University, Subject, Country, Region, World
Toyota Technological Institute 60 Scientists Subject Rankings - 2025
The AD Scientific Index (Alper-Doger Scientific Index) provides the most comprehensive analysis across 13 main fields and 197 sub-branches at global, national, and regional levels. These analyses are based on indicators such as the H-index, i10-index, and citation count, including their values from the last 6 years. As of Feb 17, 2025, the rankings are determined according to the Total H Index. BETA VERSION: The subject field rankings for the world, regions, countries, and universities are currently in their Beta phase. This is due to the exclusion of (910.673) scientists categorized under ‘Others’, whose profiles have yet to be determined, edited, or classified. As updates are made to these fields, the rankings will be adjusted accordingly. Note: Please keep this in mind while reviewing the rankings. For further details, explore our [University Subject Rankings].
* Total H IndexRankings
Ranking Based On Selection: 1
Theoretical Computer Science
Machine Learning
Approximation Algorithms
Algorithmic Game Theory
Privacy
Metrics
H-Index
i10 Index
Citation Counts
81
181
42,515
* Total H IndexRankings
Ranking Based On Selection: 2
Machine Learning
Statistical Learning Theory
Metrics
H-Index
i10 Index
Citation Counts
77
166
36,433
* Total H IndexRankings
Ranking Based On Selection: 3
Artificial Intelligence
Machine Learning
Computer Vision
Programming Languages
Formal Methods
Metrics
H-Index
i10 Index
Citation Counts
67
118
43,110
* Total H IndexRankings
Ranking Based On Selection: 4
Computer Vision
Human-Computer Interaction
Augmented Reality
Computational Photography
Mobile Computing
Metrics
H-Index
i10 Index
Citation Counts
62
139
45,078
* Total H IndexRankings
Ranking Based On Selection: 5
Machine Learning
Algorithm and Optimization
Computational Biology
Metrics
H-Index
i10 Index
Citation Counts
55
110
16,631
* Total H IndexRankings
Ranking Based On Selection: 6
speech and language processing
machine learning
Metrics
H-Index
i10 Index
Citation Counts
54
117
14,927
* Total H IndexRankings
Ranking Based On Selection: 7
Natural Language Processing
Machine Learning
Metrics
H-Index
i10 Index
Citation Counts
47
94
31,306
* Total H IndexRankings
Ranking Based On Selection: 8
Computer Vision
Machine Learning
Metrics
H-Index
i10 Index
Citation Counts
46
74
16,277
* Total H IndexRankings
Ranking Based On Selection: 9
Learning Theory
Machine Learning
Optimization
Reinforcement Learning
Metrics
H-Index
i10 Index
Citation Counts
43
70
9,085
* Total H IndexRankings
Ranking Based On Selection: 10
Natural Language Processing
Artificial Intelligence
Information Extraction
Text Mining
Metrics
H-Index
i10 Index
Citation Counts
40
70
7,884
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* Total H IndexRankings
Ranking Based On Selection: 11
Theoretical Computer Science
Approximation Algorithms
Combinatorial Optimization
Beyond Worst-Case Analysis
Metric Geometry
Metrics
H-Index
i10 Index
Citation Counts
32
50
2,871
* Total H IndexRankings
Ranking Based On Selection: 12
Machine learning
speech processing
Metrics
H-Index
i10 Index
Citation Counts
29
47
4,227
* Total H IndexRankings
Ranking Based On Selection: 13
Learning Theory
Statistics
Artificial Intelligence
Metrics
H-Index
i10 Index
Citation Counts
29
55
4,335
* Total H IndexRankings
Ranking Based On Selection: 14
Machine Learning
AI Security & Privacy
Inference Acceleration
World Models
Metrics
H-Index
i10 Index
Citation Counts
28
46
5,451
* Total H IndexRankings
Ranking Based On Selection: 15
Artificial Intelligence
Metrics
H-Index
i10 Index
Citation Counts
28
48
2,698
* Total H IndexRankings
Ranking Based On Selection: 16
Language Models
Machine learning and optimization
Metrics
H-Index
i10 Index
Citation Counts
27
34
6,081
* Total H IndexRankings
Ranking Based On Selection: 17
Theoretical Computer Science
Metrics
H-Index
i10 Index
Citation Counts
24
37
1,927
* Total H IndexRankings
Ranking Based On Selection: 18
Optimization
Machine Learning
Metrics
H-Index
i10 Index
Citation Counts
20
26
3,816
* Total H IndexRankings
Ranking Based On Selection: 19
