Sarwan Ali
Scholar

Sarwan Ali

Google Scholar ID: 9dtXSoAAAAAJ
Columbia University
Deep LearningMachine LearningAdversarial AttackCombinatorial OptimizationBioinformatics
Citations & Impact
All-time
Citations
959
 
H-index
17
 
i10-index
26
 
Publications
20
 
Co-authors
20
list available
Resume (English only)
Academic Achievements
  • Paper 'Nearest Neighbor CCP-Based Molecular Sequence Analysis' accepted by IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB), Oct 2025
  • Paper 'Anderson Acceleration For Molecular Sequencing' accepted by Springer Neural Computing and Applications (NCAA, Impact Factor 5.102), Aug 2025
  • Paper 'Explicit Path CGR: Maintaining Sequence Fidelity in Geometric Representations' accepted by ACM CIKM (Core Rank A), Aug 2025
  • Paper 'Hash-binding: DNA-protein binding prediction using hashing-based embedding' accepted, May 2025
  • Holds a patent from internship at Robert Bosch
  • Delivered academic talks at institutions including MIT, Yale School of Medicine, UCSF, etc., on topics such as viral sequence classification, biological sequence embeddings, and federated learning for protein data
Research Experience
  • Graduate Research Assistant, Georgia State University (Jan 2021 – Present), Advisor: Murray Patterson
  • Research Specialist in Biomedical Informatics, Emory University (June 2024 – Oct 2024), Advisor: Selen Bozkurt
  • Visiting Research Scientist, Boston College (Aug 2022 – Dec 2022), Advisor: Jose Bento
  • Knowledge Engineering Intern, Robert Bosch (May 2022 – Aug 2022), Advisor: Kim Hyeongsik
  • Research Collaboration, IBM Research (Sept 2021 – Present), Advisor: Pin-Yu Chen
  • Research Collaboration, University of Newcastle, Australia (Mar 2020 – Dec 2021), Advisor: Pablo Moscato