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Elfsong 

authored a paper 3 days ago

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction

Paper • 2607.01764 • Published 8 days ago • 6

Elfsong 

submitted a paper to Daily Papers 3 days ago

Mastermind: Strategy-grounded Learning for Repository-Scale Vulnerability Reproduction

Paper • 2607.01764 • Published 8 days ago • 6

Elfsong 

authored a paper 3 months ago

Paper Espresso: From Paper Overload to Research Insight

Paper • 2604.04562 • Published Apr 6 • 13

Elfsong 

submitted a paper to Daily Papers 3 months ago

Paper Espresso: From Paper Overload to Research Insight

Paper • 2604.04562 • Published Apr 6 • 13

Elfsong 

published a Space 4 months ago

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Elfsong 

authored 3 papers 5 months ago

CodeScaler: Scaling Code LLM Training and Test-Time Inference via Execution-Free Reward Models

Paper • 2602.17684 • Published Feb 4 • 22

Secure Code Generation via Online Reinforcement Learning with Vulnerability Reward Model

Paper • 2602.07422 • Published Feb 7 • 22

EffiBench-X: A Multi-Language Benchmark for Measuring Efficiency of LLM-Generated Code

Paper • 2505.13004 • Published May 19, 2025

Elfsong 

updated a Space 6 months ago

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Elfsong 

authored a paper 12 months ago

SWE-Perf: Can Language Models Optimize Code Performance on Real-World Repositories?

Paper • 2507.12415 • Published Jul 16, 2025 • 43

Elfsong 

authored 2 papers about 1 year ago

Afterburner: Reinforcement Learning Facilitates Self-Improving Code Efficiency Optimization

Paper • 2505.23387 • Published May 29, 2025 • 8

GuardReasoner-VL: Safeguarding VLMs via Reinforced Reasoning

Paper • 2505.11049 • Published May 16, 2025 • 62

Elfsong 

authored 4 papers over 1 year ago

Rethinking the Influence of Source Code on Test Case Generation

Paper • 2409.09464 • Published Sep 14, 2024 • 1

CodeArena: A Collective Evaluation Platform for LLM Code Generation

Paper • 2503.01295 • Published Mar 3, 2025 • 8

Mercury: An Efficiency Benchmark for LLM Code Synthesis

Paper • 2402.07844 • Published Feb 12, 2024 • 2

AntiLeak-Bench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge

Paper • 2412.13670 • Published Dec 18, 2024 • 6

Elfsong 

updated 3 datasets over 2 years ago

NUS-IDS/seven_cups

Viewer • Updated Nov 7, 2023 • 26.8k • 12

NUS-IDS/beyond_blue

Viewer • Updated Oct 31, 2023 • 14.8k • 5

NUS-IDS/patient_info

Viewer • Updated Oct 31, 2023 • 35.2k • 13