Leaderboards/Mobile Agent-Based Network Management

Mobile Agent-Based Network Management

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Abdelkader Mekrache
EURECOM
2
Yefeng Liu
Jiangsu University
3
Sijing Ji
Xidian University
4
Liz Martínez Marrero
University of Luxembourg
5
Senbai Zhang
PLA Army Engineering University
6
Yudong Huang
Beijing University of Posts and Telecommunications
7
Koosha Paridel
KU Leuven
8
Weiyi Yang
National University of Defense Technology
9
Zhenyu Chang
Tiangong University
10
Muhammad Aslam
Ghent University

Rising Stars Papers

1
Intent-Based Management of Next-Generation Networks: an LLM-Centric Approach
IEEE Network|2024
90 cit.
2
Large Language Models for Networking: Applications, Enabling Techniques, and Challenges
IEEE Network|2024
71 cit.
3
Middleware for the Internet of Things, Design Goals and Challenges
Technische Universität Berlin – Universitätsbibliothek|2024
47 cit.
4
Fast Finite-Time Bipartite Formation With Obstacle Avoidance for Time-Delay Multiagent Systems: Application in Mobile Robot Swarm
IEEE Transactions on Industrial Informatics|2025
45 cit.
5
GRLR: Routing With Graph Neural Network and Reinforcement Learning for Mega LEO Satellite Constellations
IEEE Transactions on Vehicular Technology|2024
31 cit.
6
Formation Control and Obstacle Avoidance Design for Networked USV Swarm With Exogenous Disturbance Under Intermittent Communication
IEEE Transactions on Network Science and Engineering|2025
26 cit.
7
LLM-enabled Intent-driven Service Configuration for Next Generation Networks
Unknown Journal|2024
25 cit.
8
On Combining XAI and LLMs for Trustworthy Zero-Touch Network and Service Management in 6G
IEEE Communications Magazine|2024
23 cit.
9
Dynamic Space-Ground Integrated Mobility Management Strategy for Mega LEO Satellite Constellations
IEEE Transactions on Wireless Communications|2024
20 cit.
10
Machine Learning in FCAPS: Toward Enhanced Beyond 5G Network Management
IEEE Communications Surveys & Tutorials|2024
11 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Naresh Nayak
Robert Bosch (Germany)
2
B. Rusholme
California Institute of Technology
3
Yingguo Chen
National University of Defense Technology
4
Shangding Gu
Technical University of Munich
5
Jiakun Wen
Beijing Jiaotong University
6
Stefan Thomas
Ripple (United States)
7
Chan Xu
Wuhan University
8
Fabio Giust
Universidad Carlos III de Madrid
9
Yutong Wang
Beijing University of Technology
10
Yu Zhu
Rice University

Emerging Leaders Papers

1
Safe multi-agent reinforcement learning for multi-robot control
Artificial Intelligence|2023
121 cit.
2
Research on Virtual Coupled Train Control Method Based on GPC & VAPF
Chinese Journal of Electronics|2022
91 cit.
3
A Light in the Dark: Searching for Electromagnetic Counterparts to Black Hole–Black Hole Mergers in LIGO/Virgo O3 with the Zwicky Transient Facility
The Astrophysical Journal|2023
86 cit.
4
Pavement Defect Detection With Deep Learning: A Comprehensive Survey
IEEE Transactions on Intelligent Vehicles|2023
60 cit.
5
Establishing accretion flares from supermassive black holes as a source of high-energy neutrinos
Monthly Notices of the Royal Astronomical Society|2024
54 cit.
6
The Hydrogen-poor Superluminous Supernovae from the Zwicky Transient Facility Phase I Survey. II. Light-curve Modeling and Characterization of Undulations
The Astrophysical Journal|2023
50 cit.
7
SCRIMP: Scalable Communication for Reinforcement- and Imitation-Learning-Based Multi-Agent Pathfinding
Unknown Journal|2023
50 cit.
8
1100 days in the life of the supernova 2018ibb
Astronomy and Astrophysics|2023
40 cit.
9
SED-YOLO based multi-scale attention for small object detection in remote sensing
Scientific Reports|2025
36 cit.
10
A Uniform Type Ia Supernova Distance Ladder with the Zwicky Transient Facility: Absolute Calibration Based on the Tip of the Red Giant Branch Method
The Astrophysical Journal|2022
34 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
David B. Johnson
University of Central Missouri
2
Katia Sycara
Carnegie Mellon University
3
Hyo‐Sung Ahn
Gwangju Institute of Science and Technology
4
Franco Zambonelli
University of Modena and Reggio Emilia
5
Nancy Lynch
Massachusetts Institute of Technology
6
Michael Wooldridge
University of Oxford
7
Giovanni Vigna
University of California, Santa Barbara
8
Henning Schulzrinne
Columbia University
9
Carles Sierra
Artificial Intelligence Research Institute
10
Fred Y. Hadaegh
California Institute of Technology

Current Senior Leaders Papers

1
Intelligent agents: theory and practice
The Knowledge Engineering Review|1995
6.6k cit.
2
Mobility Support in IPv6
Unknown Journal|1996
3.3k cit.
3
The Dynamic Source Routing Protocol for Mobile Ad Hoc Networks (DSR)
Medical Entomology and Zoology|2004
3.2k cit.
4
A survey of multi-agent formation control
Automatica|2014
2.4k cit.
5
A Roadmap of Agent Research and Development
Autonomous Agents and Multi-Agent Systems|1998
2.1k cit.
6
The Gaia Methodology for Agent-Oriented Analysis and Design
Autonomous Agents and Multi-Agent Systems|2000
1.9k cit.
7
Brewer's conjecture and the feasibility of consistent, available, partition-tolerant web services
ACM SIGACT News|2002
1.7k cit.
8
Iterative Learning Control: Brief Survey and Categorization
IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)|2007
1.6k cit.
9
Packet leashes: a defense against wormhole attacks in wireless networks
Unknown Journal|2004
1.5k cit.
10
Automated Negotiation: Prospects, Methods and Challenges
Group Decision and Negotiation|2001
1.4k cit.

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