Author

Liuhaichen Yang

2 papers indexed here

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Preprint Aug 2026

SkillTV-Bench: Benchmarking How Well Judges Perform on Skill-Augmented Agentic Execution

LLM agents increasingly execute long-horizon tasks through tool use and environment interaction, shifting evaluation from final-response scoring to verification of complete executions. For skill-augmented agents, verification additionally requires the procedural knowledge encoded in task-time skills, because this knowl...

Zhien Han, C. Zeng, Liuhaichen Yang et al. · 0 citations

#artificial intelligence Preprint Aug 2026

LLMs Interpret, Embeddings Organize, Graphs Emerge: Agent-Driven Compilation of Scientific Knowledge

A chronologically compiling 56 published papers from one research program yields a source-traceable author research portrait centered on tensor-network methods, with branches into quantum many-body research, tensor-network machine learning, and quantum-AI-oriented directions.

Shi-Ju Ran, Kun Zhang, Xi Wu et al. · 0 citations