| 2025 | DATE | A 3D Design Methodology for Integrated Wearable SoCs: Enabling Energy Efficiency and Enhanced Performance at Iso-Area Footprint. | Huseyin Ekin Sumbul, Arne Symons, Lita Yang, Huichu Liu, Tony F. Wu, Matheus Trevisan Moreira, Debabrata Mohapatra, Abhinav Agarwal, Kaushik Ravindran, Chris Thompson, Yuecheng Li, Edith Beign |
| 2025 | HPCA | Anda: Unlocking Efficient LLM Inference with a Variable-Length Grouped Activation Data Format. | Chao Fang, Man Shi, Robin Geens, Arne Symons, Zhongfeng Wang, Marian Verhelst |
| 2023 | CVPR | Hardware-aware NAS by Genetic Optimisation with a Design Space Exploration Simulator. | Lotte Hendrickx, Arne Symons, Wiebe Van Ranst, Marian Verhelst, Toon Goedem |
| 2023 | DATE | Genetic Algorithm-based Framework for Layer-Fused Scheduling of Multiple DNNs on Multi-core Systems. | Sebastian Karl, Arne Symons, Nael Fasfous, Marian Verhelst |
| 2023 | HPCA | DeFiNES: Enabling Fast Exploration of the Depth-first Scheduling Space for DNN Accelerators through Analytical Modeling. | Linyan Mei, Koen Goetschalckx, Arne Symons, Marian Verhelst |
| 2023 | ISPASS | Stream: A Modeling Framework for Fine-grained Layer Fusion on Multi-core DNN Accelerators. | Arne Symons, Linyan Mei, Steven Colleman, Pouya Houshmand, Sebastian Karl, Marian Verhelst |