Spandan Garg

Senior Research Scientist

论文与出版物

查看方式：

- PerfBench: Can Agents Resolve Real-World Performance Bugs?
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan
  
  September 2025
  
  Publication
- The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason
  
  Shanchao Liang, Spandan Garg, Roshanak Zilouchian Moghaddam
  
  ArXiv | June 2025, 第 abs/2506.12286 卷
  
  DOI Publication Publication
- RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan
  
  2025 IEEE/ACM 47th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) | April 2025, pp. 124-135
  
  DOI Publication Publication
- RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code
  
  Dhruv Gautam, Spandan Garg, Jinu Jang, Neel Sundaresan, Roshanak Zilouchian Moghaddam
  
  2025 International Conference on Learning Representations | March 2025
  
  DOI Publication Publication
- DeepDev-PERF: A Deep Learning-Based Approach for Improving Software Performance
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Colin Clement, Neel Sundaresan, Chen Wu
  
  ESEC/FSE | August 2022
  
  Publication
- Generating Examples From CLI Usage: Can Transformers Help?
  
  Roshanak Zilouchian Moghaddam, Spandan Garg, Colin Clement, Yevhen Mohylevskyy, Neel Sundaresan
  
  KDD 2022 | April 2022
  
  Publication
- PerfLens: A Data-Driven Performance Bug Detection and Fix Platform
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan, Chen Wu, Spandan Garg
  
  SOAP ’21 | June 2021
  
  Publication DOI

- PerfBench: Can Agents Resolve Real-World Performance Bugs?
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan
  
  September 2025
  
  Publication
- The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason
  
  Shanchao Liang, Spandan Garg, Roshanak Zilouchian Moghaddam
  
  ArXiv | June 2025, 第 abs/2506.12286 卷
  
  DOI Publication Publication
- RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan
  
  2025 IEEE/ACM 47th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) | April 2025, pp. 124-135
  
  DOI Publication Publication
- RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code
  
  Dhruv Gautam, Spandan Garg, Jinu Jang, Neel Sundaresan, Roshanak Zilouchian Moghaddam
  
  2025 International Conference on Learning Representations | March 2025
  
  DOI Publication Publication
- DeepDev-PERF: A Deep Learning-Based Approach for Improving Software Performance
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Colin Clement, Neel Sundaresan, Chen Wu
  
  ESEC/FSE | August 2022
  
  Publication
- Generating Examples From CLI Usage: Can Transformers Help?
  
  Roshanak Zilouchian Moghaddam, Spandan Garg, Colin Clement, Yevhen Mohylevskyy, Neel Sundaresan
  
  KDD 2022 | April 2022
  
  Publication
- PerfBench: Can Agents Resolve Real-World Performance Bugs?
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan
  
  September 2025
  
  Publication
- The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason
  
  Shanchao Liang, Spandan Garg, Roshanak Zilouchian Moghaddam
  
  ArXiv | June 2025, 第 abs/2506.12286 卷
  
  DOI Publication Publication
- RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan
  
  2025 IEEE/ACM 47th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) | April 2025, pp. 124-135
  
  DOI Publication Publication
- RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code
  
  Dhruv Gautam, Spandan Garg, Jinu Jang, Neel Sundaresan, Roshanak Zilouchian Moghaddam
  
  2025 International Conference on Learning Representations | March 2025
  
  DOI Publication Publication
- DeepDev-PERF: A Deep Learning-Based Approach for Improving Software Performance
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Colin Clement, Neel Sundaresan, Chen Wu
  
  ESEC/FSE | August 2022
  
  Publication
- Generating Examples From CLI Usage: Can Transformers Help?
  
  Roshanak Zilouchian Moghaddam, Spandan Garg, Colin Clement, Yevhen Mohylevskyy, Neel Sundaresan
  
  KDD 2022 | April 2022
  
  Publication
- PerfLens: A Data-Driven Performance Bug Detection and Fix Platform
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan, Chen Wu, Spandan Garg
  
  SOAP ’21 | June 2021
  
  Publication DOI

- PerfBench: Can Agents Resolve Real-World Performance Bugs?
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan
  
  September 2025
  
  Publication
- The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason
  
  Shanchao Liang, Spandan Garg, Roshanak Zilouchian Moghaddam
  
  ArXiv | June 2025, 第 abs/2506.12286 卷
  
  DOI Publication Publication
- RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan
  
  2025 IEEE/ACM 47th International Conference on Software Engineering: Software Engineering in Practice (ICSE-SEIP) | April 2025, pp. 124-135
  
  DOI Publication Publication
- RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code
  
  Dhruv Gautam, Spandan Garg, Jinu Jang, Neel Sundaresan, Roshanak Zilouchian Moghaddam
  
  2025 International Conference on Learning Representations | March 2025
  
  DOI Publication Publication
- DeepDev-PERF: A Deep Learning-Based Approach for Improving Software Performance
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Colin Clement, Neel Sundaresan, Chen Wu
  
  ESEC/FSE | August 2022
  
  Publication
- Generating Examples From CLI Usage: Can Transformers Help?
  
  Roshanak Zilouchian Moghaddam, Spandan Garg, Colin Clement, Yevhen Mohylevskyy, Neel Sundaresan
  
  KDD 2022 | April 2022
  
  Publication
- PerfLens: A Data-Driven Performance Bug Detection and Fix Platform
  
  Spandan Garg, Roshanak Zilouchian Moghaddam, Neel Sundaresan, Chen Wu, Spandan Garg
  
  SOAP ’21 | June 2021
  
  Publication DOI

Spandan Garg

论文与出版物

PerfBench: Can Agents Resolve Real-World Performance Bugs?

The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason

RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot

RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code

DeepDev-PERF: A Deep Learning-Based Approach for Improving Software Performance

Generating Examples From CLI Usage: Can Transformers Help?

PerfLens: A Data-Driven Performance Bug Detection and Fix Platform

PerfBench: Can Agents Resolve Real-World Performance Bugs?

The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason

RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot

RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code

DeepDev-PERF: A Deep Learning-Based Approach for Improving Software Performance

Generating Examples From CLI Usage: Can Transformers Help?

PerfBench: Can Agents Resolve Real-World Performance Bugs?

The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason

RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot

RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code

DeepDev-PERF: A Deep Learning-Based Approach for Improving Software Performance

Generating Examples From CLI Usage: Can Transformers Help?

PerfLens: A Data-Driven Performance Bug Detection and Fix Platform

PerfBench: Can Agents Resolve Real-World Performance Bugs?

The SWE-Bench Illusion: When State-of-the-Art LLMs Remember Instead of Reason

RAPGen: An Approach for Fixing Code Inefficiencies in Zero-Shot

RefactorBench: Evaluating Stateful Reasoning in Language Agents Through Code

DeepDev-PERF: A Deep Learning-Based Approach for Improving Software Performance

Generating Examples From CLI Usage: Can Transformers Help?

PerfLens: A Data-Driven Performance Bug Detection and Fix Platform