Zero-cost operation scoring in differentiable architecture search L Xiang, L Dudziak, MS Abdelfattah, T Chau, ND Lane, H Wen Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10453 …, 2023 | 25 | 2023 |
Towards data-agnostic pruning at initialization: what makes a good sparse mask? H Pham, S Liu, L Xiang, D Le, H Wen, L Tran-Thanh Advances in Neural Information Processing Systems 36, 80044-80065, 2023 | 7 | 2023 |
Exploiting network compressibility and topology in zero-cost NAS L Xiang, R Hunter, M Xu, Ł Dudziak, H Wen International Conference on Automated Machine Learning, 18/1-14, 2023 | 4 | 2023 |
Temporal kernel consistency for blind video super-resolution L Xiang, R Lee, MS Abdelfattah, ND Lane, H Wen Proceedings of the IEEE/CVF international conference on computer vision …, 2021 | 2 | 2021 |
No More Adam: Learning Rate Scaling at Initialization is All You Need M Xu, L Xiang, X Cai, H Wen arXiv preprint arXiv:2412.11768, 2024 | 1 | 2024 |
FlexControl: Computation-Aware ControlNet with Differentiable Router for Text-to-Image Generation Z Fang, L Xiang, X Cai, K Zhou, H Wen arXiv preprint arXiv:2502.10451, 2025 | | 2025 |
Towards Neural Architecture Search through Hierarchical Generative Modeling L Xiang, Ł Dudziak, MS Abdelfattah, A Mehrotra, ND Lane, H Wen | | 2023 |
Efficient automated neural architecture design L Xiang University of Warwick, 2023 | | 2023 |
DPaI: Differentiable Pruning at Initialization with Node-Path Balance Principle L Xiang, Q Nguyen-Tri, LC Nguyen, H Pham, K Than, L Tran-Thanh, ... The Thirteenth International Conference on Learning Representations, 0 | | |
Generating Neural Network Architectures with Conditional Graph Normalizing Flows L Xiang, Ł Dudziak, A Mehrotra, MS Abdelfattah, ND Lane, H Wen AutoML Conference 2023 (Workshop), 0 | | |