Murali Krishna Ramanathan

Principal Researcher, Amazon

Joined

September 2022

Names

Murali Krishna Ramanathan (Preferred)

Emails

****@amazon.com (Confirmed)

****@uber.com

****@csa.iisc.ernet.in

****@cs.purdue.edu

****@coverity.com

Personal Links

DBLP

Career & Education History

Principal Researcher

Amazon (amazon.com)

2022 – Present

Advisors, Relations & Conflicts

PhD Advisor

Suresh Jagannathan

2003 – Present

Expertise

Code Generation

Present

Program Analysis

Present

Large Language Models

Present

Publications

NL2Code-Reasoning and Planning with LLMs for Code Development
Ye Xing, Jun Huan, Wee Hyong Tok, Cong Shen, Johannes Gehrke, Katherine Lin, Arjun Guha, Omer Tripp, Murali Krishna Ramanathan
- Crossref
- Readers: Everyone
On Mitigating Code LLM Hallucinations with API Documentation
Nihal Jain, Robert Kwiatkowski, Baishakhi Ray, Murali Krishna Ramanathan, Varun Kumar
- OpenReview Archive Direct Upload
- Readers: Everyone
Code-Aware Prompting: A Study of Coverage-Guided Test Generation in Regression Setting using LLM
Gabriel Ryan, Siddhartha Jain, Mingyue Shang, Shiqi Wang, Xiaofei Ma, Murali Krishna Ramanathan, Baishakhi Ray
- Proceedings of the ACM on Software Engineering
- Readers: Everyone
A Lightweight Polyglot Code Transformation Language
Ameya Ketkar, Daniel Ramos, Lazaro Clapp, Raj Barik, Murali Krishna Ramanathan
- Proceedings of the ACM on Programming Languages
- Readers: Everyone
Repoformer: Selective Retrieval for Repository-Level Code Completion
Di Wu, Wasi Uddin Ahmad, Dejiao Zhang, Murali Krishna Ramanathan, Xiaofei Ma
- ICML 2024 Oral
- Readers: Everyone
Exploring Continual Learning for Code Generation Models
Prateek Yadav, Qing Sun, Hantian Ding, Xiaopeng Li, Ming Tan, Xiaofei Ma, Parminder Bhatia, Ramesh Nallapati, Murali Krishna Ramanathan, Mohit Bansal, Bing Xiang
- 28 Sept 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
A Static Evaluation of Code Completion by Large Language Models
Hantian Ding, Varun Kumar, YUCHEN TIAN, Zijian Wang, Robert Kwiatkowski, Xiaopeng Li, Murali Krishna Ramanathan, Baishakhi Ray, Parminder Bhatia, Sudipta Sengupta, Dan Roth, Bing Xiang
- 08 Jun 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
CrossCodeEval: A Diverse and Multilingual Benchmark for Cross-File Code Completion
Yangruibo Ding, Zijian Wang, Wasi Uddin Ahmad, Hantian Ding, Ming Tan, Nihal Jain, Murali Krishna Ramanathan, Ramesh Nallapati, Parminder Bhatia, Dan Roth, Bing Xiang
- NeurIPS 2023 Datasets and Benchmarks Poster
- Readers: Everyone
ReCode: Robustness Evaluation of Code Generation Models
Shiqi Wang, Zheng Li, Haifeng Qian, Chenghao Yang, Zijian Wang, Mingyue Shang, Varun Kumar, Samson Tan, Baishakhi Ray, Parminder Bhatia, Ramesh Nallapati, Murali Krishna Ramanathan, Dan Roth, Bing Xiang
- 23 Jan 2023
- OpenReview Archive Direct Upload
- Readers: Everyone
CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context
Yangruibo Ding, Zijian Wang, Wasi Uddin Ahmad, Murali Krishna Ramanathan, Ramesh Nallapati, Parminder Bhatia, Dan Roth, Bing Xiang
- 23 Jan 2023 (modified: 23 Jan 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone

View all 11 publications

Co-Authors

View all 49 co-authors