talks-media

@techreport{ledoux_mlir_workshop_2026,
  title = {{Progressive Arithmetic Lowering from Tensor Kernels to Synthesizable Datapaths}},
  author = {Ledoux, Louis and Cochard, Pierre and de Dinechin, Florent},
  note = {MLIR Workshop communication},
  howpublished = {{EuroLLVM Developers' Meeting 2026}},
  year = {2026},
  month = apr,
  url = {https://hal.science/hal-05594483},
  hal_id = {hal-05594483},
  hal_version = {v1},
}

@techreport{ledoux_holigrail_2025,
  title = {{FloPoCo and MLIR: a multi-level compilation framework for many intents}},
  author = {Cochard, Pierre and Ledoux, Louis},
  note = {Invited talk},
  howpublished = {{Holigrail Seminar, Sorbonne University}},
  year = {2025},
  month = sep,
  url = {https://hal.science/hal-05412130},
  hal_id = {hal-05412130},
  hal_version = {v1},
}

@techreport{ledoux_taran_dark_era_2024,
  address = {Rennes, France},
  title = {The Walls and the Dark Silicon Era: An Arithmetic Perspective},
  author = {Ledoux, Louis},
  month = dec,
  url = {https://hal.science/hal-04823130},
  year = {2024},
  keywords = {dark silicon, arithmetic, float, posit, llm, gemm, accuracy, energy},
}

@techreport{ledoux_accelerating_2019,
  address = {Lyon, France},
  title = {Accelerating {DL} inference with ({Open}){CAPI} and posit numbers},
  url = {https://hal.science/hal-04094850},
  booktitle = {{OpenPOWER} summit 2019},
  publisher = {linux foundation},
  author = {Ledoux, Louis and Casas, Marc},
  month = oct,
  year = {2019},
  keywords = {acceleration, CAPI, CAPI2, FPGA, PCIE, posit, POWER9},
}

@misc{ledoux_harico_school_2026,
  title = {{HAriCo: Floating-Point MLIR to CIRCT Datapaths}},
  author = {Ledoux, Louis},
  howpublished = {ACM Europe School on MLIR, A Coruña, Spain},
  note = {Poster},
  year = {2026},
  month = aug,
  url = {https://hal.science/hal-05725118},
  hal_id = {hal-05725118},
  hal_version = {v1},
}

@misc{ledoux_pepr_2026,
  title = {{Multi-Level Compilation of AI Tensors and Activation Functions to Silicon}},
  author = {Ledoux, Louis},
  howpublished = {PEPR IA Days, Rennes, France},
  note = {Poster},
  year = {2026},
  month = jun,
  url = {https://hal.science/hal-05671676},
  hal_id = {hal-05671676},
  hal_version = {v1},
}

@misc{ledoux_fdf_2026,
  title = {{Progressive Arithmetic Optimizations: Tensor and DSP Kernels to Synthesizable Datapaths}},
  author = {Ledoux, Louis and Cochard, Pierre and de Dinechin, Florent},
  note = {Poster},
  howpublished = {{3rd FPGA Developers' Forum (FDF) meeting}},
  year = {2026},
  month = may,
  url = {https://hal.science/hal-05631193v1},
  hal_id = {hal-05631193},
  hal_version = {v1},
}

@misc{ledoux_eurollvm_2026_poster,
  title = {{Floating-Point Datapaths in CIRCT via HAriCo and harico-arith-to-comb Lowering}},
  author = {Ledoux, Louis and Cochard, Pierre and de Dinechin, Florent},
  note = {Poster},
  howpublished = {{EuroLLVM Developers' Meeting 2026}},
  year = {2026},
  month = apr,
  url = {https://hal.science/hal-05576131},
  hal_id = {hal-05576131},
  hal_version = {v2},
}

@misc{ledoux_aussois_2026,
  title = {{Arithmetic Lowering with Emeraude-MLIR: Bridging Tensor and DSP Kernels to Silicon Datapaths}},
  author = {Ledoux, Louis and Cochard, Pierre and de Dinechin, Florent},
  note = {Poster},
  howpublished = {{PEPR IA Embarquee workshop, Aussois}},
  year = {2026},
  month = jan,
  url = {https://hal.science/hal-05489427},
  hal_id = {hal-05489427},
  hal_version = {v1},
}

@misc{ledoux_eurollvm_2025,
  title = {{Towards Multi-Level Arithmetic Optimizations}},
  author = {Cochard, Pierre and Forget, Luc and de Dinechin, Florent and Ledoux, Louis},
  url = {https://hal.science/hal-05063466},
  note = {Poster},
  howpublished = {{EuroLLVM 2025}},
  year = {2025},
  month = apr,
  hal_id = {hal-05063466},
  hal_version = {v1},
}

@misc{ledoux_llmmmm_2024,
  title = {{LLMMMM: Large Language Models Matrix-Matrix Multiplications Characterization on Open Silicon}},
  author = {Ledoux, Louis and Casas, Marc},
  url = {https://hal.science/hal-04592229},
  note = {Poster},
  howpublished = {{11th BSC Symposium}},
  organization = {{Barcelona Supercomputing Center}},
  volume = {11},
  year = {2024},
  month = may,
  keywords = {Multi-Perspective Layout visualizations and Power Performance Area (PPA) Analysis introduction of PPAA (Power Performance Area Accuracy) metric PDK vs. Computer format ASAP7: 4096 PEs 8.2 TFLOP/s <1 mm 2 Congestion heatmap 64 PEs e4m3-$\beta$ 8 ; Multi-Perspective Layout visualizations and Power ; Performance ; Area (PPA) Analysis introduction of PPAA (Power ; Area ; Accuracy) metric PDK vs. Computer format ASAP7: 4096 PEs ; 8.2 TFLOP/s ; <1 mm 2 Congestion heatmap ; 64 PEs ; e4m3-$\beta$ 8},
  hal_id = {hal-04592229},
  hal_version = {v1},
}

@misc{ledoux_suf_2024,
  title = {{The Grafted Superset Approach: Bridging Python to Silicon with Asynchronous Compilation and Beyond}},
  author = {Ledoux, Louis and Casas, Marc},
  url = {https://hal.science/hal-04587458},
  note = {Poster},
  howpublished = {{DATE}},
  year = {2024},
  month = mar,
  keywords = {EDA ; ASIC ; flow ; Open Source Silicon ; Arithmetic ; Floating-Point ; Automated Pipeline ; FloPoCo},
  hal_id = {hal-04587458},
  hal_version = {v1},
}

@misc{ledoux_osfntc_poster_2023,
  title = {{An Open-Source Framework for Efficient Numerically-Tailored Computations}},
  author = {Ledoux, Louis and Casas, Marc},
  url = {https://hal.science/hal-04094835},
  note = {Poster},
  howpublished = {{BSCSymposium23}},
  organization = {{Barcelona Supercomputing Center}},
  year = {2023},
  month = may,
  keywords = {GEMMs ; matrix-matrix-multiply ; full stack framework ; automated pipeline ; flopoco ; OpenCAPI ; OpenBLAS ; High Performance Computing ; approximate/trans/extended precision},
  hal_id = {hal-04094835},
  hal_version = {v1},
}