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Mingjia Huo

2 accepted papers

2026

lmgame-Bench: How Good are LLMs at Playing Games?

ICLR 2026poster

Playing video games requires perception, reasoning, memory, and long-horizon planning—exactly the faculties expected of modern large language and vision–language models (LLMs/VLMs). We introduce LMGame-Bench, a benchmark built on six popular games spanning platformer, puzzle, and narrative games thr…

Cited by 0SourcecodeScholar
2024

Token-Specific Watermarking with Enhanced Detectability and Semantic Coherence for Large Language Models

ICML 2024poster

Large language models generate high-quality responses with potential misinformation, underscoring the need for regulation by distinguishing AI-generated and human-written texts. Watermarking is pivotal in this context, which involves embedding hidden markers in texts during the LLM inference phase,…