Automatic Approach for Constructing a Knowledge Graph of Knee Osteoarthritis in Chinese X Li, H Liu, X Zhao, G Zhang, C Xing Health information science and systems 8, 1-8, 2020 | 32 | 2020 |
Towards Trustworthy and Aligned Machine Learning: A Data-Centric Survey with Causality Perspectives H Liu, M Chaudhary, H Wang arXiv preprint arXiv:2307.16851, 2023 | 24 | 2023 |
UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions H Liu, MJ Sarol, H Kilicoglu SemEval 2021 (Best System Paper Award), 377–386, 2021 | 15 | 2021 |
Dataset Distillation via the Wasserstein Metric H Liu, Y Li, T Xing, V Dalal, L Li, J He, H Wang arXiv preprint arXiv:2311.18531, 2023 | 12 | 2023 |
Towards Adversarially Robust Dataset Distillation by Curvature Regularization E Xue, Y Li, H Liu, Y Shen, H Wang AAAI 2025, 2025 | 9 | 2025 |
Foundation Model-Oriented Robustness: Robust Image Model Evaluation with Pretrained Models P Zhang, H Liu, C Li, X Xie, S Kim, H Wang ICLR 2024, 2024 | 9 | 2024 |
Toward a Team of AI-Made Scientists for Scientific Discovery from Gene Expression Data H Liu, Y Li, J Jian, Y Cheng, J Lu, S Guo, J Zhu, M Zhang, M Zhang, ... arXiv preprint arXiv:2402.12391, 2024 | 3 | 2024 |
Beyond Pixels: Exploring Human-Readable SVG Generation for Simple Images with Vision Language Models T Zhang, H Liu, P Zhang, Y Cheng, H Wang arXiv preprint arXiv:2311.15543, 2023 | 3 | 2023 |
Approximate Nullspace Augmented Finetuning for Robust Vision Transformers H Liu, A Singh, Y Li, H Wang CPAL 2025 (Oral), 2025 | | 2025 |
GenoTEX: A Benchmark for Evaluating LLM-Based Exploration of Gene Expression Data in Alignment with Bioinformaticians H Liu, H Wang arXiv preprint arXiv:2406.15341, 2024 | | 2024 |