AI 2000 全球人工智能学者
领域
2014
2023
领域
  • AI 2000
  • 热点
AI 2000计算理论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计算理论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
1
7
Ising Model
Conformal Invariance
Scaling Limit
Conformal Field Theory
Scaling Limits
得分2k
2
7
Random Matrices
Free Probability
Permutations
Schur Weyl Duality
Gradient Descent
得分2k
3
7
Deep Learning
Gradient Descent
Neural Networks
Deep Neural Networks
Input Data
得分2k
4
1
Linear Program
Convex Optimization
Interior Point Method
Differential Privacy
Sampling
得分2k
5
7
Lower Bound
Distributed Computing
Graph Algorithms
Time Complexity
Random Walk
得分2k
6
2
Maximum Flow
Linear Program
Interior Point Method
Linear Systems
Stationary Distribution
得分2k
7
56
Error-correcting Codes
Key Derivation
Fuzzy Extractors
Secure Sketches
Error-tolerance
得分1k
8
5
Semidefinite Programming
Unique Games Conjecture
Computational Complexity
Approximation Algorithms
Unique Games
得分1k
9
8
Parallel Algorithms
Maximum Flow
Spectral Graph Theory
Algorithms
Linear System
得分1k
10
8
Lower Bounds
Fine-grained Complexity
SETH
Conditional Lower Bounds
Hardness In P
得分1k
11
33
Stationary Distribution
Theory
Algorithms
Interior Point Methods
Sparse, Structured, And Very Large Systems
得分1k
12
3
Regret Minimization
Stochastic Gradient Descent
Spectral Sparsification
Gradient Descent
Time Complexity
得分1k
13
6
Lower Bound
Communication Complexity
Data Stream
Data Streams
Algorithms
得分1k
14
42
Expander Decomposition
Maximum Flow
Dynamic Graph Algorithms
Data Structures
Graph Algorithms
得分1k
15
8
Differential Privacy
Cooperative Jamming
Gaussian Noise
Noise Forwarding
Deaf Cooperation
得分1k
16
4
Pac Learning
Uniform Distribution
Membership Query
Differential Privacy
Agnostic Learning
得分1k
17
11
Differential Privacy
Computer Science
Machine Learning
Local Differential Privacy
Privacy
得分1k
18
17
Zero Knowledge
Secure Computation
Cryptography
Computational Complexity
Zero Knowledge Proof
得分1k
19
得分1k
20
1
Matrix Multiplication
Fine-grained Complexity
Approximation Algorithms
Time Algorithm
Weighted Graph
得分1k
21
19
Standard Model
Public Key
Attribute-based Encryption
Private Key
Attribute Based Encryption
得分1k
22
8
Polynomial Threshold Function
Polynomial Threshold Functions
Computational Complexity
Pseudorandom Generator
Gaussian Distribution
得分1k
23
17
Boolean Function
Robust Statistics
Theory
Algorithms
Polynomials
得分1k
24
24
Quantum Algorithms
Quantum Query Complexity
Query Complexity
Communication Complexity
Hamiltonian Simulation
得分1k
25
3
Approximation Algorithm
Convex Body
Computer Science
Random Walk
Lower Bound
得分1k
26
17
Differential Privacy
Computer Science
Data Analysis
Privacy
Private Data Analysis
得分1k
27
26
Hardness Of Approximation
Computational Complexity
PCP
Fourier Analysis
Property Testing
得分1k
28
17
Homomorphic Encryption
Public Key Encryption
Cryptography
Fully Homomorphic Encryption
Functional Encryption
得分1k
29
20
Fine-grained Complexity
SETH
Edit Distance
Rna Folding
Graph Theory
得分990
30
1
Circuit Complexity
Satisfiability
Lower Bound
Computational Complexity
Matrix Multiplication
得分986
31
11
Lower Bound
Proof Complexity
Communication Complexity
Computational Complexity
Lower Bounds
得分986
32
27
Sum-of-squares
Lower Bounds
Computational Complexity
Robust Statistics
Lifting Theorems
得分975
33
12
Computational Complexity
Mixture Models
