AI 2000 AAAI/IJCAI领域学者排名每年选出前10名学者为“最具影响力学者”，前11-100名学者为“最具影响力学者提名”。该名录旨在表彰推动AAAI/IJCAI领域进步和创新的杰出学者。
我们会持续优化排名的产品和数据。如果您对产品和数据有合作意向，或者有任何问题和建议，请联系我们：aiopen@aminer.cn。
查查你的排名:
1
-
Machine Learning
Arrival Time
Neural Networks
Straight-line Program
Image Recognition
得分：16k
2
1
Computer Vision
Computer Science
Artificial Intelligence
Object Recognition
Digital Image Data
得分：15k
3
1
Speech Recognition
Acoustic Modeling
Automatic Speech Recognition
Hidden Markov Models
Deep Neural Networks
得分：15k
4
1
Reinforcement Learning
Value Function
Function Approximation
Artificial Intelligence
Learning Artificial Intelligence
得分：10k
5
1
Reinforcement Learning
Artificial Intelligence
Mobile Robots
Machine Learning
Value Function
得分：10k
6
2
Natural Language Processing
Artificial Intelligence
Computer Science
Chinese Word Segmentation
Machine Translation
得分：10k
7
-
Natural Language Processing
Computer Science
Artificial Intelligence
Task Analysis
Semantics
得分：9k
8
-
Reinforcement Learning
Planning
Simultaneous Localization And Mapping
Tree Search
Monte-carlo Tree Search
得分：8k
10
2
Reinforcement Learning
Information Retrieval
Real-time Bidding
Recommender System
Recommender Systems
得分：6k
11
1
Reinforcement Learning
Machine Learning
Path Planning
Markov Processes
Deep Learning
得分：6k
12
3
Dimensionality Reduction
Feature Extraction
Principal Component Analysis
Optimization
Feature Selection
得分：5k
14
4
Neural Network
Deep Learning
Machine Learning
Neural Networks
Speech Recognition
得分：5k
15
-
Computer Science
Artificial Intelligence
Deep Learning
Machine Learning
Classical Conditioning
得分：5k
16
7
Graph Neural Networks
Deep Learning
Graph Classification
Data Mining
Graph Convolutional Network
得分：5k
17
3
Computer Science
Artificial Intelligence
Natural Language Processing
Sentence
Encoding (memory)
得分：4k
18
8
Data Mining
Association Rule
Expert System
Artificial Intelligence
Knowledge Discovery
得分：4k
19
3
Knowledge Base
Natural Language Processing
Chinese Information Processing
Computer Application
Community Question Answering
得分：4k
20
3
得分：4k
21
17
Deep Learning
Federated Learning
Feature Selection
Artificial Intelligence
Data Models
得分：4k
22
5
Training
Domain Adaptation
Adaptation Models
Computational Modeling
Neural Networks
得分：4k
23
1
Information Retrieval
Collaborative Filtering
Real-time Bidding
Recommender System
Recommender Systems
得分：4k
24
得分：4k
25
1
Question Answering
Image Retrieval
Feature Extraction
Image Annotation
Visualization
得分：4k
26
15
Face Recognition
Object Detection
Computer Vision
Feature Extraction
Image Segmentation
得分：4k
27
1
Natural Language Processing
Question Answering
Information Retrieval
Experimental Result
Sentiment Analysis
得分：3k
30
5
Sentiment Analysis
Natural Language Processing
Deep Learning
Opinion Mining
Sentic Computing
得分：3k
32
2
Reinforcement Learning
Markov Decision Process
Value Function
Artificial Intelligence
Function Approximation
得分：3k
33
9
Image Retrieval
Visualization
Task Analysis
Feature Extraction
Person Re-identification
得分：3k
34
14
Action Recognition
Training
Visualization
Face Recognition
Temporal Segment Networks
得分：3k
36
4
Clustering
Internet
Empirical Result
Online Multiclass Prediction
Open-domain Comparable Entity Graph
得分：3k
38
1
Text Classification
Data Cube
Condensed Cube
Locality-sensitive Hashing
Data Mining
得分：3k
39
32
Visualization
Image Retrieval
Feature Extraction
Mobile Visual Search
Image Classification
得分：3k
40
4
Evolution Strategy
Reinforcement Learning
Natural Evolution Strategy
Natural Gradient
Natural Evolution Strategies
得分：3k
41
28
Deep Learning
Blind Source Separation
Stochastic Gradient Descent
Algorithm Design And Analysis
Computer Science
得分：3k
42
3
Feature Extraction
Optimization
Robustness
Principal Component Analysis
Image Segmentation
得分：3k
43
4
Recommendation
Recommender System
Recommender Systems
Graph Neural Networks
