Ziang Yin

According to our database, Ziang Yin authored at least 9 papers between 2024 and 2025.

Collaborative distances:

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

2025

SP2RINT: Spatially-Decoupled Physics-Inspired Progressive Inverse Optimization for Scalable, PDE-Constrained Meta-Optical Neural Network Training.

Pingchuan Ma, Ziang Yin, Qi Jing, Zhengqi Gao, Nicholas Gangi, Boyang Zhang, Tsung-Wei Huang, Zhaoran Rena Huang, Duane S. Boning, Yu Yao, Jiaqi Gu

CoRR, May, 2025

LiDAR 2.0: Hierarchical Curvy Waveguide Detailed Routing for Large-Scale Photonic Integrated Circuits.

Hongjian Zhou, Haoyu Yang, Ziang Yin, Nicholas Gangi, Zhaoran Huang, Haoxing Ren, Joaquin Matres, Jiaqi Gu

CoRR, May, 2025

H3PIMAP: A Heterogeneity-Aware Multi-Objective DNN Mapping Framework on Electronic-Photonic Processing-in-Memory Architectures.

Ziang Yin, Aashish Poonia, Ashish Reddy Bommana, Xinyu Zhao, Zahra Hojati, Tianlong Chen, Krishnendu Chakrabarty, Farshad Firouzi, Jeff Zhang, Jiaqi Gu

CoRR, March, 2025

ChipMnd: LLMs for Agile Chip Design.

Farshad Firouzi, David Z. Pan, Jiaqi Gu, Bahar J. Farahani, Jayeeta Chaudhuri, Ziang Yin, Pingchuan Ma, Peter Domanski, Krishnendu Chakrabarty

Proceedings of the 43rd IEEE VLSI Test Symposium, 2025

The Unlikely Hero: Nonidealities in Analog Photonic Neural Networks as Built-in Adversarial Defenders.

Haotian Lu, Ziang Yin, Partho Bhoumik, Sanmitra Banerjee, Krishnendu Chakrabarty, Jiaqi Gu

Proceedings of the 30th Asia and South Pacific Design Automation Conference, 2025

2024

SimPhony: A Device-Circuit-Architecture Cross-Layer Modeling and Simulation Framework for Heterogeneous Electronic-Photonic AI System.

Ziang Yin, Meng Zhang, Amir Begovic, Zhaoran Rena Huang, Jeff Zhang, Jiaqi Gu

CoRR, 2024

Multi-Dimensional Reconfigurable, Physically Composable Hybrid Diffractive Optical Neural Network.

Ziang Yin, Yu Yao, Jeff Zhang, Jiaqi Gu

CoRR, 2024

The Unlikely Hero: Nonideality in Analog Photonic Neural Networks as Built-in Defender Against Adversarial Attacks.

Haotian Lu, Ziang Yin, Partho Bhoumik, Sanmitra Banerjee, Krishnendu Chakrabarty, Jiaqi Gu

CoRR, 2024

SCATTER: Algorithm-Circuit Co-Sparse Photonic Accelerator with Thermal-Tolerant, Power-Efficient In-situ Light Redistribution.

Ziang Yin, Nicholas Gangi, Meng Zhang, Jeff Zhang, Z. Rena Huang, Jiaqi Gu

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