Polynomial Time Algorithm
Robustness
Theory
得分975
34
8
Data Structure
Dynamic Graph Algorithms
Web Search Engine
Algorithms
Computer Science
得分974
35
38
Semidefinite Programming
Sum Of Squares Method
Tensor Decomposition
Average-case Hardness
Information-computation Gaps
得分956
36
11
Differential Privacy
Approximation Algorithm
Lower Bound
Metric Space
Polynomial Time
得分939
37
37
Linear System Solvers
Random Spanning Trees
Preconditioning
Sdd Linear Systems
Algorithms
得分934
38
7
Differential Privacy
Machine Learning
Computational Complexity
Matrix Completion
Upper Bound
得分910
39
21
Communication Complexity
Edit Distance
Computational Complexity
Revenue Monotonicity
Approximate Nash Equilibria
得分903
40
22
Public Key
Secret Key
Indistinguishability Obfuscation
Communication Complexity
Cryptography
得分886
41
28
Distributed Graph Algorithms
Log N
Maximal Independent Set
Distributed Algorithms
Congested Clique
得分870
42
66
Quantum Algorithm
Quantum Algorithms
Quantum Signal Processing
Contact Process
Power Series
得分857
43
33
Boolean Function
Boolean Functions
Computational Complexity
Lower Bound
Uniform Distribution
得分853
44
20
Obfuscation
Indistinguishability Obfuscation
Cryptography
Zero-knowledge
Succinct Non-interactive Argument
得分828
45
26
Sparsification
Stationary Distribution
Structural Similarity
Sampling
Graphlets
得分814
46
22
Hypervolume Indicator
Fine-grained Complexity
Computational Geometry
Multiobjective Optimization
Approximation
得分813
47
7
Lower Bound
Computational Complexity
Communication Complexity
Computer Science
Upper Bound
得分801
48
61
Differential Privacy
Data Structure
Mechanism Design
Lower Bound
General
得分797
49
1
Approximation Algorithms
Approximation Algorithm
Computer Science
Linear Programming
Scheduling
得分791
50
14
Lower Bound
Communication Complexity
Computational Complexity
Lower Bounds
Satisfiability
得分789
51
30
Differential Privacy
Approximate Degree
Polynomial Approximation
Pac Learning
Communication Complexity
得分777
52
18
Biochar
Suction
Green Infrastructure
Soil Suction
Soil Water Retention
得分775
53
5
Differential Privacy
Data Analysis
Database D
Privacy
Cryptography
得分774
54
34
Nearest Neighbor Search
Combinatorial O
Undirected Graph
General
Theory
得分753
55
18
Spectral Graph Theory
Spectral Sparsification
Undirected Graph
Laplacian
Stationary Distribution
得分740
56
4
Lower Bound
Data Structure
Edit Distance
Nearest Neighbor
Communication Complexity
得分739
57
18
Differential Privacy
Interactive Proof
Cryptography
Privacy
Program Obfuscation
得分738
58
19
Cryptography
Computational Complexity
Pseudorandom Generator
One-way Function
Pseudo Random Function
得分714
59
45
Approximation Algorithms
Approximation Algorithm
Salesman Problem
Randomized Rounding
Constant Factor
得分701
60
36
Quantum Optics
Quantum Mechanics
Quantum Nonlocality
Quantum Communication
Quantum Information
得分695
61
80
Delegation
Interactive Proofs
Property Testing
Computational Complexity
Zero-knowledge Protocols
得分693
62
40
Quantum Computing
Quantum Computer
Computational Complexity
Quantum Physics
Quantum Mechanics
得分689
63
73
Approximation Theory
Graph Sparsification
Vertex Cover
Discrete Mathematics
Balanced Separator
得分688
64
25
Quantum Computer
Quantum Algorithm
Quantum Physics
Quantum Algorithms
Quantum Walk
得分687
65
22
Nash Equilibria
Algorithms
Nash Equilibrium
Computational Complexity
Lower Bound
