Research Papers

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Beyond Multiplication: Rethinking AI Language Models

Rui-Jie Zhu|Yu Zhang|Ethan Sifferman|Tyler Sheaves|Yiqiao Wang|Dustin Richmond|Peng Zhou|Jason K. Eshraghian

Run Giant AI on Your Phone: The Secret to Faster LLM Inference

Ruslan Svirschevski|Avner May|Zhuoming Chen|Beidi Chen|Zhihao Jia|Max Ryabinin

Unlocking Multilingual Vision: How PARROT Teaches AI to See in Any Language

Hai-Long Sun|Da-Wei Zhou|Yang Li|Shiyin Lu|Chao Yi|Qing-Guo Chen|Zhao Xu|Weihua Luo|Kaifu Zhang|De-Chuan Zhan|Han-Jia Ye

Unlocking LLMs: The Secret to Faster AI Inference

Prajwal Singhania|Siddharth Singh|Shwai He|Soheil Feizi|Abhinav Bhatele

Unlocking AI’s Reasoning Power: Introducing RATT

Jinghan Zhang|Xiting Wang|Weijieying Ren|Lu Jiang|Dongjie Wang|Kunpeng Liu

Unlocking Speech AI's Potential: How Multimodal LLMs Understand Us

Viet Anh Trinh|Rosy Southwell|Yiwen Guan|Xinlu He|Zhiyong Wang|Jacob Whitehill

Fine-Tuning LLMs: How Targeted Edits Boost AI Performance

Dehong Xu|Liang Qiu|Minseok Kim|Faisal Ladhak|Jaeyoung Do

Unlocking Machine Learning Potential: How LLMs Auto-Generate Powerful Features

Xinhao Zhang|Jinghan Zhang|Banafsheh Rekabdar|Yuanchun Zhou|Pengfei Wang|Kunpeng Liu

Unlocking Human Values in AI: How Adaptive Preference Scaling Revolutionizes Reinforcement Learning

Ilgee Hong|Zichong Li|Alexander Bukharin|Yixiao Li|Haoming Jiang|Tianbao Yang|Tuo Zhao

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