Leaderboards/Software System Performance and Reliability

Software System Performance and Reliability

Last updated July 7, 2026

Rising Stars

New and hot

Rising Stars Researchers

1
Fábio Madeira
European Bioinformatics Institute
2
Xinyi Hou
Huazhong University of Science and Technology
3
Priyan Vaithilingam
Harvard University Press
4
Shutian Luo
University of Virginia
5
Raymon van Dinter
Wageningen University & Research
6
Haixuan Guo
Utah State University
7
Zhipeng Jia
Tsinghua University
8
Chanathip Pornprasit
Monash University
9
Gustavo González-Granadillo
Atos (Spain)
10
Grzegorz Blinowski
Warsaw University of Technology

Rising Stars Papers

1
The EMBL-EBI Job Dispatcher sequence analysis tools framework in 2024
Nucleic Acids Research|2024
1.6k cit.
2
Large Language Models for Software Engineering: A Systematic Literature Review
ACM Transactions on Software Engineering and Methodology|2024
692 cit.
3
Fine-tuning and prompt engineering for large language models-based code review automation
Information and Software Technology|2024
86 cit.
4
Model Context Protocol (MCP): Landscape, Security Threats, and Future Research Directions
ACM Transactions on Software Engineering and Methodology|2026
71 cit.
5
DynaVis: Dynamically Synthesized UI Widgets for Visualization Editing
Unknown Journal|2024
51 cit.
6
Imagining a Future of Designing with AI: Dynamic Grounding, Constructive Negotiation, and Sustainable Motivation
Designing Interactive Systems Conference|2024
30 cit.
7
Using EMBL‐EBI Services via Web Interface and Programmatically via Web Services
Current Protocols|2024
21 cit.
8
On the (In)Security of LLM App Stores
Unknown Journal|2025
7 cit.
9
Embracing Imbalance: Dynamic Load Shifting among Microservice Containers in Shared Clusters
Unknown Journal|2025
2 cit.
10
Dynamic warping as a sensor reconstruction method for remaining useful life estimation
Knowledge-Based Systems|2025
2 cit.

Emerging Leaders

Gaining momentum

Emerging Leaders Researchers

1
Christina Delimitrou
Stanford University
2
Chakkrit Tantithamthavorn
Monash University
3
Elena L. Glassman
Harvard University
4
Stefan Tilkov
Inno (Germany)
5
Weiyi Shang
University of Waterloo
6
Abdullah Alshanqiti
Islamic University of Madinah
7
Soohyun Nam Liao
University of California San Diego
8
Valentina Lenarduzzi
Free University of Bozen-Bolzano
9
Joel Krajewski
University of Vienna
10
Gustavo Van Erven
Universidade de Brasília

Emerging Leaders Papers

1
Expectation vs. Experience: Evaluating the Usability of Code Generation Tools Powered by Large Language Models
CHI Conference on Human Factors in Computing Systems Extended Abstracts|2022
550 cit.
2
LineVul
Unknown Journal|2022
326 cit.
3
DeepLineDP: Towards a Deep Learning Approach for Line-Level Defect Prediction
IEEE Transactions on Software Engineering|2022
126 cit.
4
ChainForge: A Visual Toolkit for Prompt Engineering and LLM Hypothesis Testing
Unknown Journal|2024
124 cit.
5
Where to Hide a Stolen Elephant: Leaps in Creative Writing with Multimodal Machine Intelligence
ACM Transactions on Computer-Human Interaction|2022
117 cit.
6
Fine-tuning and prompt engineering for large language models-based code review automation
Information and Software Technology|2024
86 cit.
7
GPT2SP: A Transformer-Based Agile Story Point Estimation Approach
IEEE Transactions on Software Engineering|2022
69 cit.
8
Just-in-time software vulnerability detection: Are we there yet?
Journal of Systems and Software|2022
65 cit.
9
AQUATOPE: QoS-and-Uncertainty-Aware Resource Management for Multi-stage Serverless Workflows
Unknown Journal|2022
65 cit.
10
AutoTransform
Proceedings of the 44th International Conference on Software Engineering|2022
58 cit.

Current Senior Leaders

Established & currently active

Current Senior Leaders Researchers

1
Kishor S. Trivedi
Duke University
2
Michael R. Lyu
Chinese University of Hong Kong
3
Lesley Stewart
University of York
4
Ahmed E. Hassan
Queen's University
5
Andreas Zeller
Saarland University
6
David Walker
Princeton University
7
Sam Toueg
Cornell University
8
Jörg Henseler
University of Twente
9
Dongmei Zhang
Microsoft Research Asia (China)
10
Michael I. Jordan
University of California, Berkeley

Current Senior Leaders Papers

1
A new criterion for assessing discriminant validity in variance-based structural equation modeling
Journal of the Academy of Marketing Science|2014
33.7k cit.
2
Latent dirichlet allocation
Journal of Machine Learning Research|2003
27k cit.
3
Preferred reporting items for systematic review and meta-analysis protocols (PRISMA-P) 2015 statement
Systematic Reviews|2015
26.5k cit.
4
Using PLS path modeling in new technology research: updated guidelines
Industrial Management & Data Systems|2016
6.7k cit.
5
Extracting summary statistics to perform meta-analyses of the published literature for survival endpoints
Statistics in Medicine|1998
4.8k cit.
6
An Introduction to Variational Methods for Graphical Models
Machine Learning|1999
3.8k cit.
7
An Internal Model for Sensorimotor Integration
Science|1995
3.6k cit.
8
Common Beliefs and Reality About PLS
Organizational Research Methods|2014
3.2k cit.
9
Optimal feedback control as a theory of motor coordination
Nature Neuroscience|2002
3.1k cit.
10
An empirical comparison of the efficacy of covariance-based and variance-based SEM
International Journal of Research in Marketing|2009
2.9k cit.

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