Research Papers

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LLMs Predict the Future: How TimeRAG Improves Time Series Forecasting

Silin Yang|Dong Wang|Haoqi Zheng|Ruochun Jin

How AI Learns to Self-Correct

Nishanth Upadhyaya|Raghavendra Sridharamurthy

Protecting LLMs From Hidden Attacks

Feiran Jia|Tong Wu|Xin Qin|Anna Squicciarini

Unlocking LLM Potential: The Secret to Better AI Training

Minda Hu|Qiyuan Zhang|Yufei Wang|Bowei He|Hongru Wang|Jingyan Zhou|Liangyou Li|Yasheng Wang|Chen Ma|Irwin King

Supercharging AI With Formal Math: The RAG Revolution

Majd Zayyad|Yossi Adi

Can AI Unravel the True Causes of Climate Change?

Revolutionizing Alzheimer's Research with AI-Powered Insights

Aritra Kumar Lahiri|Qinmin Vivian Hu

Can We Trust AI? Poisoning Attacks on LLMs

Jinyan Su|Jin Peng Zhou|Zhengxin Zhang|Preslav Nakov|Claire Cardie

Slimming Down Giant LLMs: Faster, Lighter, and Just as Smart?

Yaya Sy|Christophe Cerisara|Irina Illina

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