Tutorials and Talks
A list of tutorials by the HEIR community. To add to this list, open an issue or submit a pull request on GitHub.
Talks
- HEIR: A foundation for FHE compilers (FHE.org 2023-10 meetup)
- How to Write Optimizations in HEIR (FHE.org 2024 conference tutorial) (slides)
- Updates on the HEIR Compiler Project (FHE.org 2025 conference talk) (slides)
MLIR tutorials
FHE math
- A High Level Technical Overview of Fully Homomorphic Encryption by Jeremy Kun
- Packing matrix-vector multiplication in FHE by Jeremy Kun
- Shift Networks by Jeremy Kun
- Estimating the Security of Ring Learning With Errors by Cathie Yun
- Key Switching in LWE by Jeremy Kun
- Modulus Switching in LWE by Jeremy Kun
- Negacyclic Polynomial Multiplication by Jeremy Kun
- Sample Extraction from RLWE to LWE by Jeremy Kun
- The Gadget Decomposition in FHE by Jeremy Kun
Last modified May 2, 2025: add more links to talks and tutorials page (0f772256)