SCATTER: Algorithm-Circuit Co-Sparse Photonic Accelerator with Thermal-Tolerant, Power-Efficient In-situ Light Redistribution. - Ziang Yin; Nicholas Gangi; Meng Zhang 023; Jeff Zhang 001; Z. Rena Huang; Jiaqi Gu 002 (ICCAD, 2024)

The Unlikely Hero: Nonideality in Analog Photonic Neural Networks as Built-in Defender Against Adversarial Attacks. - Haotian Lu 002; Ziang Yin; Partho Bhoumik; Sanmitra Banerjee; Krishnendu Chakrabarty; Jiaqi Gu 002 (CoRR, 2024)

Multi-Dimensional Reconfigurable, Physically Composable Hybrid Diffractive Optical Neural Network. - Ziang Yin; Yu Yao; Jeff Zhang 001; Jiaqi Gu 002 (CoRR, 2024)

SimPhony: A Device-Circuit-Architecture Cross-Layer Modeling and Simulation Framework for Heterogeneous Electronic-Photonic AI System. - Ziang Yin; Meng Zhang 023; Amir Begovic; Zhaoran Rena Huang; Jeff Zhang 001; Jiaqi Gu 002 (CoRR, 2024)

The Unlikely Hero: Nonidealities in Analog Photonic Neural Networks as Built-in Adversarial Defenders. - Haotian Lu 002; Ziang Yin; Partho Bhoumik; Sanmitra Banerjee; Krishnendu Chakrabarty; Jiaqi Gu 002 (ASP-DAC, 2025)

ChipMnd: LLMs for Agile Chip Design. - Farshad Firouzi; David Z. Pan; Jiaqi Gu 002; Bahar J. Farahani; Jayeeta Chaudhuri; Ziang Yin; Pingchuan Ma 012; Peter Domanski; Krishnendu Chakrabarty (VTS, 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 001; Krishnendu Chakrabarty; Farshad Firouzi; Jeff Zhang 001; Jiaqi Gu 002 (CoRR, 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 002 (CoRR, 2025)

SP2RINT: Spatially-Decoupled Physics-Inspired Progressive Inverse Optimization for Scalable, PDE-Constrained Meta-Optical Neural Network Training. - Pingchuan Ma 012; Ziang Yin; Qi Jing; Zhengqi Gao; Nicholas Gangi; Boyang Zhang; Tsung-Wei Huang; Zhaoran Rena Huang; Duane S. Boning; Yu Yao; Jiaqi Gu 002 (CoRR, 2025)