RSS Feed Source: Academic Keys

Job ID: 262701

INESC TEC | Research Grant (AE2025-0422)
INESC TEC

Research Opportunities

Computer Science

Work description

Test GAN models: Compare leading GANs for tabular data, focusing on fairness and attribute consistency. Try LLMs: Use open-source LLMs with prompts adapted for generating tables. Compare quality: Check how well the synthetic data matches real data and supports predictive tasks. Create new metrics: Design metrics that combine statistical similarity with task performance. Publish results: Write and submit a paper to a conference or journal.

Academic Qualifications

BSc in Computer Science, Computer Engineering or similar

Minimum profile required

Enrolled in a Master’s program in the relevant admission area. Knowledge of Machine Learning techniques.

Preference factors

Enrolled in dissertation, project, or another course unit leading to the thesis writing.

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RSS Feed Source: Academic Keys

Job ID: 262705

INESC TEC | Research Grant (AE2025-0428)
INESC TEC

Research Opportunities

Computer Engineering

Work description

Study current models of Human-Centered AI (HCAI). Identify architectural patterns for integrating HCAI strategies. Analyze and study implementations of the identified patterns. Prepare activity reports and scientific articles.

Academic Qualifications

Master’s student in Software Engineering. Holder of a Bachelor’s degree in Computer Engineering with a final grade equal to or higher than 16 out of 20.

Minimum profile required

Public GitHub/GitLab repository showcasing key developed projects.

Preference factors

Outstanding academic performance in Software Engineering, Programming, Software Development, and Artificial Intelligence courses. Advanced knowledge of programming and software architectures. Familiarity with Human-Centered AI and Federated Learning concepts. Demonstrated leadership capabilities.

Maintenance stipend: € 1309.64, according to the table of

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RSS Feed Source: Academic Keys

Research Opportunities

Computer Science

Work description

The work plan comprises the following topics: study of concurrency management techniques based on lock-free locks; design and implementation of a lock-free lock-based alternative to manage concurrency in collision-resolution mechanisms of hash tables using linked lists and dynamic arrays; development of test cases to validate the implemented techniques.

Academic Qualifications

Bachelor’s degree in Computer Science, Computer Engineering, or related fields.

Minimum profile required

Basic knowledge of C. Experience in the design and implementation of concurrent data structures.

Preference factors

Have scientific publications within the scientific area of the grant application.

Maintenance stipend: € 1040.98, according to the table of monthly maintenance stipend for FCT grants , paid via bank transfer. Grant holders may be awarded potential supplements, according to a quarterly evaluation process (Articles 19, 21 and 22 of the Regulations for Grants

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