Igcv3: Interleaved low-rank group convolutions for efficient deep neural networks K Sun, M Li, D Liu, J Wang
arXiv preprint arXiv:1806.00178, 2018
139 2018 Deep Convolutional Neural Networks with Merge-and-Run Mappings JW Liming Zhao, Mingjie Li, Depu Meng, Xi Li, Zhaoxiang Zhang, Yueting ...
International Joint Conference on Artificial Intelligence (IJCAI), 3170-3176, 2018
69 * 2018 Implicit euler skip connections: Enhancing adversarial robustness via numerical stability M Li, L He, Z Lin
International Conference on Machine Learning, 5874-5883, 2020
36 2020 G CN: Graph Gaussian Convolution Networks with Concentrated Graph Filters M Li, X Guo, Y Wang, Y Wang, Z Lin
International Conference on Machine Learning, 12782-12796, 2022
19 2022 Optimization inspired multi-branch equilibrium models M Li, Y Wang, X Xie, Z Lin
International Conference on Learning Representations, 2021
12 2021 Cerdeq: Certifiable deep equilibrium model M Li, Y Wang, Z Lin
International Conference on Machine Learning, 12998-13013, 2022
9 2022 Unbiased stochastic proximal solver for graph neural networks with equilibrium states M Li, Y Wang, Y Wang, Z Lin
The Eleventh International Conference on Learning Representations, 2022
5 2022 Pareto adversarial robustness: Balancing spatial robustness and sensitivity-based robustness K Sun, M Li, Z Lin
arXiv preprint arXiv:2111.01996, 2021
2 2021 GEQ: Gaussian Kernel Inspired Equilibrium Models M Li, Y Wang, Z Lin
Advances in Neural Information Processing Systems 36, 38767-38785, 2023
2023 KerDEQ: Optimization induced Deep Equilibrium models via Gaussian Kernel M Li, Y Wang, Z Lin
2022