Collaborative Filtering
得分：3k
44
4
Reinforcement Learning
Representation Learning
Deep Reinforcement Learning
Exploration
Inverse Reinforcement Learning
得分：3k
45
14
得分：3k
46
13
Personalized Learning
Intelligent Tutoring System
Natural Language Processing
Personalized Feedback
Intelligent Tutoring Systems
得分：3k
47
20
得分：3k
48
13
Participatory Management
Computer Science
Natural Resource Management
Negotiation
Biodiversity Conservation
得分：3k
49
2
得分：3k
50
3
Text Mining
Data Mining
Computer Science
Sentiment Analysis
Natural Language Processing
得分：3k
51
32
Machine Learning
Data Mining
Image Classification
Feature Extraction
Computer Vision
得分：3k
52
8
Natural Language Processing
Chinese Word Segmentation
Text Classification
Question Answering
Pos Tagging
Shared Task
High Dimensional Data
Computer Science
得分：3k
53
10
Feature Extraction
Training
Deep Learning
Image Classification
Object Detection
得分：3k
56
1
Natural Language Processing
Dependency Parsing
Chinese Information Processing
Computer Application
Social Media
得分：3k
57
36
Machine Learning
Data Mining
Ensemble Learning
Neural Network
Face Recognition
得分：3k
58
12
Reinforcement Learning
Machine Learning
Distributional Reinforcement Learning
Step Size
Off-policy Learning
得分：3k
59
14
得分：3k
60
Graph-structured Time Series Modeling
Spatio-temporal U-network
Spatio-temporal Graph Convolutional Neural
Deep Learning Framework
Traffic Forecasting
得分：3k
62
2
得分：3k
63
2
Machine Learning
Natural Language Processing
Computer Science
Object Detection
Deep Learning
得分：3k
64
1
Reinforcement Learning
Machine Learning
Autonomous Agent
Mobile Robot
Mobile Robots
得分：3k
65
48
Optimization
Fuzzy Set Theory
Interval Type-2 Fuzzy Sets
Task Analysis
Owa Operator
得分：2k
66
-
Speech Recognition
Machine Translation
Language Translation
Automatic Speech Recognition
Decoding
得分：2k
70
5
Computational Geometry
Convex Hull
Convex Polygon
Nearest Neighbor Problem
Communication Complexity
得分：2k
71
14
Data Mining
Social Network
Collaborative Filtering
Recommender System
Recommender Systems
得分：2k
74
2
得分：2k
76
12
Network Embedding
Graph Neural Networks
Deep Learning
Network Representation Learning
Community Detection
得分：2k
78
Axial Piston Pump
Excited Waveform
Fault Diagnosis
Digital Signatures
Numerical Simulation
得分：2k
79
Medical Visual Question Answering
Graph Convolution
Attributed Graph Clustering
Node Classification
Bipartite Graph
得分：2k
80
48
Recurrent Neural Networks
Encoding
Feature Extraction
Data Compression
Three-dimensional Displays
得分：2k
82
Sentiment Analysis
Natural Language Processing
Language Models
Opinion Expression
Compositional Semantics
得分：2k
83
23
Graph Convolutional Network
Graph Convolution
2-d Graph Convolution
Consistency Learning
Node Classification
得分：2k
84
6
Principal Component Analysis
Image Retrieval
Dimensionality Reduction
Pattern Recognition
Computer Science
得分：2k
85
26
Ctr Prediction
Recommender Systems
Recommendation
Recommender System
Reinforcement Learning
得分：2k
86
88
Feature Extraction
Social Network
Sleep Stage Classification
Light Field
Community Detection
得分：2k
88
4
Reinforcement Learning
Deep Reinforcement Learning
Feature Ranking
Model Tuning
Machine Learning
得分：2k
89
33
Machine Translation
Natural Language Processing
Computer Science
Statistical Machine Translation
Sentiment Analysis
得分：2k
91
19
Lp Relaxation
Machine Learning
Graphical Model
Linear Programming Relaxation
Linear Program
得分：2k
94
得分：2k
95
3
Image Segmentation
Virtual Reality
Deep Learning
Feature Extraction
Visualization
得分：2k
96
15
Data Mining
Transfer Learning
Machine Learning
Artificial Intelligence
Federated Learning
得分：2k
98
7
Computer Science
Structural Similarity
Graphlets
Deep Learning
Graph Neural Networks
得分：2k
99
Augmented Lagrangian Method
Image Restoration
Blind Deconvolution
Convex Optimization
Deep Learning
得分：2k
100
6
