Low-Cost Approximate Constant Coefficient Hybrid Binary-Unary Multiplier for DSP Applications. - S. Rasoul Faraji; Pierre Abillama; Kia Bazargan (FCCM, 2020)

HBUCNNA: Hybrid Binary-Unary Convolutional Neural Network Accelerator. - S. Rasoul Faraji; Pierre Abillama; Gaurav Singh; Kia Bazargan (ISCAS, 2020)

HTNN: Deep Learning in Heterogeneous Transform Domains with Sparse-Orthogonal Weights. - Yu Chen 070; Bowen Liu 001; Pierre Abillama; Hun-Seok Kim (ISLPED, 2021)

Approximate Constant-Coefficient Multiplication Using Hybrid Binary-Unary Computing for FPGAs. - S. Rasoul Faraji; Pierre Abillama; Kia Bazargan (ACM Trans. Reconfigurable Technol. Syst., 2022)

SONA: An Accelerator for Transform-Domain Neural Networks with Sparse-Orthogonal Weights. - Pierre Abillama; Zichen Fan; Yu Chen 070; Hyochan An; Qirui Zhang 001; Seungkyu Choi; David T. Blaauw; Dennis Sylvester; Hun-Seok Kim (ASAP, 2023)

TaskFusion: An Efficient Transfer Learning Architecture with Dual Delta Sparsity for Multi-Task Natural Language Processing. - Zichen Fan; Qirui Zhang 001; Pierre Abillama; Sara Shoouri; Changwoo Lee 001; David T. Blaauw; Hun-Seok Kim; Dennis Sylvester (ISCA, 2023)

An 8.09TOPS/W Neural Engine Leveraging Bit-Sparsified Sign-Magnitude Multiplications and Dual Adder Trees. - Hyochan An; Yu Chen 070; Zichen Fan; Qirui Zhang 001; Pierre Abillama; Hun-Seok Kim; David T. Blaauw; Dennis Sylvester (ISSCC, 2023)

RoboVisio: A Micro-Robot Vision Domain-Specific SoC for Autonomous Navigation Enabling Fully-on-Chip Intelligence via 2-MB eMRAM. - Qirui Zhang 001; Zichen Fan; Hyochan An; Zhehong Wang; Ziyun Li; Guanru Wang; Pierre Abillama; Hun-Seok Kim; David T. Blaauw; Dennis Sylvester (IEEE J. Solid State Circuits, 2024)

AIMMI: Audio and Image Multi-Modal Intelligence via a Low-Power SoC With 2-MByte On-Chip MRAM for IoT Devices. - Zichen Fan; Qirui Zhang 001; Hyochan An; Boxun Xu; Li Xu 006; Chien-Wei Tseng; Yimai Peng; Andrea Bejarano-Carbo; Pierre Abillama; Ang Cao; Bowen Liu 001; Changwoo Lee 001; et al. (IEEE J. Solid State Circuits, 2024)

One-Hot Multi-Level Leaky Integrate-and-Fire Spiking Neural Networks for Enhanced Accuracy-Latency Tradeoff. - Pierre Abillama; Changwoo Lee 001; Andrea Bejarano-Carbo; Qirui Zhang 001; Dennis Sylvester; David T. Blaauw; Hun-Seok Kim (IEEE Access, 2025)

MonarchAttention: Zero-Shot Conversion to Fast, Hardware-Aware Structured Attention. - Can Yaras; Alec S. Xu; Pierre Abillama; Changwoo Lee; Laura Balzano (CoRR, 2025)