Truncated Nuclear Norm Minimization (2015) (0)
Parallel field ranking (2013) (0)
S1431927622000575jra 1931..1944 (2022) (0)
Table of Contents. (2016) (0)
A Method of Transforming DGPS Data into Face Shapefiles (2005) (0)
Search web images using objects, backgrounds and conditions (2012) (0)
Partial Feature Decorrelation for Non-I.I.D Image classification. (2020) (0)
On efficiently finding reverse k-nearest neighbors over uncertain graphs (2017) (0)
C L ] 1 N ov 2 01 8 Dial 2 Desc : End-to-end Dialogue Description Generation (2018) (0)
Modeling Noncommutative Composition of Relations for Knowledge Graph Embedding (2023) (0)
LISCP 超大型積體電路之設計與製作第二部份 : 記錄器檔案子系統與其控制單元 (1986) (0)
WI'04 Non-Program Committee Reviewers (2004) (0)
Stable Learning via Causality-based Feature Rectification (2020) (0)
Discriminate and Reconstruct: Learning from Language Model to Answer Keyword Questions (2019) (0)
Opinions matter: a general approach to user profile modeling for contextual suggestion (2015) (0)
Textually Guided Ranking Network for Attentional Image Retweet Modeling (2018) (0)
Organizational Level Cloud Diagnostics System of Complex Electromechanical System Based on SOA (2019) (0)
Stable Learning via Self-supervised Invariant Risk Minimization (2020) (0)
Star Counts and Galactic Structure: The distribution of main sequence stars and giants in color‐color diagram (2005) (0)
Cytogenetic analysis in workers occupationally exposed to nickel carbonyl. (1987) (0)
A Perspective Analysis of Hidden Community Mining Methods in Large Scale Social Networks (2016) (0)
A Method for Evaluating the Formability of Tailor Rolled Blank (TRB) by Means of the Forming Limit Margin Field Graph in Forming Process (2021) (0)
IJCAI 2018 Type : trousers Brand : adidas Type : cellphone Brand : iphone Type : shoes Brand : adidas Type : computer Brand : asus Type : jacket Brand : adidas Weight Predict click / purchase or not ? (2018) (0)
Boundary-Aware Dense Feature Indicator for Single-Stage 3D Object Detection from Point Clouds (2020) (0)
Preoperative Changes of Lung Nodule on Computed Tomography and Their Relationship With Pathological Outcomes (2022) (0)
J-Resistance curves of welded joints for X56 pipeline steel (2005) (0)

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Deng’an Cai's Academic­Influence.com Rankings

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Why Is Deng’an Cai Influential?

Deng’an Cai's Published Works

Published Works

Deng’an Cai's AcademicInfluence.com Rankings