Haoyang Liu

According to our database, Haoyang Liu authored at least 12 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Towards Adversarially Robust Dataset Distillation by Curvature Regularization.

Eric Xue, Yijiang Li, Haoyang Liu, Peiran Wang, Yifan Shen, Haohan Wang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

GenoTEX: A Benchmark for Evaluating LLM-Based Exploration of Gene Expression Data in Alignment with Bioinformaticians.

Haoyang Liu, Haohan Wang

CoRR, 2024

Approximate Nullspace Augmented Finetuning for Robust Vision Transformers.

Haoyang Liu, Aditya Singh, Yijiang Li, Haohan Wang

CoRR, 2024

Towards Adversarially Robust Dataset Distillation by Curvature Regularization.

Eric Xue, Yijiang Li, Haoyang Liu, Yifan Shen, Haohan Wang

CoRR, 2024

Toward a Team of AI-made Scientists for Scientific Discovery from Gene Expression Data.

Haoyang Liu, Yijiang Li, Jinglin Jian, Yuxuan Cheng, Jianrong Lu, Shuyi Guo, Jinglei Zhu, Mianchen Zhang, Miantong Zhang, Haohan Wang

CoRR, 2024

Foundation Model-oriented Robustness: Robust Image Model Evaluation with Pretrained Models.

Peiyan Zhang, Haoyang Liu, Chaozhuo Li, Xing Xie, Sunghun Kim, Haohan Wang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Dataset Distillation via the Wasserstein Metric.

Haoyang Liu, Tiancheng Xing, Luwei Li, Vibhu Dalal, Jingrui He, Haohan Wang

CoRR, 2023

Beyond Pixels: Exploring Human-Readable SVG Generation for Simple Images with Vision Language Models.

Tong Zhang, Haoyang Liu, Peiyan Zhang, Yuxuan Cheng, Haohan Wang

CoRR, 2023

Towards Trustworthy and Aligned Machine Learning: A Data-centric Survey with Causality Perspectives.

Haoyang Liu, Maheep Chaudhary, Haohan Wang

CoRR, 2023

2021

UIUC_BioNLP at SemEval-2021 Task 11: A Cascade of Neural Models for Structuring Scholarly NLP Contributions.

Haoyang Liu, Maria Janina Sarol, Halil Kilicoglu

Proceedings of the 15th International Workshop on Semantic Evaluation, 2021

2020

Automatic approach for constructing a knowledge graph of knee osteoarthritis in Chinese.

Xin Li, Haoyang Liu, Xu Zhao, Guigang Zhang, Chunxiao Xing

Health Inf. Sci. Syst., 2020

2019

Can Heart Rate Variability Parameters Be a Biomarker for Predicting Motor Function Prognosis in Patients with Chronic Stroke?

Xiaoyu Zhang, Xin Li, Haoyang Liu, Guigang Zhang, Chunxiao Xing

Proceedings of the Health Information Science - 8th International Conference, 2019