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
147 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
70 * 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
44 2020 G M Li, X Guo, Y Wang, Y Wang, Z Lin
International Conference on Machine Learning, 12782-12796, 2022
23 2022 Cerdeq: Certifiable deep equilibrium model M Li, Y Wang, Z Lin
International Conference on Machine Learning, 12998-13013, 2022
14 2022 Optimization inspired multi-branch equilibrium models M Li, Y Wang, X Xie, Z Lin
International Conference on Learning Representations, 2022
12 2022 TERD: A unified framework for safeguarding diffusion models against backdoors Y Mo, H Huang, M Li, A Li, Y Wang
arXiv preprint arXiv:2409.05294, 2024
7 2024 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
6 2022 Pareto adversarial robustness: Balancing spatial robustness and sensitivity-based robustness K Sun, M Li, Z Lin
arXiv preprint arXiv:2111.01996, 2021
4 2021 Generated data with fake privacy: Hidden dangers of fine-tuning large language models on generated data A Akkus, M Li, J Chu, M Backes, Y Zhang, S Sav
arXiv preprint arXiv:2409.11423, 2024
2 2024 PID: prompt-independent data protection against latent diffusion models A Li, Y Mo, M Li, Y Wang
arXiv preprint arXiv:2406.15305, 2024
2 2024 SaLoRA: Safety-Alignment Preserved Low-Rank Adaptation M Li, WM Si, M Backes, Y Zhang, Y Wang
arXiv preprint arXiv:2501.01765, 2025
1 2025 ZeroFake: Zero-Shot Detection of Fake Images Generated and Edited by Text-to-Image Generation Models Z Sha, Y Tan, M Li, M Backes, Y Zhang
Proceedings of the 2024 on ACM SIGSAC Conference on Computer and …, 2024
1 2024 GEQ: Gaussian kernel inspired equilibrium models M Li, Y Wang, Z Lin
Advances in Neural Information Processing Systems 36, 38767-38785, 2023
1 2023 KerDEQ: Optimization induced Deep Equilibrium models via Gaussian Kernel M Li, Y Wang, Z Lin
Zhouchen LinProfessor, Peking University; Fellow of IEEE, IAPR, CSIG & AAIA; ex-VP of Samsung ResearchAdresse e-mail validée de pku.edu.cn