Leaderboards/Logic, Reasoning, and Knowledge

Logic, Reasoning, and Knowledge

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Gianvincenzo Alfano
University of Calabria
2
Jiaoyang Li
Northeastern University
3
Aobo Kong
Nankai University
4
Xusheng Luo
Alibaba Group (China)
5
Alexander Balke
University of California, Los Angeles
6
Ranjan Sapkota
Cornell University
7
Meghyn Bienvenu
Université Paris-Sud
8
Damiano Azzolini
University of Ferrara
9
Bin Zhao
Peking University
10
Qandeel Sajid
University of Nevada, Reno

Rising Stars Papers

1
Comparing YOLOv8 and Mask R-CNN for instance segmentation in complex orchard environments
Artificial Intelligence in Agriculture|2024
174 cit.
2
Better Zero-Shot Reasoning with Role-Play Prompting
Unknown Journal|2024
142 cit.
3
AI Agents vs. Agentic AI: A Conceptual Taxonomy, Applications and Challenges
SuperIntelligence - Robotics - Safety & Alignment|2025
128 cit.
4
AI Agents vs. Agentic AI: A Conceptual taxonomy, applications and challenges
Information Fusion|2025
111 cit.
5
Immature Green Apple Detection and Sizing in Commercial Orchards Using YOLOv8 and Shape Fitting Techniques
IEEE Access|2024
49 cit.
6
Synthetic meets authentic: Leveraging LLM generated datasets for YOLO11 and YOLOv10-based apple detection through machine vision sensors
Smart Agricultural Technology|2024
48 cit.
7
Multi-Modal LLMs in Agriculture: A Comprehensive Review
IEEE Transactions on Automation Science and Engineering|2025
23 cit.
8
Multi-Agent Motion Planning With Bézier Curve Optimization Under Kinodynamic Constraints
IEEE Robotics and Automation Letters|2024
15 cit.
9
Scaling Lifelong Multi-Agent Path Finding to More Realistic Settings: Research Challenges and Opportunities
Proceedings of the International Symposium on Combinatorial Search|2024
14 cit.
10
Object detection with multimodal large vision-language models: An in-depth review
Information Fusion|2025
14 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Karol Pąk
University of Białystok
2
Christoph Matheja
RWTH Aachen University
3
Tiago Prince Sales
Free University of Bozen-Bolzano
4
Markus Ulbricht
Leipzig University of Applied Sciences
5
Steven Kutsch
FernUniversität in Hagen
6
Xiaohang Dong
Nankai University
7
Julian J. Schlöder
University of Connecticut
8
Carmine Dodaro
University of Calabria
9
Rouzbeh Hasheminezhad
ETH Zurich
10
Andrea Vezzosi
IT University of Copenhagen

Emerging Leaders Papers

1
Better Zero-Shot Reasoning with Role-Play Prompting
Unknown Journal|2024
142 cit.
2
Metaverse virtual social center for elderly communication in time of social distancing
Virtual Reality & Intelligent Hardware|2023
39 cit.
3
Epistemic Modals in Hypothetical Reasoning
Erkenntnis|2022
22 cit.
4
A Deductive Verification Infrastructure for Probabilistic Programs
Proceedings of the ACM on Programming Languages|2023
21 cit.
5
Inferential Deflationism
The Philosophical Review|2023
18 cit.
6
Enhancing children’s cognitive skills: An experimental study on virtual reality-based gamified educational practices
Education and Information Technologies|2023
13 cit.
7
Shedding new light on the foundations of abstract argumentation: Modularization and weak admissibility
Artificial Intelligence|2022
12 cit.
8
A FAIR catalog of ontology-driven conceptual models
Data & Knowledge Engineering|2023
12 cit.
9
Enhancing cognitive ability through a VR serious game training model mixing Piaget’s epistemological methodology and Lumosity concept
The Visual Computer|2022
11 cit.
10
Operating Room (Re)Scheduling with Bed Management via ASP
CINECA IRIS Institutial Research Information System (University of Genoa)|2022
9 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Nicholas R. Jennings
Loughborough University
2
Vladimir Lifschitz
The University of Texas at Austin
3
Hector J. Levesque
University of Toronto
4
Moshe Y. Vardi
Rice University
5
Enric Plaza
Artificial Intelligence Research Institute
6
Henri Prade
Université Toulouse III - Paul Sabatier
7
V. S. Subrahmanian
Northwestern University
8
Anthony R. Cassandra
Brown University
9
David J. Spiegelhalter
University of Cambridge
10
Héctor Geffner
RWTH Aachen University

Current Senior Leaders Papers

1
Intelligent agents: theory and practice
The Knowledge Engineering Review|1995
6.6k cit.
2
Case-Based Reasoning: Foundational Issues, Methodological Variations, and System Approaches
AI Communications|1994
5.5k cit.
3
WinBUGS - A Bayesian modelling framework: Concepts, structure, and extensibility
Statistics and Computing|2000
5.4k cit.
4
Planning and acting in partially observable stochastic domains
Artificial Intelligence|1998
4.1k cit.
5
Local Computations with Probabilities on Graphical Structures and Their Application to Expert Systems
Journal of the Royal Statistical Society Series B (Statistical Methodology)|1988
4k cit.
6
The stable model semantics for logic programming
Unknown Journal|1988
3.4k cit.
7
ROUGH FUZZY SETS AND FUZZY ROUGH SETS*
International Journal of General Systems|1990
2.9k cit.
8
Operations on fuzzy numbers
International Journal of Systems Science|1978
2.7k cit.
9
Classical negation in logic programs and disjunctive databases
New Generation Computing|1991
2.3k cit.
10
A Roadmap of Agent Research and Development
Autonomous Agents and Multi-Agent Systems|1998
2.1k cit.

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