Research Papers

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Can LLMs Conquer Complex Math Problems?

Xin Xu|Tong Xiao|Zitong Chao|Zhenya Huang|Can Yang|Yang Wang

Coding Circuits: AI Designs Analog Chips Without Training

Yao Lai|Sungyoung Lee|Guojin Chen|Souradip Poddar|Mengkang Hu|David Z. Pan|Ping Luo

Unlocking AI's Long-Term Memory: A Brain-Inspired Approach

Bernal Jiménez Gutiérrez|Yiheng Shu|Yu Gu|Michihiro Yasunaga|Yu Su

Squeezing Giant AI Models onto Tiny Devices

Vladimir Malinovskii|Denis Mazur|Ivan Ilin|Denis Kuznedelev|Konstantin Burlachenko|Kai Yi|Dan Alistarh|Peter Richtarik

Do AI Models Think Like Us? Exploring How AI Connects the Dots

Asaf Yehudai|Taelin Karidi|Gabriel Stanovsky|Ariel Goldstein|Omri Abend

Unlocking LLM Potential: Fine-Tuning with Preference Dispersions

Haoxian Chen|Hanyang Zhao|Henry Lam|David Yao|Wenpin Tang

Unlocking the Future: In-Context Time Series Prediction with Transformers

Jiecheng Lu|Yan Sun|Shihao Yang

RE-Adapt: How to Fine-Tune LLMs Without Forgetting

William Fleshman|Benjamin Van Durme

Stealing Secrets? How LLMs Leak Their Prompts

Collin Zhang|John X. Morris|Vitaly Shmatikov

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