Deep Learning
Network Analysis
Graphlets
Statistical Relational Learning
Link Prediction
得分：2k
1
-
Machine Learning
Arrival Time
Neural Networks
Straight-line Program
Image Recognition
得分：16k
2
1
Computer Vision
Computer Science
Artificial Intelligence
Object Recognition
Digital Image Data
得分：15k
3
1
Speech Recognition
Acoustic Modeling
Automatic Speech Recognition
Hidden Markov Models
Deep Neural Networks
得分：15k
4
1
Reinforcement Learning
Value Function
Function Approximation
Artificial Intelligence
Learning Artificial Intelligence
得分：10k
5
1
Reinforcement Learning
Artificial Intelligence
Mobile Robots
Machine Learning
Value Function
得分：10k
6
2
Natural Language Processing
Artificial Intelligence
Computer Science
Chinese Word Segmentation
Machine Translation
得分：10k
7
-
Natural Language Processing
Computer Science
Artificial Intelligence
Task Analysis
Semantics
得分：9k
8
-
Reinforcement Learning
Planning
Simultaneous Localization And Mapping
Tree Search
Monte-carlo Tree Search
得分：8k
10
2
Reinforcement Learning
Information Retrieval
Real-time Bidding
Recommender System
Recommender Systems
得分：6k
11
1
Reinforcement Learning
Machine Learning
Path Planning
Markov Processes
Deep Learning
得分：6k
12
3
Dimensionality Reduction
Feature Extraction
Principal Component Analysis
Optimization
Feature Selection
得分：5k
14
4
Neural Network
Deep Learning
Machine Learning
Neural Networks
Speech Recognition
得分：5k
15
-
Computer Science
Artificial Intelligence
Deep Learning
Machine Learning
Classical Conditioning
得分：5k
16
7
Graph Neural Networks
Deep Learning
Graph Classification
Data Mining
Graph Convolutional Network
得分：5k
17
3
Computer Science
Artificial Intelligence
Natural Language Processing
Sentence
Encoding (memory)
得分：4k
18
8
Data Mining
Association Rule
Expert System
Artificial Intelligence
Knowledge Discovery
得分：4k
19
3
Knowledge Base
Natural Language Processing
Chinese Information Processing
Computer Application
Community Question Answering
得分：4k
20
3
得分：4k
21
17
Deep Learning
Federated Learning
Feature Selection
Artificial Intelligence
Data Models
得分：4k
22
5
Training
Domain Adaptation
Adaptation Models
Computational Modeling
Neural Networks
得分：4k
23
1
Information Retrieval
Collaborative Filtering
Real-time Bidding
Recommender System
Recommender Systems
得分：4k
24
得分：4k
25
1
Question Answering
Image Retrieval
Feature Extraction
Image Annotation
Visualization
得分：4k
26
15
Face Recognition
Object Detection
Computer Vision
Feature Extraction
Image Segmentation
得分：4k
27
1
Natural Language Processing
Question Answering
Information Retrieval
Experimental Result
Sentiment Analysis
得分：3k
30
5
Sentiment Analysis
Natural Language Processing
Deep Learning
Opinion Mining
Sentic Computing
得分：3k
32
2
Reinforcement Learning
Markov Decision Process
Value Function
Artificial Intelligence
Function Approximation
得分：3k
33
9
Image Retrieval
Visualization
Task Analysis
Feature Extraction
Person Re-identification
得分：3k
34
14
Action Recognition
Training
Visualization
Face Recognition
Temporal Segment Networks
得分：3k
36
4
Clustering
Internet
Empirical Result
Online Multiclass Prediction
Open-domain Comparable Entity Graph
得分：3k
38
1
Text Classification
Data Cube
Condensed Cube
Locality-sensitive Hashing
Data Mining
得分：3k
39
32
Visualization
Image Retrieval
Feature Extraction
Mobile Visual Search
Image Classification
得分：3k
40
4
Evolution Strategy
Reinforcement Learning
Natural Evolution Strategy
Natural Gradient
Natural Evolution Strategies
得分：3k
41
28
Deep Learning
Blind Source Separation
Stochastic Gradient Descent
Algorithm Design And Analysis
Computer Science
得分：3k
42
3
Feature Extraction
Optimization
Robustness
Principal Component Analysis
Image Segmentation
得分：3k
43
4
Recommendation
Recommender System
Recommender Systems
Graph Neural Networks
Collaborative Filtering
得分：3k
44
4
Reinforcement Learning
Representation Learning