得分684
66
29
Approximation Algorithm
Log N
Computational Complexity
Approximation Algorithms
Approximation Ratio
得分680
67
64
Permanent
High-dimensional Expanders
Approximation Algorithm
Perfect Matching
Log-concave Polynomials
得分667
68
Games
Hamiltonian Simulation
Mobile Content
Mobile Content Sharing
Motivations
得分662
69
9
Polynomials
Lower Bound
Computational Complexity
Weight Distribution
Communication Complexity
得分649
70
23
Network Coding
Protocols
Lower Bound
Data Structure
Radio Networks
得分644
71
9
Computational Complexity
Zero Knowledge
Differential Privacy
Cryptography
Polynomial Time
得分643
72
25
Lattices
Closest Vector Problem
Lattice Problems
CVP
Fine-grained Complexity
得分633
73
19
Computational Complexity
Cryptography
Zero Knowledge
Computer Science
Random Oracle
得分632
74
38
Lower Bound
Theory
Submodular Maximization
Algorithms
Design
得分632
75
24
Data Structure
Streaming Algorithm
Data Stream
Streaming
Algorithms
得分630
76
17
Data Structure
Compressed Sensing
Sparse Recovery
Computational Complexity
Pattern Matching
得分626
77
15
Cryptography
Non-malleable Codes
Lattices
Shortest Vector Problem
Lattice Problems
得分626
78
37
Hardness Of Approximation
Computational Complexity
Unique Games Conjecture
Log N
PCP
得分617
79
26
Entropy
Information Theory
Community Detection
Channel Coding
Encoding
得分614
80
59
Lattices
Computational Complexity
Computer Science
Communication Complexity
Hardness Of Approximation
得分609
81
Tensor Decomposition
Generalization Bounds
Deep Learning Theory
Deep Learning
Communication Complexity
得分601
82
29
Online Algorithm
Sample Complexity
Algorithms
Revenue Maximization
Online Matching
得分600
83
36
Mixing Time
Random Graph
Ising Model
Phase Transition
Potts Model
得分596
84
14
Quantum Physics
Lower Bound
Quantum Computing
Quantum Algorithm
Computational Complexity
得分580
85
37
Parallel Repetition
Indistinguishability Obfuscation
Fiat-shamir Heuristic
Randomized Encodings
Delegation Of Computation
得分577
86
14
Computational Complexity
Pseudorandom Generator
Halfspaces
Log N
Pseudorandom Generators
得分577
87
19
Approximation Algorithm
Hardness Of Approximation
Approximation Algorithms
Log N
Log Log N
得分567
88
Cryptography
Indistinguishability Obfuscation
One-way Function
One Way Function
Non-malleable Commitment
得分565
89
Maximum Flow
Interior Point Method
Graphs
Data Structures
Computer Science
得分564
90
Computational Complexity
Space Complexity
Line Graph
Sum Of Squares
Lower Bounds
得分564
91
10
Semidefinite Programming
Unique Games Conjecture
Hardness Of Approximation
Constraint Satisfaction Problem
Approximation Algorithms
得分564
92
73
Quantum Computer
Quantum Physics
Quantum Circuit
Quantum Algorithm
Quantum Information
得分553
93
22
Computer Science
Price Of Anarchy
Nash Equilibrium
Theoretical Computer Science
Network Design
得分549
94
5
Boolean Function
Computational Learning Theory
Pac Learning
Computational Complexity
Lower Bound
得分541
95
69
Quantum Machine Learning
Inflammation
Sampling
In Vivo Imaging
Nanoprobe
得分539
96
35
Polynomial Time Algorithm
Stochastic Context-free Grammar
Time Polynomial
Fixed Point Solution
Multivariate System
得分536
97
13
Quantum Physics
Quantum Information
Quantum Channel
Quantum Computing
Quantum Information Theory
得分531
98
24
Social Networks
Dimensionality Reduction
Leverage Score Sampling
Low-rank Approximation
Leverage Scores
得分530
99
95
