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Fengrui Liu

4 accepted papers

2026

CircuitNet 3.0: A Multi-Modal Dataset with Task-Oriented Augmentation for AI-Driven Circuit Design

ICLR 2026poster

Integrated circuit (IC) designs require transforming high-level specifications into physical layouts, demanding extensive expertise and specialized tools, as well as months of time and numerous iterations. While Machine Learning (ML) has shown promise in various research domains, the lack of large-s…

Cited by 0SourcecodeScholar
2024

A Manta Ray-Inspired Fast-Swimming Soft Electrohydraulic Robotic Fish

RA-L 2024

Underwater soft robots inspired by marine life have shown great potential in ocean exploration, monitoring, scientific research, etc., due to their excellent safety, compatibility and adaptability when interacting with underwater environments. However, most of their soft actuators suffer performance

Cited by 11SourceScholar
2021

An Accuracy Network Anomaly Detection Method Based on Ensemble Model

ICASSP 2021accepted

Identifying network anomaly detection is important since they may carry critical information in circumstances such as a burst of intrusions, privacy theft, system damage and fraudulent activities. In recent years, there are many detection methods for network anomalies are proposed, however, a single…

Cited by 0SourceScholar