Saikat Chakraborty
- Deep Learning Based Vulnerability Detection: Are We There Yet?
2022/09/01 by Saikat Chakraborty, Rahul Krishna, Yangruibo Ding +1 · 28 citations
- Unified Pre-training for Program Understanding and Generation
2021/03/10 by Wasi Uddin Ahmad, Ahmad, Wasi Uddin, Saikat Chakraborty +5 · 24 citations
Computer Science · #Advanced Malware Detection Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering Research #Software Testing and Debugging Techniques
- A Transformer-based Approach for Source Code Summarization
2020/05/01 by Wasi Uddin Ahmad, Saikat Chakraborty, Ahmad, Wasi Uddin +5 · 8 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation
2024/09/01 by Sarah Fakhoury, Aaditya Naik, Georgios Sakkas +2 · 20 citations
- Towards Neural Synthesis for SMT-Assisted Proof-Oriented Programming
2024/05/03 by Saikat Chakraborty, Gabriel Ebner, Chakraborty, Saikat +11 · 3 voices · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering (cs.SE) #cs.AI #cs.PL #cs.SE
- Automated Code Editing with Search-Generate-Modify
2023/06/10 by Changshu Liu, Liu, Changshu, Pelin Cetin +9 · 4 citations
Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Software Engineering Research #Software Testing and Debugging Techniques
- Towards community-driven visual proteomics with large-scale cryo-electron tomography of <i>Chlamydomonas reinhardtii</i>
2024/12/28 by Ron Kelley, Sagar Khavnekar, Ricardo D. Righetto +20 · 1 voice · 5 citations
Biochemistry, Genetics and Molecular Biology · #Advanced Electron Microscopy Techniques and Applications #Genomics and Phylogenetic Studies #Photosynthetic Processes and Mechanisms
- CONCORD: Clone-aware Contrastive Learning for Source Code
2023/06/05 by Yangruibo Ding, Ding, Yangruibo, Saikat Chakraborty +11 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability
- Entropy Guided Spectrum Based Bug Localization Using Statistical Language Model
2018/02/20 by Saikat Chakraborty, Yujian Li, Chakraborty, Saikat +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Software Engineering (cs.SE) #Software Engineering Research #Software Reliability and Analysis Research #Software Testing and Debugging Techniques
- ClassInvGen: Class Invariant Synthesis using Large Language Models
2025/02/26 by Chuyue Sun, Sun, Chuyue, Viraj Agashe +13 · 4 citations
Computer Science · #Software Testing and Debugging Techniques #Software Engineering Research #Logic, programming, and type systems
- Reproducing ΛCDM-like Solutions in f(Q) Gravity: A Comprehensive Study Across All Connection Branches
2025/01/25 by Saikat Chakraborty, Chakraborty, Saikat, Jibitesh Dutta +7 · 4 citations
Computer Science · Earth and Planetary Sciences · #Computational Physics and Python Applications #Distributed and Parallel Computing Systems #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Geophysics and Gravity Measurements
- A dynamical systems formulation for inhomogeneous LRS-II spacetimes
2024/04/01 by Saikat Chakraborty, Chakraborty, Saikat, Peter K. S. Dunsby +5 · 1 citation
Physics and Astronomy · #Cosmology and Gravitation Theories #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #General Relativity and Quantum Cosmology (gr-qc) #Pulsars and Gravitational Waves Research
- Beyond j=1: Observational Constraints on Almost-ΛCDM Cosmologies
2026/07/22 by Jess Worsley, Saikat Chakraborty, Peter Dunsby
#astro-ph.CO #gr-qc