Linear Program
Interior Point Method
Data Structures
Nearly Linear Time
Reachability
得分528
1
7
Ising Model
Conformal Invariance
Scaling Limit
Conformal Field Theory
Scaling Limits
得分2k
2
7
Random Matrices
Free Probability
Permutations
Schur Weyl Duality
Gradient Descent
得分2k
3
7
Deep Learning
Gradient Descent
Neural Networks
Deep Neural Networks
Input Data
得分2k
4
1
Linear Program
Convex Optimization
Interior Point Method
Differential Privacy
Sampling
得分2k
5
7
Lower Bound
Distributed Computing
Graph Algorithms
Time Complexity
Random Walk
得分2k
6
2
Maximum Flow
Linear Program
Interior Point Method
Linear Systems
Stationary Distribution
得分2k
7
56
Error-correcting Codes
Key Derivation
Fuzzy Extractors
Secure Sketches
Error-tolerance
得分1k
8
5
Semidefinite Programming
Unique Games Conjecture
Computational Complexity
Approximation Algorithms
Unique Games
得分1k
9
8
Parallel Algorithms
Maximum Flow
Spectral Graph Theory
Algorithms
Linear System
得分1k
10
8
Lower Bounds
Fine-grained Complexity
SETH
Conditional Lower Bounds
Hardness In P
得分1k
11
33
Stationary Distribution
Theory
Algorithms
Interior Point Methods
Sparse, Structured, And Very Large Systems
得分1k
12
3
Regret Minimization
Stochastic Gradient Descent
Spectral Sparsification
Gradient Descent
Time Complexity
得分1k
13
6
Lower Bound
Communication Complexity
Data Stream
Data Streams
Algorithms
得分1k
14
42
Expander Decomposition
Maximum Flow
Dynamic Graph Algorithms
Data Structures
Graph Algorithms
得分1k
15
8
Differential Privacy
Cooperative Jamming
Gaussian Noise
Noise Forwarding
Deaf Cooperation
得分1k
16
4
Pac Learning
Uniform Distribution
Membership Query
Differential Privacy
Agnostic Learning
得分1k
17
11
Differential Privacy
Computer Science
Machine Learning
Local Differential Privacy
Privacy
得分1k
18
17
Zero Knowledge
Secure Computation
Cryptography
Computational Complexity
Zero Knowledge Proof
得分1k
19
得分1k
20
1
Matrix Multiplication
Fine-grained Complexity
Approximation Algorithms
Time Algorithm
Weighted Graph
得分1k
21
19
Standard Model
Public Key
Attribute-based Encryption
Private Key
Attribute Based Encryption
得分1k
22
8
Polynomial Threshold Function
Polynomial Threshold Functions
Computational Complexity
Pseudorandom Generator
Gaussian Distribution
得分1k
23
17
Boolean Function
Robust Statistics
Theory
Algorithms
Polynomials
得分1k
24
24
Quantum Algorithms
Quantum Query Complexity
Query Complexity
Communication Complexity
Hamiltonian Simulation
得分1k
25
3
Approximation Algorithm
Convex Body
Computer Science
Random Walk
Lower Bound
得分1k
26
17
Differential Privacy
Computer Science
Data Analysis
Privacy
Private Data Analysis
得分1k
27
26
Hardness Of Approximation
Computational Complexity
PCP
Fourier Analysis
Property Testing
得分1k
28
17
Homomorphic Encryption
Public Key Encryption
Cryptography
Fully Homomorphic Encryption
Functional Encryption
得分1k
29
20
Fine-grained Complexity
SETH
Edit Distance
Rna Folding
Graph Theory
得分990
30
1
Circuit Complexity
Satisfiability
Lower Bound
Computational Complexity
Matrix Multiplication
得分986
31
11
Lower Bound
Proof Complexity
Communication Complexity
Computational Complexity
Lower Bounds
得分986
32
27
Sum-of-squares
Lower Bounds
Computational Complexity
Robust Statistics
Lifting Theorems
得分975
33
12
Computational Complexity
Mixture Models
Polynomial Time Algorithm
Robustness
Theory
得分975
34
8
Data Structure
Dynamic Graph Algorithms