Theoretical Computer Science
Metrics
H-Index
i10 Index
Citation Counts
19
30
1,239
* Total H IndexRankings
Ranking Based On Selection: 20
Optimization
Machine Learning
Metrics
H-Index
i10 Index
Citation Counts
19
19
1,982
* Total H IndexRankings
Ranking Based On Selection: 21
Robotics
vision-based control
Metrics
H-Index
i10 Index
Citation Counts
19
30
1,124
* Total H IndexRankings
Ranking Based On Selection: 22
Data
Inverse Problems
Engineering Design
YUKI algorithm
Metrics
H-Index
i10 Index
Citation Counts
18
32
1,135
* Total H IndexRankings
Ranking Based On Selection: 23
Machine Learning
Learning Theory
Deep Learning Theory
Metrics
H-Index
i10 Index
Citation Counts
18
23
922
* Total H IndexRankings
Ranking Based On Selection: 24
Natural Language Processing
Language Models
Speech Recognition
Metrics
H-Index
i10 Index
Citation Counts
18
19
2,819
* Total H IndexRankings
Ranking Based On Selection: 25
Sublinear Algorithms
Algorithmic Fairness
Learning-Augmented Algorithms
Metrics
H-Index
i10 Index
Citation Counts
18
27
1,255
Avrim Blum
Metrics
H-Index
i10-Index
Citation Counts
81
181
42,515
Theoretical Computer Science
Machine Learning
Approximation Algorithms
Algorithmic Game Theory
Privacy
Nathan Srebro
Metrics
H-Index
i10-Index
Citation Counts
77
166
36,433
Machine Learning
Statistical Learning Theory
David Mcallester
Metrics
H-Index
i10-Index
Citation Counts
67
118
43,110
Artificial Intelligence
Machine Learning
Computer Vision
Programming Languages
Formal Methods
Matthew Turk
Metrics
H-Index
i10-Index
Citation Counts
62
139
45,078
Computer Vision
Human-Computer Interaction
Augmented Reality
Computational Photography
Mobile Computing
Jinbo Xu
Metrics
H-Index
i10-Index
Citation Counts
55
110
16,631
Machine Learning
Algorithm and Optimization
Computational Biology
Karen Livescu
Metrics
H-Index
i10-Index
Citation Counts
54
117
14,927
speech and language processing
machine learning
Kevin Gimpel
Metrics
H-Index
i10-Index
Citation Counts
47
94
31,306
Natural Language Processing
Machine Learning
Greg Shakhnarovich
Metrics
H-Index
i10-Index
Citation Counts
46
74
16,277
Computer Vision
Machine Learning
Karthik Sridharan
Metrics
H-Index
i10-Index
Citation Counts
43
70
9,085
Learning Theory
Machine Learning
Optimization
Reinforcement Learning
Makoto Miwa
Toyota Technological Institute
Nagoya, Japan
Metrics
H-Index
i10-Index
Citation Counts
40
70
7,884
Natural Language Processing
Artificial Intelligence
Information Extraction
Text Mining
Maximize your institution's potential with our 360° Institutional Analysis Subscription and Institutional Exclusive Package, offering comprehensive insights and strategic advantages.
Yury Makarychev
Metrics
H-Index
i10-Index
Citation Counts
32
50
2,871
Theoretical Computer Science
Approximation Algorithms
Combinatorial Optimization
Beyond Worst-Case Analysis
Metric Geometry
Weiran Wang
Metrics
H-Index
i10-Index
Citation Counts
29
47
4,227
Machine learning
speech processing
Steve Hanneke
Metrics
H-Index
i10-Index
Citation Counts
29
55
4,335
Learning Theory
Statistics
Artificial Intelligence
Hongyang Zhang|张弘扬
Metrics
H-Index
i10-Index
Citation Counts
28
46
5,451
Machine Learning
AI Security & Privacy
Inference Acceleration
World Models
Sasaki Yutaka
Toyota Technological Institute
Nagoya, Japan
Metrics
H-Index
i10-Index
Citation Counts
28
48
2,698
Suriya Gunasekar
Metrics
H-Index
i10-Index
Citation Counts
27
34
6,081
Language Models
Machine learning and optimization
Hamed Jabbari Asl
Toyota Technological Institute
Nagoya, Japan
Metrics
H-Index
i10-Index
Citation Counts
19
30
1,124
Robotics
vision-based control
Brahim Benaissa
Toyota Technological Institute
Nagoya, Japan
Metrics
H-Index
i10-Index
Citation Counts
18
32
1,135
Data
Inverse Problems
Engineering Design
YUKI algorithm
Gal Vardi
Metrics
H-Index
i10-Index
Citation Counts
18
23
922
Machine Learning
Learning Theory
Deep Learning Theory
Shubham Toshniwal
Metrics
H-Index
i10-Index
Citation Counts
18
19
2,819
Natural Language Processing
Language Models
Speech Recognition
Ali Vakilian
Metrics
H-Index
i10-Index
Citation Counts
18
27
1,255
Sublinear Algorithms
Algorithmic Fairness
Learning-Augmented Algorithms