3 papers
cond-mat.supr-con2025
Expert Evaluation of LLM World Models: A High- Superconductivity Case Study
Haoyu Guo, Maria Tikhanovskaya, Paul Raccuglia +20
Large Language Models (LLMs) show great promise as a powerful tool for scientific literature exploration. However, their effectiveness in providing scientifically accurate and comp…
cs.CL2025
Taming the Fragility of KV Cache Eviction in LLM Inference
Yuan Feng, Haoyu Guo, JunLin Lv +2
Large language models have revolutionized natural language processing, yet their deployment remains hampered by the substantial memory and runtime overhead of the transformer's Key…
cs.LG2025
Automatic Annotation Augmentation Boosts Translation between Molecules and Natural Language
Zhiqiang Zhong, Simon Sataa-Yu Larsen, Haoyu Guo +3
Recent advancements in AI for biological research focus on integrating molecular data with natural language to accelerate drug discovery. However, the scarcity of high-quality anno…