Web Search Engine
Algorithms
Computer Science
得分974
35
38
Semidefinite Programming
Sum Of Squares Method
Tensor Decomposition
Average-case Hardness
Information-computation Gaps
得分956
36
11
Differential Privacy
Approximation Algorithm
Lower Bound
Metric Space
Polynomial Time
得分939
37
37
Linear System Solvers
Random Spanning Trees
Preconditioning
Sdd Linear Systems
Algorithms
得分934
38
7
Differential Privacy
Machine Learning
Computational Complexity
Matrix Completion
Upper Bound
得分910
39
21
Communication Complexity
Edit Distance
Computational Complexity
Revenue Monotonicity
Approximate Nash Equilibria
得分903
40
22
Public Key
Secret Key
Indistinguishability Obfuscation
Communication Complexity
Cryptography
得分886
41
28
Distributed Graph Algorithms
Log N
Maximal Independent Set
Distributed Algorithms
Congested Clique
得分870
42
66
Quantum Algorithm
Quantum Algorithms
Quantum Signal Processing
Contact Process
Power Series
得分857
43
33
Boolean Function
Boolean Functions
Computational Complexity
Lower Bound
Uniform Distribution
得分853
44
20
Obfuscation
Indistinguishability Obfuscation
Cryptography
Zero-knowledge
Succinct Non-interactive Argument
得分828
45
26
Sparsification
Stationary Distribution
Structural Similarity
Sampling
Graphlets
得分814
46
22
Hypervolume Indicator
Fine-grained Complexity
Computational Geometry
Multiobjective Optimization
Approximation
得分813
47
7
Lower Bound
Computational Complexity
Communication Complexity
Computer Science
Upper Bound
得分801
48
61
Differential Privacy
Data Structure
Mechanism Design
Lower Bound
General
得分797
49
1
Approximation Algorithms
Approximation Algorithm
Computer Science
Linear Programming
Scheduling
得分791
50
14
Lower Bound
Communication Complexity
Computational Complexity
Lower Bounds
Satisfiability
得分789
51
30
Differential Privacy
Approximate Degree
Polynomial Approximation
Pac Learning
Communication Complexity
得分777
52
18
Biochar
Suction
Green Infrastructure
Soil Suction
Soil Water Retention
得分775
53
5
Differential Privacy
Data Analysis
Database D
Privacy
Cryptography
得分774
54
34
Nearest Neighbor Search
Combinatorial O
Undirected Graph
General
Theory
得分753
55
18
Spectral Graph Theory
Spectral Sparsification
Undirected Graph
Laplacian
Stationary Distribution
得分740
56
4
Lower Bound
Data Structure
Edit Distance
Nearest Neighbor
Communication Complexity
得分739
57
18
Differential Privacy
Interactive Proof
Cryptography
Privacy
Program Obfuscation
得分738
58
19
Cryptography
Computational Complexity
Pseudorandom Generator
One-way Function
Pseudo Random Function
得分714
59
45
Approximation Algorithms
Approximation Algorithm
Salesman Problem
Randomized Rounding
Constant Factor
得分701
60
36
Quantum Optics
Quantum Mechanics
Quantum Nonlocality
Quantum Communication
Quantum Information
得分695
61
80
Delegation
Interactive Proofs
Property Testing
Computational Complexity
Zero-knowledge Protocols
得分693
62
40
Quantum Computing
Quantum Computer
Computational Complexity
Quantum Physics
Quantum Mechanics
得分689
63
73
Approximation Theory
Graph Sparsification
Vertex Cover
Discrete Mathematics
Balanced Separator
得分688
64
25
Quantum Computer
Quantum Algorithm
Quantum Physics
Quantum Algorithms
Quantum Walk
得分687
65
22
Nash Equilibria
Algorithms
Nash Equilibrium
Computational Complexity
Lower Bound
得分684
66
29
Approximation Algorithm
Log N
Computational Complexity
Approximation Algorithms
