Saikat Chakraborty
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
22
Venues
10
Active years
2018–2025
Best venue rank
A*
Where they publish
Papers
22 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2025 | ACL | Teaching an Old LLM Secure Coding: Localized Preference Optimization on Distilled Preferences. | Mohammad Saqib Hasan, Saikat Chakraborty, Santu Karmaker, Niranjan Balasubramanian |
| 2025 | ICSE | Towards Neural Synthesis for SMT-Assisted Proof-Oriented Programming. | Saikat Chakraborty, Gabriel Ebner, Siddharth Bhat, Sarah Fakhoury, Sakina Fatima, Shuvendu K. Lahiri, Nikhil Swamy |
| 2024 | FMCAD | Leveraging LLMs for Program Verification. | Adharsh Kamath, J. Nausheen Mohammed, Aditya Senthilnathan, Saikat Chakraborty, Pantazis Deligiannis, Shuvendu K. Lahiri, Akash Lal, Aseem Rastogi, Subhajit Roy, Rahul Sharma |
| 2024 | ICSE | NL2Fix: Generating Functionally Correct Code Edits from Bug Descriptions. | Sarah Fakhoury, Saikat Chakraborty, Madanlal Musuvathi, Shuvendu K. Lahiri |
| 2024 | ICSE | Exploring the Effectiveness of LLM based Test-driven Interactive Code Generation: User Study and Empirical Evaluation. | Sarah Fakhoury, Aaditya Naik, Georgios Sakkas, Saikat Chakraborty, Madan Musuvathi, Shuvendu K. Lahiri |
| 2024 | ICSE | Automated Code Editing with Search-Generate-Modify. | Changshu Liu, Pelin etin, Yogesh Patodia, Baishakhi Ray, Saikat Chakraborty, Yangruibo Ding |
| 2024 | ICSE | Towards Causal Deep Learning for Vulnerability Detection. | Md Mahbubur Rahman, Ira Ceka, Chengzhi Mao, Saikat Chakraborty, Baishakhi Ray, Wei Le |
| 2024 | SCAM | Reinforest: Reinforcing Semantic Code Similarity for Cross-Lingual Code Search Models. | Anthony Saieva, Saikat Chakraborty, Gail E. Kaiser |
| 2023 | ACL | AVATAR: A Parallel Corpus for Java-Python Program Translation. | Wasi Uddin Ahmad, Md Golam Rahman Tushar, Saikat Chakraborty, Kai-Wei Chang |
| 2023 | EACL | Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages. | Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang |
| 2023 | EMNLP | Ranking LLM-Generated Loop Invariants for Program Verification. | Saikat Chakraborty, Shuvendu K. Lahiri, Sarah Fakhoury, Akash Lal, Madanlal Musuvathi, Aseem Rastogi, Aditya Senthilnathan, Rahul Sharma, Nikhil Swamy |
| 2023 | ICMI | Gait Event Prediction of People with Cerebral Palsy using Feature Uncertainty: A Low-Cost Approach. | Saikat Chakraborty, Noble Thomas, Anup Nandy |
| 2023 | ICSE | On ML-Based Program Translation: Perils and Promises. | Aniketh Malyala, Katelyn Zhou, Baishakhi Ray, Saikat Chakraborty |
| 2023 | ISSTA | CONCORD: Clone-Aware Contrastive Learning for Source Code. | Yangruibo Ding, Saikat Chakraborty, Luca Buratti, Saurabh Pujar, Alessandro Morari, Gail E. Kaiser, Baishakhi Ray |
| 2022 | ACL | Towards Learning (Dis)-Similarity of Source Code from Program Contrasts. | Yangruibo Ding, Luca Buratti, Saurabh Pujar, Alessandro Morari, Baishakhi Ray, Saikat Chakraborty |
| 2021 | EMNLP | Retrieval Augmented Code Generation and Summarization. | Md. Rizwan Parvez, Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang |
| 2021 | NAACL | Unified Pre-training for Program Understanding and Generation. | Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang |
| 2020 | ACL | A Transformer-based Approach for Source Code Summarization. | Wasi Uddin Ahmad, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang |
| 2020 | ICCS | Gait Abnormality Detection in People with Cerebral Palsy Using an Uncertainty-Based State-Space Model. | Saikat Chakraborty, Noble Thomas, Anup Nandy |
| 2019 | SCAM | Toward Optimal Selection of Information Retrieval Models for Software Engineering Tasks. | Md. Masudur Rahman, Saikat Chakraborty, Gail E. Kaiser, Baishakhi Ray |
| 2018 | ACL | Building Language Models for Text with Named Entities. | Md. Rizwan Parvez, Saikat Chakraborty, Baishakhi Ray, Kai-Wei Chang |
| 2018 | ICSE | Which similarity metric to use for software documents?: a study on information retrieval based software engineering tasks. | Md. Masudur Rahman, Saikat Chakraborty, Baishakhi Ray |