A Cyber Manufacturing IoT System for Adaptive Machine Learning Model Deployment by Interactive Causality Enabled Self-Labeling

1 code implementation • 9 Apr 2024 • Yutian Ren, Yuqi He, Xuyin Zhang, Aaron Yen, G. P. Li

Machine Learning (ML) has been demonstrated to improve productivity in many manufacturing applications.

FlowGNN: A Dataflow Architecture for Real-Time Workload-Agnostic Graph Neural Network Inference

1 code implementation • 27 Apr 2022 • Rishov Sarkar, Stefan Abi-Karam, Yuqi He, Lakshmi Sathidevi, Cong Hao

First, we propose a novel and scalable dataflow architecture, which generally supports a wide range of GNN models with message-passing mechanism.

Drug Discovery

GenGNN: A Generic FPGA Framework for Graph Neural Network Acceleration

1 code implementation • 20 Jan 2022 • Stefan Abi-Karam, Yuqi He, Rishov Sarkar, Lakshmi Sathidevi, Zihang Qiao, Cong Hao

Second, we aim to support a diverse set of GNN models with the extensibility to flexibly adapt to new models.

Drug Discovery