QiMeng: Fully Automated Hardware and Software Design for Processor Chip

no code implementations • 5 Jun 2025 • Rui Zhang, Yuanbo Wen, Shuyao Cheng, Di Huang, Shaohui Peng, Jiaming Guo, Pengwei Jin, Jiacheng Zhao, Tianrui Ma, Yaoyu Zhu, Yifan Hao, Yongwei Zhao, Shengwen Liang, Ying Wang, Xing Hu, Zidong Du, Huimin Cui, Ling Li, Qi Guo, Yunji Chen

In the middle-layer, leveraging the LPCM's knowledge representation and inference capabilities, we develop the Hardware Design Agent and the Software Design Agent to automate the design of hardware and software for processor chips.

LEGO-Compiler: Enhancing Neural Compilation Through Translation Composability

no code implementations • 26 May 2025 • Shuoming Zhang, Jiacheng Zhao, Chunwei Xia, Zheng Wang, Yunji Chen, Xiaobing Feng, Huimin Cui

Large language models (LLMs) have the potential to revolutionize how we design and implement compilers and code translation tools.

Code Translation Translation

Output Constraints as Attack Surface: Exploiting Structured Generation to Bypass LLM Safety Mechanisms

no code implementations • 31 Mar 2025 • Shuoming Zhang, Jiacheng Zhao, Ruiyuan Xu, Xiaobing Feng, Huimin Cui

In this work, we reveal a critical control-plane attack surface orthogonal to traditional data-plane vulnerabilities.