Research output per year
Research output per year
Personal profile
Biography
Keivin Isufaj is a Software Engineer whose work spans trajectory data analysis, bioinformatics, and computer vision, including projects on oral lesion detection and segmentation, 3D object detection, and depth estimation. He contributed to the Fanar project, focusing on developing image generation models that are culturally aligned and aware. His current research explores optimization techniques for faster inference and smaller memory footprints in deep learning and generative models.
Research Interests
- Computer Vision
- Optimization techniques for model training
Education
B.Sc. in Computer Science, Minor in Mathematical Sciences — Carnegie Mellon University
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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CLASEG: advanced multiclassification and segmentation for differential diagnosis of oral lesions using deep learning
Al-Ali, A., Hamdi, A., Elshrif, M., Isufaj, K., Shaban, K., Chauvin, P., Madathil, S., Daer, A., Tamimi, F. & Ba-Hattab, R., 2 Jul 2025, In: Scientific Reports. 15, 1, 23016.Research output: Contribution to journal › Article › peer-review
Open Access -
PopMLvis: a tool for analysis and visualization of population structure using genotype data from genome-wide association studies
Elshrif, M., Isufaj, K., Kunji, K. & Saad, M., 11 Sept 2024, In: BMC Bioinformatics. 25, 1, 298.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (Scopus) -
A Demonstration of GTI: A Scalable Graph-based Trajectory Imputation (Demo Paper)
Isufaj, K., Choghari, J. & Elshrif, M. M., 13 Nov 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (eds.). Association for Computing Machinery, 83. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
GTI: A Scalable Graph-based Trajectory Imputation
Isufaj, K., Elshrif, M. M., Abbar, S. & Mokbel, M., 13 Nov 2023, 31st ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2023. Damiani, M. L., Renz, M., Eldawy, A., Kroger, P. & Nascimento, M. A. (eds.). Association for Computing Machinery, 70. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
Network-less trajectory imputation
Elshrif, M. M., Isufaj, K. & Mokbel, M. F., 1 Nov 2022, 30th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, ACM SIGSPATIAL GIS 2022. Renz, M., Sarwat, M., Nascimento, M. A., Shekhar, S. & Xie, X. (eds.). Association for Computing Machinery, 8. (GIS: Proceedings of the ACM International Symposium on Advances in Geographic Information Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
20 Citations (Scopus)