Rethinking architecture selection in differentiable NAS R Wang, M Cheng, X Chen, X Tang, CJ Hsieh International Conference on Learning Representations, 2021 | 174 | 2021 |
DrNAS: Dirichlet Neural Architecture Search X Chen*, R Wang*, M Cheng*, X Tang, CJ Hsieh International Conference on Learning Representations, 2021 | 127 | 2021 |
Scaling Up Dataset Distillation to ImageNet-1K with Constant Memory J Cui, R Wang, S Si, CJ Hsieh International Conference on Machine Learning, 2023 | 62 | 2023 |
FedDM: Iterative Distribution Matching for Communication-Efficient Federated Learning Y Xiong*, R Wang*, M Cheng, F Yu, CJ Hsieh The IEEE Computer Vision and Pattern Recognition Conference (CVPR), 2023 | 54 | 2023 |
DC-BENCH: Dataset Condensation Benchmark J Cui, R Wang, S Si, CJ Hsieh Advances in Neural Information Processing Systems, 2022 | 51 | 2022 |
Generalizing Few-Shot NAS with Gradient Matching S Hu*, R Wang*, H Lanqing, Z Li, CJ Hsieh, J Feng International Conference on Learning Representations, 2022 | 22 | 2022 |
RANK-NOSH: Efficient Predictor-Based Architecture Search via Non-Uniform Successive Halving R Wang, X Chen, M Cheng, X Tang, CJ Hsieh Proceedings of IEEE International Conference on Computer Vision, 2021 | 16 | 2021 |
Learning to Schedule Learning rate with Graph Neural Networks Y Xiong, LC Lan, X Chen, R Wang, CJ Hsieh International Conference on Learning Representations, 2022 | 12 | 2022 |
Efficient Non-Parametric Optimizer Search for Diverse Tasks R Wang, Y Xiong, M Cheng, CJ Hsieh Advances in Neural Information Processing Systems, 2022 | 4 | 2022 |
DrAttack: Prompt Decomposition and Reconstruction Makes Powerful LLM Jailbreakers X Li, R Wang, M Cheng, T Zhou, CJ Hsieh arXiv preprint arXiv:2402.16914, 2024 | 1 | 2024 |
MuLan: Multimodal-LLM Agent for Progressive Multi-Object Diffusion S Li, R Wang, CJ Hsieh, M Cheng, T Zhou arXiv preprint arXiv:2402.12741, 2024 | 1 | 2024 |
DPO-Diff: On Discrete Prompt Optimization of Text-to-Image Diffusion Models R Wang, T Liu, CJ Hsieh, B Gong ICML 2024, 2024 | | 2024 |
Mixture-of-Experts in Prompt Optimization R Wang, S An, M Cheng, T Zhou, SJ Hwang, CJ Hsieh ICML 2024, 2024 | | 2024 |
MITIGATING BIAS IN DATASET DISTILLATION J Cui, R Wang, Y Xiong, CJ Hsieh ICML 2024, 2024 | | 2024 |