Saima Afrin

According to our database, Saima Afrin authored at least 9 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Is Quantization a Deal-breaker? Empirical Insights from Large Code Models.

Saima Afrin, Bowen Xu, Antonio Mastropaolo

CoRR, July, 2025

A Systematic Literature Review of Parameter-Efficient Fine-Tuning for Large Code Models.

Md Zahidul Haque, Saima Afrin, Antonio Mastropaolo

CoRR, April, 2025

Quantizing Large Language Models for Code Generation: A Differentiated Replication.

Alessandro Giagnorio, Antonio Mastropaolo, Saima Afrin, Massimiliano Di Penta, Gabriele Bavota

CoRR, March, 2025

[Replication Package] Quantizing Large Language Models for Code Generation: A Differentiated Replication.

Alessandro Giagnorio, Antonio Mastropaolo, Saima Afrin, Massimiliano Di Penta, Gabriele Bavota

Dataset, March, 2025

[Replication Package] Quantizing Large Language Models for Code Generation: A Differentiated Replication.

Alessandro Giagnorio, Antonio Mastropaolo, Saima Afrin, Massimiliano Di Penta, Gabriele Bavota

Dataset, March, 2025

[Replication Package] Quantizing Large Language Models for Code Generation: A Differentiated Replication.

Alessandro Giagnorio, Antonio Mastropaolo, Saima Afrin, Massimiliano Di Penta, Gabriele Bavota

Dataset, March, 2025

Identifying and Analyzing Pitfalls in GNN Systems.

Yidong Gong, Arnab Kanti Tarafder, Saima Afrin, Pradeep Kumar

Proceedings of the 2025 USENIX Annual Technical Conference, 2025

Resource-Efficient & Effective Code Summarization.

Saima Afrin, Joseph Call, Khai-Nguyen Nguyen, Oscar Chaparro, Antonio Mastropaolo

Proceedings of the IEEE/ACM Second International Conference on AI Foundation Models and Software Engineering, 2025

2024

Single-GPU GNN Systems: Traps and Pitfalls.

Yidong Gong, Arnab Kanti Tarafder, Saima Afrin, Pradeep Kumar

CoRR, 2024