Deep Reinforcement Learning
Exploration
Inverse Reinforcement Learning
得分：3k
45
14
得分：3k
46
13
Personalized Learning
Intelligent Tutoring System
Natural Language Processing
Personalized Feedback
Intelligent Tutoring Systems
得分：3k
47
20
得分：3k
48
13
Participatory Management
Computer Science
Natural Resource Management
Negotiation
Biodiversity Conservation
得分：3k
49
2
得分：3k
50
3
Text Mining
Data Mining
Computer Science
Sentiment Analysis
Natural Language Processing
得分：3k
51
32
Machine Learning
Data Mining
Image Classification
Feature Extraction
Computer Vision
得分：3k
52
8
Natural Language Processing
Chinese Word Segmentation
Text Classification
Question Answering
Pos Tagging
Shared Task
High Dimensional Data
Computer Science
得分：3k
53
10
Feature Extraction
Training
Deep Learning
Image Classification
Object Detection
得分：3k
56
1
Natural Language Processing
Dependency Parsing
Chinese Information Processing
Computer Application
Social Media
得分：3k
57
36
Machine Learning
Data Mining
Ensemble Learning
Neural Network
Face Recognition
得分：3k
58
12
Reinforcement Learning
Machine Learning
Distributional Reinforcement Learning
Step Size
Off-policy Learning
得分：3k
59
14
得分：3k
60
Graph-structured Time Series Modeling
Spatio-temporal U-network
Spatio-temporal Graph Convolutional Neural
Deep Learning Framework
Traffic Forecasting
得分：3k
62
2
得分：3k
63
2
Machine Learning
Natural Language Processing
Computer Science
Object Detection
Deep Learning
得分：3k
64
1
Reinforcement Learning
Machine Learning
Autonomous Agent
Mobile Robot
Mobile Robots
得分：3k
65
48
Optimization
Fuzzy Set Theory
Interval Type-2 Fuzzy Sets
Task Analysis
Owa Operator
得分：2k
66
-
Speech Recognition
Machine Translation
Language Translation
Automatic Speech Recognition
Decoding
得分：2k
70
5
Computational Geometry
Convex Hull
Convex Polygon
Nearest Neighbor Problem
Communication Complexity
得分：2k
71
14
Data Mining
Social Network
Collaborative Filtering
Recommender System
Recommender Systems
得分：2k
74
2
得分：2k
76
12
Network Embedding
Graph Neural Networks
Deep Learning
Network Representation Learning
Community Detection
得分：2k
78
Axial Piston Pump
Excited Waveform
Fault Diagnosis
Digital Signatures
Numerical Simulation
得分：2k
79
Medical Visual Question Answering
Graph Convolution
Attributed Graph Clustering
Node Classification
Bipartite Graph
得分：2k
80
48
Recurrent Neural Networks
Encoding
Feature Extraction
Data Compression
Three-dimensional Displays
得分：2k
82
Sentiment Analysis
Natural Language Processing
Language Models
Opinion Expression
Compositional Semantics
得分：2k
83
23
Graph Convolutional Network
Graph Convolution
2-d Graph Convolution
Consistency Learning
Node Classification
得分：2k
84
6
Principal Component Analysis
Image Retrieval
Dimensionality Reduction
Pattern Recognition
Computer Science
得分：2k
85
26
Ctr Prediction
Recommender Systems
Recommendation
Recommender System
Reinforcement Learning
得分：2k
86
88
Feature Extraction
Social Network
Sleep Stage Classification
Light Field
Community Detection
得分：2k
88
4
Reinforcement Learning
Deep Reinforcement Learning
Feature Ranking
Model Tuning
Machine Learning
得分：2k
89
33
Machine Translation
Natural Language Processing
Computer Science
Statistical Machine Translation
Sentiment Analysis
得分：2k
91
19
Lp Relaxation
Machine Learning
Graphical Model
Linear Programming Relaxation
Linear Program
得分：2k
94
得分：2k
95
3
Image Segmentation
Virtual Reality
Deep Learning
Feature Extraction
Visualization
得分：2k
96
15
Data Mining
Transfer Learning
Machine Learning
Artificial Intelligence
Federated Learning
得分：2k
98
7
Computer Science
Structural Similarity
Graphlets
Deep Learning
Graph Neural Networks
得分：2k
99
Augmented Lagrangian Method
Image Restoration
Blind Deconvolution
Convex Optimization
Deep Learning
得分：2k
100
6
Deep Learning
Network Analysis
Graphlets
Statistical Relational Learning
Link Prediction
得分：2k