Research Papers

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Unlocking AI Efficiency: Fine-Tuning LLMs with PEDRO

Tianfang Xie|Tianjing Li|Wei Zhu|Wei Han|Yi Zhao

Unlocking AI’s Potential: LLMs as Master Data Compressors

Hui-Po Wang|Mario Fritz

Unlocking Math's Edge Cases: How AI Masters Tricky Grading

Owen Henkel|Hannah Horne-Robinson|Maria Dyshel|Nabil Ch|Baptiste Moreau-Pernet|Ralph Abood

Can LLMs Really Grasp Graphs? Pseudo-Code Holds the Key

Konstantinos Skianis|Giannis Nikolentzos|Michalis Vazirgiannis

How a ‘Weak’ AI Can Teach a ‘Strong’ AI to Be Malicious

Shuai Zhao|Leilei Gan|Zhongliang Guo|Xiaobao Wu|Luwei Xiao|Xiaoyu Xu|Cong-Duy Nguyen|Luu Anh Tuan

Cracking Math Problems: How BEATS Helps LLMs Do the Math

Linzhuang Sun|Hao Liang|Jingxuan Wei|Bihui Yu|Conghui He|Zenan Zhou|Wentao Zhang

AI Reads Minds: Decoding Videos Directly From Brain Scans

Ruizhe Zheng|Lichao Sun

AI-Powered Sustainable Travel: Greener Cities, Smarter Trips

Ashmi Banerjee|Adithi Satish|Wolfgang Wörndl

Beyond English: How Multilingual LLMs Tackle Long-Context Tasks

Ameeta Agrawal|Andy Dang|Sina Bagheri Nezhad|Rhitabrat Pokharel|Russell Scheinberg

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