Aldeida Aleti

Full Professor, Monash University

Joined

July 2019

Names

Aldeida Aleti (Preferred)

Emails

****@monash.edu (Confirmed)

Personal Links

Career & Education History

Full Professor

Monash University (monash.edu)

2023 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Software Engineering

2012 – Present

Publications

Beyond Neural Incompatibility: Easing Cross-Scale Knowledge Transfer in Large Language Models through Latent Semantic Alignment
Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
UntrustVul: An Automated Approach for Identifying Untrustworthy Alerts in Vulnerability Detection Models
Lam Nguyen Tung, Xiaoning Du, Neelofar, Aldeida Aleti
- CoRR 2025
- Readers: Everyone
A Semantic-based Optimization Approach for Repairing LLMs: Case Study on Code Generation
Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang
- CoRR 2025
- Readers: Everyone
Requirements-Driven Automated Software Testing: A Systematic Review
Fanyu Wang, Chetan Arora, Chakkrit Tantithamthavorn, Kaicheng Huang, Aldeida Aleti
- CoRR 2025
- Readers: Everyone
Vocabulary-Defined Semantics: Latent Space Clustering for Improving In-Context Learning
Jian Gu, Aldeida Aleti, Chunyang Chen, Hongyu Zhang
- Submitted to ICLR 2025
- Readers: Everyone
Test-based patch clustering for automatically-generated patches assessment
Matias Martinez, Maria Kechagia, Anjana Perera, Justyna Petke, Federica Sarro, Aldeida Aleti
- Empir. Softw. Eng. 2024
- Readers: Everyone
On the Impact of Lower Recall and Precision in Defect Prediction for Guiding Search-based Software Testing
Anjana Perera, Burak Turhan, Aldeida Aleti, Marcel Böhme
- ACM Trans. Softw. Eng. Methodol. 2024
- Readers: Everyone
Identifying and Explaining Safety-critical Scenarios for Autonomous Vehicles via Key Features
Neelofar, Aldeida Aleti
- ACM Trans. Softw. Eng. Methodol. 2024
- Readers: Everyone
Don't forget to change these functions! recommending co-changed functions in modern code review
Yang Hong, Chakkrit Tantithamthavorn, Patanamon Thongtanunam, Aldeida Aleti
- Inf. Softw. Technol. 2024
- Readers: Everyone
Automated Trustworthiness Oracle Generation for Machine Learning Text Classifiers
Lam Nguyen Tung, Steven Cho, Xiaoning Du, Neelofar, Valerio Terragni, Stefano Ruberto, Aldeida Aleti
- CoRR 2024
- Readers: Everyone

View all 120 publications

Co-Authors

View all 112 co-authors