Joren Dumoulin

According to our database, Joren Dumoulin authored at least 9 papers between 2024 and 2026.

Collaborative distances:

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

2026

FlexiGen: An Automated AI Accelerator Generation Framework With Decoupled-Access-Execute and Dynamic Dataflows.

Xiaoling Yi, Man Shi, Joren Dumoulin, Jiacong Sun, Yunhao Deng, Ryan Antonio, Fanchen Kong, Yu Zhang, Yuqi Jiang, Marian Verhelst

IEEE Trans. Circuits Syst. I Regul. Pap., June, 2026

Hardware Generation and Exploration of Lookup Table-Based Accelerators for 1.58-bit LLM Inference.

Robin Geens, Joran Heldens, Joren Dumoulin, Marian Verhelst

Proceedings of the IEEE International Symposium on Performance Analysis of Systems and Software, 2026

A 16 nm 1.60TOPS/W High Utilization DNN Accelerator with 3D Spatial Data Reuse and Efficient Shared Memory Access.

Xiaoling Yi, Ryan Antonio, Yunhao Deng, Fanchen Kong, Joren Dumoulin, Jun Yin, Marian Verhelst

Proceedings of the IEEE International Symposium on Circuits and Systems, 2026

The Configuration Wall: Characterization and Elimination of Accelerator Configuration Overhead.

Josse Van Delm, Anton Lydike, Joren Dumoulin, Jonas Crols, Xiaoling Yi, Ryan Antonio, Jackson Woodruff, Tobias Grosser, Marian Verhelst

Proceedings of the 31st ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2026

Precision-Scalable Microscaling Datapaths with Optimized Reduction Tree for Efficient NPU Integration.

Stef Cuyckens, Xiaoling Yi, Robin Geens, Joren Dumoulin, Martin Wiesner, Chao Fang, Marian Verhelst

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

2025

An Open-Source HW-SW Co-Development Framework Enabling Efficient Multi-Accelerator Systems.

Ryan Antonio, Joren Dumoulin, Xiaoling Yi, Josse Van Delm, Yunhao Deng, Guilherme Paim, Marian Verhelst

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2025

OpenGeMM: A Highly-Efficient GeMM Accelerator Generator with Lightweight RISC-V Control and Tight Memory Coupling.

Xiaoling Yi, Ryan Antonio, Joren Dumoulin, Jiacong Sun, Josse Van Delm, Guilherme Pereira Paim, Marian Verhelst

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

2024

OpenGeMM: A High-Utilization GeMM Accelerator Generator with Lightweight RISC-V Control and Tight Memory Coupling.

Xiaoling Yi, Ryan Antonio, Joren Dumoulin, Jiacong Sun, Josse Van Delm, Guilherme Paim, Marian Verhelst

CoRR, 2024

Enabling Efficient Hardware Acceleration of Hybrid Vision Transformer (ViT) Networks at the Edge.

Joren Dumoulin, Pouya Houshmand, Vikram Jain, Marian Verhelst

Proceedings of the IEEE International Symposium on Circuits and Systems, 2024