| Predicting antigen specificity of single T cells based on TCR CDR 3 regions DS Fischer, Y Wu, B Schubert, FJ Theis Molecular systems biology 16 (8), e9416, 2020 | 109 | 2020 |
| Unbiased watermark for large language models Z Hu, L Chen, X Wu, Y Wu, H Zhang, H Huang arXiv preprint arXiv:2310.10669, 2023 | 73 | 2023 |
| A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models Y Wu, Z Hu, J Guo, H Zhang, H Huang Forty-first International Conference on Machine Learning, 2024 | 30* | 2024 |
| Adversarial weight perturbation improves generalization in graph neural networks Y Wu, A Bojchevski, H Huang Proceedings of the AAAI Conference on Artificial Intelligence 37 (9), 10417 …, 2023 | 29 | 2023 |
| Completing the picture: Randomized smoothing suffers from the curse of dimensionality for a large family of distributions Y Wu, A Bojchevski, A Kuvshinov, S Günnemann International Conference on Artificial Intelligence and Statistics, 3763-3771, 2021 | 21 | 2021 |
| Retrievalguard: Provably robust 1-nearest neighbor image retrieval Y Wu, H Zhang, H Huang International Conference on Machine Learning, 24266-24279, 2022 | 19 | 2022 |
| A Law of Robustness beyond Isoperimetry Y Wu, H Huang, H Zhang International Conference on Machine Learning, 37439-37455, 2023 | 12* | 2023 |
| Towards robust dataset learning Y Wu, X Li, F Kerschbaum, H Huang, H Zhang arXiv preprint arXiv:2211.10752, 2022 | 10 | 2022 |
| Your vision-language model itself is a strong filter: Towards high-quality instruction tuning with data selection R Chen, Y Wu, L Chen, G Liu, Q He, T Xiong, C Liu, J Guo, H Huang arXiv preprint arXiv:2402.12501, 2024 | 7 | 2024 |
| Few-shot class incremental learning with attention-aware self-adaptive prompt C Liu, Z Wang, T Xiong, R Chen, Y Wu, J Guo, H Huang European Conference on Computer Vision, 1-18, 2025 | 6 | 2025 |
| GPT-4 Vision on Medical Image Classification--A Case Study on COVID-19 Dataset R Chen, T Xiong, Y Wu, G Liu, Z Hu, L Chen, Y Chen, C Liu, H Huang arXiv preprint arXiv:2310.18498, 2023 | 5 | 2023 |
| Distortion-free Watermarks are not Truly Distortion-free under Watermark Key Collisions Y Wu, R Chen, Z Hu, Y Chen, J Guo, H Zhang, H Huang arXiv preprint arXiv:2406.02603, 2024 | 4 | 2024 |
| Shielding the Unseen: Privacy Protection through Poisoning NeRF with Spatial Deformation Y Wu, BY Feng, H Huang arXiv preprint arXiv:2310.03125, 2023 | 2 | 2023 |
| Defense against Model Extraction Attack by Bayesian Active Watermarking Z Wang, Y Wu, H Huang Forty-first International Conference on Machine Learning, 0 | 2 | |
| Lost Domain Generalization Is a Natural Consequence of Lack of Training Domains Y Wang, Y Wu, H Zhang Proceedings of the AAAI Conference on Artificial Intelligence 38 (14), 15689 …, 2024 | 1 | 2024 |
| Enhancing Biosecurity with Watermarked Protein Design Y Chen, Z Hu, Y Wu, R Chen, Y Jin, W Chen, H Huang bioRxiv, 2024.05. 02.591928, 2024 | 1 | 2024 |
| Cooperation or Competition: Avoiding Player Domination for Multi-Target Robustness via Adaptive Budgets Y Wang, D Zhang, Y Wu, H Huang, H Zhang Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 1 | 2023 |
| De-mark: Watermark Removal in Large Language Models R Chen, Y Wu, J Guo, H Huang arXiv preprint arXiv:2410.13808, 2024 | | 2024 |
| A Watermark for Order-Agnostic Language Models R Chen, Y Wu, Y Chen, C Liu, J Guo, H Huang arXiv preprint arXiv:2410.13805, 2024 | | 2024 |
Heng HuangBrendan Iribe Endowed Professor in Computer Science, University Maryland College ParkVerified email at umd.edu