Approximation Ratio
得分680
67
64
Permanent
High-dimensional Expanders
Approximation Algorithm
Perfect Matching
Log-concave Polynomials
得分667
68
Games
Hamiltonian Simulation
Mobile Content
Mobile Content Sharing
Motivations
得分662
69
9
Polynomials
Lower Bound
Computational Complexity
Weight Distribution
Communication Complexity
得分649
70
23
Network Coding
Protocols
Lower Bound
Data Structure
Radio Networks
得分644
71
9
Computational Complexity
Zero Knowledge
Differential Privacy
Cryptography
Polynomial Time
得分643
72
25
Lattices
Closest Vector Problem
Lattice Problems
CVP
Fine-grained Complexity
得分633
73
19
Computational Complexity
Cryptography
Zero Knowledge
Computer Science
Random Oracle
得分632
74
38
Lower Bound
Theory
Submodular Maximization
Algorithms
Design
得分632
75
24
Data Structure
Streaming Algorithm
Data Stream
Streaming
Algorithms
得分630
76
17
Data Structure
Compressed Sensing
Sparse Recovery
Computational Complexity
Pattern Matching
得分626
77
15
Cryptography
Non-malleable Codes
Lattices
Shortest Vector Problem
Lattice Problems
得分626
78
37
Hardness Of Approximation
Computational Complexity
Unique Games Conjecture
Log N
PCP
得分617
79
26
Entropy
Information Theory
Community Detection
Channel Coding
Encoding
得分614
80
59
Lattices
Computational Complexity
Computer Science
Communication Complexity
Hardness Of Approximation
得分609
81
Tensor Decomposition
Generalization Bounds
Deep Learning Theory
Deep Learning
Communication Complexity
得分601
82
29
Online Algorithm
Sample Complexity
Algorithms
Revenue Maximization
Online Matching
得分600
83
36
Mixing Time
Random Graph
Ising Model
Phase Transition
Potts Model
得分596
84
14
Quantum Physics
Lower Bound
Quantum Computing
Quantum Algorithm
Computational Complexity
得分580
85
37
Parallel Repetition
Indistinguishability Obfuscation
Fiat-shamir Heuristic
Randomized Encodings
Delegation Of Computation
得分577
86
14
Computational Complexity
Pseudorandom Generator
Halfspaces
Log N
Pseudorandom Generators
得分577
87
19
Approximation Algorithm
Hardness Of Approximation
Approximation Algorithms
Log N
Log Log N
得分567
88
Cryptography
Indistinguishability Obfuscation
One-way Function
One Way Function
Non-malleable Commitment
得分565
89
Maximum Flow
Interior Point Method
Graphs
Data Structures
Computer Science
得分564
90
Computational Complexity
Space Complexity
Line Graph
Sum Of Squares
Lower Bounds
得分564
91
10
Semidefinite Programming
Unique Games Conjecture
Hardness Of Approximation
Constraint Satisfaction Problem
Approximation Algorithms
得分564
92
73
Quantum Computer
Quantum Physics
Quantum Circuit
Quantum Algorithm
Quantum Information
得分553
93
22
Computer Science
Price Of Anarchy
Nash Equilibrium
Theoretical Computer Science
Network Design
得分549
94
5
Boolean Function
Computational Learning Theory
Pac Learning
Computational Complexity
Lower Bound
得分541
95
69
Quantum Machine Learning
Inflammation
Sampling
In Vivo Imaging
Nanoprobe
得分539
96
35
Polynomial Time Algorithm
Stochastic Context-free Grammar
Time Polynomial
Fixed Point Solution
Multivariate System
得分536
97
13
Quantum Physics
Quantum Information
Quantum Channel
Quantum Computing
Quantum Information Theory
得分531
98
24
Social Networks
Dimensionality Reduction
Leverage Score Sampling
Low-rank Approximation
Leverage Scores
得分530
99
95
Linear Program
Interior Point Method
Data Structures
Nearly Linear Time
Reachability
得分528