activity
20212026
most citedOpenPARF: An Open-Source Placement and Routing Framework for Large-Scale Heterogeneous FPGAs with Deep Learning Toolkit

1 citations · 1 across the 6 of their papers we have counts for

collaborators

6 papers

cs.AI2026

GoGoTB: Agentic RTL Verification with Specification-Grounded Coverage Closure

Xin Xin, Jincheng Lou, Junhui Li +11

Functional verification dominates integrated circuit (IC) front-end engineering effort, and a single missed bug that escapes to silicon can trigger a costly respin. Recent large la…

cs.LG2023

Imbalanced Large Graph Learning Framework for FPGA Logic Elements Packing Prediction

Zhixiong Di, Runzhe Tao, Lin Chen +2

Packing is a required step in a typical FPGA CAD flow. It has high impacts to the performance of FPGA placement and routing. Early prediction of packing results can guide design op…

cs.AR2023

LEAPS: Topological-Layout-Adaptable Multi-Die FPGA Placement for Super Long Line Minimization

Zhixiong Di, Runzhe Tao, Jing Mai +2

Multi-die FPGAs are crucial components in modern computing systems, particularly for high-performance applications such as artificial intelligence and data centers. Super long line…

cs.AR2023★ 1 cited

OpenPARF: An Open-Source Placement and Routing Framework for Large-Scale Heterogeneous FPGAs with Deep Learning Toolkit

Jing Mai, Jiarui Wang, Zhixiong Di +3

This paper proposes OpenPARF, an open-source placement and routing framework for large-scale FPGA designs. OpenPARF is implemented with the deep learning toolkit PyTorch and suppor…

cs.AR2023

Multi-Electrostatic FPGA Placement Considering SLICEL-SLICEM Heterogeneity, Clock Feasibility, and Timing Optimization

Jing Mai, Jiarui Wang, Zhixiong Di +1

When modern FPGA architecture becomes increasingly complicated, modern FPGA placement is a mixed optimization problem with multiple objectives, including wirelength, routability, t…

cs.MM2021

A Power and Area Efficient Lepton Hardware Encoder with Hash-based Memory Optimization

Xiao Yan, Zhixiong Di, Bowen Huang +4

Although it has been surpassed by many subsequent coding standards, JPEG occupies a large share of the storage load of the current data hosting service. To reduce the storage costs…