Songyu Sun

According to our database, Songyu Sun authored at least 16 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Machine Learning-Assisted VCD Processing for Accelerated Dynamic Voltage Drop Analysis.

Jingchao Hu, Yufei Chen, Songyu Sun, Jianfei Song, Li Zhang, Xunzhao Yin, Zhou Jin, Cheng Zhuo

ACM Trans. Design Autom. Electr. Syst., July, 2026

CD-FiLM: Contrastive Masked Decoder With Feature-Wise Linear Modulation for Power-Signal Integrity Co-Analysis of High-Speed Transmitters.

Songyu Sun, Cheng Zhuo

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., June, 2026

FreqCache: Accelerating Embodied VLN Models with Adaptive Frequency-Guided Token Caching.

Zihao Zheng, Xingyue Zhou, Zhihao Mao, Songyu Sun, Lingyue Zhang, Yulong Ao, Yupu Feng, Qiongqiong Zhang, Yonghua Lin, Xiang Chen

CoRR, April, 2026

Understanding and Predicting Vmin Failures in Power Delivery Networks through Multi-Order Droop Signatures.

Songyu Sun, Jingchao Hu, Zhou Jin, Cheng Zhuo

Proceedings of the 31st Asia and South Pacific Design Automation Conference, 2026

2025

LiTformer: Efficient Signal Integrity Analysis for High-Speed Link Transmitters Using Non-Autoregressive Transformer.

Songyu Sun, Xiao Dong, Yanliang Sha, Qi Sun, Quan Chen, Zhou Jin, Cheng Zhuo

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., December, 2025

SPIRAL+: Efficient Signal-Power Integrity Co-Analysis for Interchiplet Links Validation.

Xiao Dong, Songyu Sun, Yangfan Jiang, Jingtong Hu, Dawei Gao, Zhiguo Shi, Cheng Zhuo

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., August, 2025

Fast Machine-Learning-Driven Supply Noise-Aware Macromodeling for High-Speed Nonlinear Drivers.

Songyu Sun, Xiao Dong, Qi Sun, Xunzhao Yin, Quan Chen, Cheng Zhuo

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., March, 2025

Accelerating Electro-Thermal Co-Analysis via Coarse-to-Fine Physics-Informed Neural Networks.

Xiao Dong, Songyu Sun, Xunzhao Yin, Zhou Jin, Zhiguo Shi, Cheng Zhuo

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2025

2024

A Parallel Simulation Framework Incorporating Machine Learning-Based Hotspot Detection for Accelerated Power Grid Analysis.

Yangfan Jiang, Jianfei Song, Xunzhao Yin, Xiao Dong, Songyu Sun, Yibo Lin, Zhou Jin, Xiaoyu Yang, Cheng Zhuo

Proceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD, 2024

Single-Ferroelectric FET based Associative Memory for Data-Intensive Pattern Matching.

Jiayi Wang, Songyu Sun, Xunzhao Yin

Proceedings of the 25th International Symposium on Quality Electronic Design, 2024

LiTformer: Efficient Modeling and Analysis of High-Speed Link Transmitters Using Non-Autoregressive Transformer.

Songyu Sun, Xiao Dong, Yanliang Sha, Quan Chen, Cheng Zhuo

Proceedings of the 43rd IEEE/ACM International Conference on Computer-Aided Design, 2024

SPIRAL: Signal-Power Integrity Co-Analysis for High-Speed Inter-Chiplet Serial Links Validation.

Xiao Dong, Songyu Sun, Yangfan Jiang, Jingtong Hu, Dawei Gao, Cheng Zhuo

Proceedings of the 29th Asia and South Pacific Design Automation Conference, 2024

2023

Hybrid Robotic Grasping With a Soft Multimodal Gripper and a Deep Multistage Learning Scheme.

Fukang Liu, Fuchun Sun, Bin Fang, Xiang Li, Songyu Sun, Huaping Liu

IEEE Trans. Robotics, June, 2023

A Fast Method to Estimate Through-Bump Current for Power Delivery Verification.

Cheng Zhuo, Songyu Sun

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., May, 2023

Virtual histological staining of unlabeled autopsy tissue.

Yuzhu Li, Nir Pillar, Jingxi Li, Tairan Liu, Di Wu, Songyu Sun, Guangdong Ma, Kevin de Haan, Luzhe Huang, Sepehr Hamidi, Anatoly Urisman, Tal Keidar Haran, William Dean Wallace, Jonathan E. Zuckerman, Aydogan Ozcan

CoRR, 2023

2022

Unidirectional Imaging using Deep Learning-Designed Materials.

Jingxi Li, Tianyi Gan, Yifan Zhao, Bijie Bai, Che-Yung Shen, Songyu Sun, Mona Jarrahi, Aydogan Ozcan

CoRR, 2022