Deruo Cheng

24 papers B 1C 6Journal 14Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Explainable Error Detection in Integrated Circuits Image Segmentation via Graph Neural Networks.
Trans. Mach. Learn. Res.
Ma Xiaoyu, Jingyang Dai, Feng Ji, Deruo Cheng, Yiqiong Shi, Bah-Hwee Gwee
2026 J jnl
Integrated Circuit Image Synthesis for Unsupervised Circuit Annotation via Shape Consistent Image Translation.
IEEE Intell. Syst.
Yee-Yang Tee, Xuenong Hong, Deruo Cheng, Tong Lin, Yiqiong Shi, Bah-Hwee Gwee
2026 J jnl
MKFi: Temporally robust WiFi CSI-based activity recognition under data scarcity.
Pattern Recognit.
Lu Zhang, Hari Kang, Jaekwon Lee, Deruo Cheng, Donghyun Kim, Kar-Ann Toh
2026 J jnl
Non-destructive Printed Circuit Board layout verification using a deterministic diffusion-guided framework.
Eng. Appl. Artif. Intell.
Xue Wang, Deruo Cheng, Chai Kiat Yeo
2026 J jnl
SAMSEM - A Generic and Scalable Approach for IC Metal Line Segmentation.
CoRR
Christian Gehrmann, Jonas Ricker, Simon Damm, Deruo Cheng, Julian Speith, Yiqiong Shi, Asja Fischer, Christof Paar
2025 J jnl
Advancing training stability in unsupervised SEM image segmentation for IC layout extraction.
J. Cryptogr. Eng.
Nils Rothaug, Deruo Cheng, Simon Klix, Nicole Auth, Sinan Böcker, Endres Puschner, Steffen Becker, Christof Paar
2025 J jnl
Data-Efficient Deep Learning for Printed Circuit Board Defect Detection Using X-Ray Images.
IEEE Trans. Instrum. Meas.
Hong Duc Nguyen, Deruo Cheng, Xinrui Wang, Yiqiong Shi, Bihan Wen
2025 J jnl
GNNReveal: A Novel Graph-Neural-Network-Based Attack Method for Integrated Circuit Logic Gate Decamouflaging.
IEEE Intell. Syst.
Xuenong Hong, Yee-Yang Tee, Zilong Hu, Tong Lin, Yiqiong Shi, Deruo Cheng, Bah-Hwee Gwee
2025 C conf
Long-Short-GNN: A Novel Graph Neural Network for Detecting FPGA IP Circuits for Hardware Assurance.
ISCAS
Heyi Zhang, Tong Lin, Feng Ji, Deruo Cheng, Yiqiong Shi, Bah-Hwee Gwee
2025 C conf
Multiple Hypothesis Testing for SEM Image Processing: A Case Study on Standard Cell Partition.
ISCAS
Xiaoyu Ma, Yizhen Li, Feng Ji, Tong Lin, Yiqiong Shi, Deruo Cheng, Bah-Hwee Gwee
2025 C conf
SSRNet: Few-shot IC Segmentation in Automated PCB Image Processing.
ISCAS
Yuhang Wang, Xinrui Wang, Deruo Cheng, Tong Lin, Feng Ji, Yiqiong Shi, Bah-Hwee Gwee
2024 J jnl
Integrated Circuit Mask-Generative Adversarial Network for Circuit Annotation With Targeted Data Augmentation.
IEEE Intell. Syst.
Yee-Yang Tee, Deruo Cheng, Yiqiong Shi, Tong Lin, Bah-Hwee Gwee
2024 C conf
MLConnect: A Machine Learning Based Connection Prediction Framework for Error Correction in Recovered Circuit.
ISCAS
Xuenong Hong, Zilong Hu, Han Zhang, Yee-Yang Tee, Tong Lin, Yiqiong Shi, Deruo Cheng, Bah-Hwee Gwee
2024 C conf
SAMIC: Segment Anything Model for Integrated Circuit Image Analysis.
TENCON
Yong-Jian Ng, Yee-Yang Tee, Deruo Cheng, Bah-Hwee Gwee
2024 — conf
Unpaired Synthesis of IC Scanning Electron Microscopy Images with Structural Constraints.
IST
Luyun Li, Deruo Cheng, Yiqiong Shi, Bah-Hwee Gwee
2023 — conf
Deep-learning-based X-ray CT Slice Analysis for Layout Verification in Printed Circuit Boards.
AICAS
Deruo Cheng, Yiqiong Shi, Yee-Yang Tee, Jingsi Song, Xue Wang, Bihan Wen, Bah-Hwee Gwee
2023 J jnl
Patch-Based Adversarial Training for Error-Aware Circuit Annotation of Delayered IC Images.
IEEE Trans. Circuits Syst. II Express Briefs
Yee-Yang Tee, Xuenong Hong, Deruo Cheng, Chye-Soon Chee, Yiqiong Shi, Tong Lin, Bah-Hwee Gwee
2022 J jnl
Delayered IC image analysis with template-based Tanimoto Convolution and Morphological Decision.
IET Circuits Devices Syst.
Deruo Cheng, Yiqiong Shi, Tong Lin, Bah-Hwee Gwee, Kar-Ann Toh
2022 J jnl
Unsupervised Domain Adaptation with Histogram-gated Image Translation for Delayered IC Image Analysis.
CoRR
Yee-Yang Tee, Deruo Cheng, Chye-Soon Chee, Tong Lin, Yiqiong Shi, Bah-Hwee Gwee
2021 B conf
Joint Anomaly Detection and Inpainting for Microscopy Images Via Deep Self-Supervised Learning.
ICIP
Ling Huang, Deruo Cheng, XuLei Yang, Tong Lin, Yiqiong Shi, Kaiyi Yang, Bah-Hwee Gwee, Bihan Wen
2019 J jnl
A Hierarchical Multiclassifier System for Automated Analysis of Delayered IC Images.
IEEE Intell. Syst.
Deruo Cheng, Yiqiong Shi, Bah-Hwee Gwee, Kar-Ann Toh, Tong Lin
2019 C conf
Global Template Projection and Matching Method for Training-Free Analysis of Delayered IC Images.
ISCAS
Deruo Cheng, Yiqiong Shi, Tong Lin, Bah-Hwee Gwee, Kar-Ann Toh
2018 — conf
Deep Learning for Automatic IC Image Analysis.
DSP
Xuenong Hong, Deruo Cheng, Yiqiong Shi, Tong Lin, Bah-Hwee Gwee
2018 J jnl
Hybrid K-Means Clustering and Support Vector Machine Method for via and Metal Line Detections in Delayered IC Images.
IEEE Trans. Circuits Syst. II Express Briefs
Deruo Cheng, Yiqiong Shi, Tong Lin, Bah-Hwee Gwee, Kar-Ann Toh