Pinned Repositories
CoT_benchmark
Code for "Towards Revealing the Mystery behind Chain of Thought: a Theoretical Perspective"
SWL
[ICML 2023] Subgraph GNNs with best expressive power
clipping-algorithms
Code for the NeurIPS 2020 paper "Improved analysis of clippind algorithms for non-convex optimization", including various clipping algorithms for neural network training in CV and NLP.
L_inf-dist-net
[ICML 2021] This is the official github repo for training L_inf dist nets with high certified accuracy.
L_inf-dist-net-v2
[ICLR 2022] Training L_inf-dist-net with faster acceleration and better training strategies
SortNet
[NeurIPS 2022] A novel 1-Lipschitz network that can be efficiently trained to achieve certified L-infinity robustness for free!
zbh2047.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
zbh2047's Repositories
zbh2047/L_inf-dist-net
[ICML 2021] This is the official github repo for training L_inf dist nets with high certified accuracy.
zbh2047/SortNet
[NeurIPS 2022] A novel 1-Lipschitz network that can be efficiently trained to achieve certified L-infinity robustness for free!
zbh2047/L_inf-dist-net-v2
[ICLR 2022] Training L_inf-dist-net with faster acceleration and better training strategies
zbh2047/clipping-algorithms
Code for the NeurIPS 2020 paper "Improved analysis of clippind algorithms for non-convex optimization", including various clipping algorithms for neural network training in CV and NLP.
zbh2047/zbh2047.github.io
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes