Abhinav Jamwal
PhD · Department of Computer Science and Engineering · IIT Roorkee, India
About
I am a PhD researcher in the Department of Computer Science and Engineering at IIT Roorkee. My research focuses on recommendation systems for software ecosystems, with an emphasis on project–library recommendation and higher-order modeling using graphs and hypergraphs.
Previously, I worked as a Junior Research Fellow at Jawaharlal Nehru University on a DBT-funded project on computer-aided diagnosis for intracranial atherosclerotic diseases using CT angiography.
Research
- Third-party library recommendation and software ecosystem mining
- Graph and hypergraph learning for recommendation
- Robust similarity measures and evaluation protocols
- Applied machine learning for medical imaging
News
2026: AMF-GR accepted at IEEE SANER 2026.
2025: Journal paper published in ACM TOSEM.
2025: Two papers published at ENASE 2025.
Selected Publications
- SANER 2026 AMF-GR: Adaptive Matrix Factorization and Graph Fusion for Android Library Recommendation
- TOSEM 2025 A Multi-Scale Hypergraph-Based Approach for Third-Party Library Recommendation in Mobile App Development
- ENASE 2025 Towards an Approach for Project-Library Recommendation Based on Graph Normalization
- ENASE 2025 Third-Party Library Recommendations Through Robust Similarity Measures
- ICCCSP 2023 Detection and Estimation of Diameter of Retinal Vessels
Patent
- International Patent: “SELECTING A SUITABLE VERSION OF AN EXTERNAL COMPONENT FOR BUILD OF A SOFTWARE PROJECT HAVING DEPENDENCY ON MULTIPLE VERSIONS OF THE EXTERNAL COMPONENT” · Application No.: OJNT-007-US
Education
- Ph.D. in Computer Science and Engineering, Indian Institute of Technology Roorkee (IIT Roorkee) · 2022–Present
- M.Tech. in Computer Science, Jawaharlal Nehru University (JNU), New Delhi · 2020–2022
- B.Tech. in Computer Science and Engineering, ABVGIET, Shimla · 2015–2019
Experience
-
Junior Research Fellow (JRF), Jawaharlal Nehru University (JNU), New Delhi
· Apr 2022 – Jun 2022
Project: Computer Aided Diagnostic System for the Detection and Evaluation of Intracranial Atherosclerotic Diseases using Computed Tomography Angiography.
Funding: Department of Biotechnology (DBT), Government of India.
Service
- Reviewer, International conference on Evaluation of Novel Approaches to Software Engineering (ENASE)
- Volunteer Assistant, Saksham Inderprastha · Jul 2022
Teaching
- TA, CSN-291 Object-Oriented Analysis and Design (OOAD) @ IIT Roorkee · Jul–Nov 2023
- TA, CSN-254 Software Engineering @ IIT Roorkee · Jan–Jul 2024
- TA, CSN-341/361 Computer Networks @ IIT Roorkee · Jul–Nov 2024
- TA, CSC-206 Software Engineering @ IIT Roorkee · Jan–Jul 2025
- TA, CSC-303 Computer Networks @ IIT Roorkee · Jul–Dec 2025
- TA, CSC-206 Software Engineering @ IIT Roorkee · Jan–Jul 2026
Awards
- Junior Research Fellowship (DBT) · Apr 2022
- GATE 2021 · Apr 2021
- UGC Non-Net Research Fellowship · Dec 2020
- All India Rank 18, JNUEE Exam · Oct 2020
Professional Memberships
- ACM Member