photonic/electronic design automation & machine learning
PRML-Solution-Manual. My Own Solution Manual of PRML
1kAwesome-PDA. A collection of papers in the area of photonic design automation
92BayesOpt-JLT2022. Code for our paper 'Automatic Synthesis of Broadband Silicon Photonic Devices via Bayesian Optimization'
15Learning-from-Multiple-Annotator-Noisy-Labels. Code for our paper 'Learning from Multiple Annotator Noisy Labels via Sample-wise Label Fusion' published on ECCV 2022
11Sampler. A python package for sampling methods and flow models
9spipe. SPIPE: Differentiable SPICE-Level Co-Simulation Program for Integrated Photonics and Electronics
8FGFC. Fudan-Graduated Faculty Collection (FGFC)
7spode. A simulator with programmable photonics and differentiability emphasis
6REG. [ICML'25] REG: Rectified Gradient Guidance for Conditional Diffusion Models
6kirchhoffnet. KirchhoffNet: A Scalable Ultra Fast Analog Neural Network
5CACHEFE. SRAM Failure Rate Estimation
4lightsim. An open-source error simulator for photonic-electronic AI accelerator
4Dr-Stanley-house. Final project in Introduction to Functional Programming-From C/C++ to Haskell at Fudan Univ.
3NOFIS-DAC24. NOFIS: Normalizing Flow for Rare Circuit Failure Analysis
3hbsattn. a high-performance Block Sparse Attention kernel in Triton
3TTM-challenge-CVPR-23. Python
1multi-corner-failure-rate-estimation. This is the code for multi-corner failure rate estimation published on TCAD.
1multi-corner-yield-estimation. This is the repo for multi-corner parametric yield estimation by Bayesian Inference
1Photonic-Inverse-Design. Python
1