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Shitanshu Bhushan

2 accepted papers

2026

LiveOIBench: Can Large Language Models Outperform Human Contestants in Informatics Olympiads?

ICML 2026poster

Competitive programming problems are increasingly used to evaluate the coding capabilities of large language models (LLMs) due to their complexity and ease of verification. Yet, current coding benchmarks face limitations such as lack of exceptionally challenging problems, insufficient test case cove…

Cited by 0SourcecodeScholar
2025

MLRC-Bench: Can Language Agents Solve Machine Learning Research Challenges?

NeurIPS 2025poster

We introduce **MLRC-Bench**, a benchmark designed to quantify how effectively language agents can tackle challenging **M**achine **L**earning (ML) **R**esearch **C**ompetitions, with a focus on open research problems that demand novel methodologies. Unlike prior work, e.g., AI Scientist, which evalu…

Cited by 0SourceScholar