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Shoutai Zhu

2 accepted papers

2026

AetherCode: Evaluating LLMs’ Ability to Win In Premier Programming Competitions

ICLR 2026poster

Competitive programming has emerged as a critical benchmark for evaluating the reasoning and coding capabilities of Large Language Models (LLMs). Despite impressive progress on existing benchmarks, we argue that current evaluations overstate model proficiency, masking a substantial gap between LLMs…

Cited by 0SourceScholar
2025

VidEvent: A Large Dataset for Understanding Dynamic Evolution of Events in Videos

AAAI 2025technical

Despite the significant impact of visual events on human cognition, understanding events in videos remains a challenging task for AI due to their complex structures, semantic hierarchies, and dynamic evolution. To address this, we propose the task of video event understanding that extracts event scr…

Cited by 0SourcePDFScholar