IEEE

GenEDA: Towards Generative Netlist Functional Reasoning via Cross-Modal Circuit Encoder-Decoder Alignment

The success of foundation AI has motivated the research of circuit foundation models, which are customized to assist the integrated circuit (IC) design process. However, existing pre-trained circuit ...
GitHub

GCP-VQVAE: A Geometry-Complete Language for Protein 3D Structure

Converting protein tertiary structure into discrete tokens via vector-quantized variational autoencoders (VQ-VAEs) creates a language of 3D geometry and provides a natural interface between sequence ...
GitHub

E2D2: Encoder-Decoder Diffusion Language Models for Efficient Training and Inference

This repository contains code and scripts for reproducing experimental results from our work. We will try to use GitHub issues to track bugs, features, and todos. To contribute to the repo, please ...
IEEE

Rethinking Encoder-Decoder Flow Through Shared Structures

Abstract: Dense prediction tasks have enjoyed a growing complexity of encoder architectures, decoders, however, have remained largely the same. They rely on individual blocks decoding intermediate ...
Semiconductor Engineering

Designing for 448G: Modulation, DSP, and Channel Trade-offs in High-Speed SerDes

Discover practical solutions and engineering insights for deploying 448G SerDes in AI and HPC cluster networks. In this white paper, you’ll learn: The impact of retimed vs. unretimed host ...