Research Papers

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Unlocking the Secrets of Interpretable AI: Asking LLMs the Right Questions

Vinamra Benara|Chandan Singh|John X. Morris|Richard Antonello|Ion Stoica|Alexander G. Huth|Jianfeng Gao

Unlocking SQL with CHESS: AI Translates Your Questions into Database Queries

Shayan Talaei|Mohammadreza Pourreza|Yu-Chen Chang|Azalia Mirhoseini|Amin Saberi

Beyond Binary: Reframing Out-of-Distribution Detection

YuXiao Lee|Xiaofeng Cao

Unlocking Multimodal Recommendations: How NoteLLM-2 Leverages LLMs

Chao Zhang|Haoxin Zhang|Shiwei Wu|Di Wu|Tong Xu|Yan Gao|Yao Hu|Enhong Chen

Can AI Write Formal Proofs? Laurel Shows It's Possible

Eric Mugnier|Emmanuel Anaya Gonzalez|Ranjit Jhala|Nadia Polikarpova|Yuanyuan Zhou

Unlocking AI’s Reasoning Power: A New Breakthrough

Jianqiao Lu|Zhiyang Dou|Hongru Wang|Zeyu Cao|Jianbo Dai|Yingjia Wan|Zhijiang Guo

Editing Images with AI: Revolutionizing Precision and Control

Xinyu Zhang|Mengxue Kang|Fei Wei|Shuang Xu|Yuhe Liu|Lin Ma

Can LLMs Align Knowledge Graphs? A New Framework Emerges

Shengyuan Chen|Qinggang Zhang|Junnan Dong|Wen Hua|Qing Li|Xiao Huang

Keeping AI Sharp: Editing Models Without Losing Smarts

Jun-Yu Ma|Hong Wang|Hao-Xiang Xu|Zhen-Hua Ling|Jia-Chen Gu

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