Retrieval-Augmented Generation (RAG) is widely used to ground answers in documents. For complex technical documentation, however, the primary bottleneck is often not model reasoning but a mismatch between a query and the way knowledge is organized for retrieval. This mismatch is pronounced in Electronic Design Automati...
Xiao-Tian Qiu, Kai-Rui Liu, Chen Shi et al.· 0 citations
WaveletECO, which integrates a closed-loop execution platform with large language models to enable agents to execute ECO decisions effectively, is proposed, and results show that specialized model training supports effective, low-cost multi-round ECO repair, with repair quality retained under INT8 quantization.
Guo-Xiang Xu, Guo-Zhen Ji, Zi-Jian Luo et al.· 0 citations
Subthreshold-FeFET based temperature-resilient 2T-1FeFET and 2FeFET-1T CiM cell designs that address the temperature vulnerability are presented and GTRCiM, a novel generic temperature-resilient CiM design that accommodates both proposed CiM cells and other typical FeFET based cells while maintaining ultra-low-power co...
Yifei Zhou, Zeyu Yang, Meimei Ma et al.· ACM Transactions on Design A...· 0 citations
This work introduces RODE, which gives the radial and directional components separate update rules and step sizes in the matrix Frobenius norm, and suggests that decoupling radial and directional dynamics offers a more effective and controllable approach to matrix optimization.
Guo-Xiang Xu, Bince Qu, Qi Sun et al.· 0 citations
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