Research Papers

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LLM-Powered Robots Learn Teamwork

Junting Chen|Checheng Yu|Xunzhe Zhou|Tianqi Xu|Yao Mu|Mengkang Hu|Wenqi Shao|Yikai Wang|Guohao Li|Lin Shao

Teaching LLMs Circuit Design: The Graph's Apprentice

Reza Moravej|Saurabh Bodhe|Zhanguang Zhang|Didier Chetelat|Dimitrios Tsaras|Yingxue Zhang|Hui-Ling Zhen|Jianye Hao|Mingxuan Yuan

Unlocking True AI Certainty: Measuring LLM Confidence

Yashvir S. Grewal|Edwin V. Bonilla|Thang D. Bui

Building Smarter Chatbots: Beyond Fixed Responses

Sejin Lee|Dongha Kim|Min Song

Unlocking Multitasking for AI: A New Breakthrough

Xujia Wang|Haiyan Zhao|Shuo Wang|Hanqing Wang|Zhiyuan Liu

Slimming Down Docstrings: Less Is More for AI Code Generation

Guang Yang|Yu Zhou|Wei Cheng|Xiangyu Zhang|Xiang Chen|Terry Yue Zhuo|Ke Liu|Xin Zhou|David Lo|Taolue Chen

Can LLMs Learn True Preferences from Your History?

Yang Zhang|Juntao You|Yimeng Bai|Jizhi Zhang|Keqin Bao|Wenjie Wang|Tat-Seng Chua

Boosting Federated Learning Efficiency with LoRA-A2

Jabin Koo|Minwoo Jang|Jungseul Ok

Catching AI Code Translation Errors Without Tests

Lei Chen|Sai Zhang|Fangzhou Xu|Zhenchang Xing|Liang Wan|Xiaowang Zhang|Zhiyong Feng

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