Ruiyi Fang

According to our database, Ruiyi Fang authored at least 14 papers between 2022 and 2026.

Collaborative distances:

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

2026

Structure-Centric Graph Foundation Model via Geometric Bases.

Xiaodong He, Haolan He, Ruiyi Fang, Ming Sun, Zhao Kang

CoRR, May, 2026

When Priors Backfire: On the Vulnerability of Unlearnable Examples to Pretraining.

Zhihao Li, Gezheng Xu, Jiale Cai, Ruiyi Fang, Di Wu, Qicheng Lao, Charles X. Ling, Boyu Wang

CoRR, March, 2026

A Study of Adaptive Modeling Towards Robust Generalization.

Zihao Jing, Qiuhao Zeng, Ruiyi Fang, Yan Yi Li, Yan Sun, Boyu Wang, Pingzhao Hu

CoRR, February, 2026

Entropy-Guided Dynamic Tokens for Graph-LLM Alignment in Molecular Understanding.

Zihao Jing, Qiuhao Zeng, Ruiyi Fang, Yan Sun, Boyu Wang, Pingzhao Hu

CoRR, February, 2026

Intra-Class Unbiased Prototype Aggregation and Classifier Collaboration for Personalized Federated Learning.

Hao Zheng, Shiyu Song, Zhigang Hu, Meiguang Zheng, Liu Yang, Aikun Xu, Rongchang Zhao, Ruizhi Pu, Ruiyi Fang, Boyu Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Graph Domain Adaptation via Homophily-Agnostic Reconstructing Structure.

Ruiyi Fang, Shuo Wang, Ruizhi Pu, Qiuhao Zeng, Hao Zheng, Ziyan Wang, Jiale Cai, Zhimin Mei, Song Tang, Charles Ling, Boyu Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Simplified PCNet with robustness.

Bingheng Li, Xuanting Xie, Haoxiang Lei, Ruiyi Fang, Zhao Kang

Neural Networks, 2025

Multi-step difference-driven domain adversarial network for few-sample fault detection in dynamic industrial systems.

Ruiyi Fang, Kai Wang, Xiaofeng Yuan, Zeyu Yang, Yalin Wang, Chunhua Yang

Eng. Appl. Artif. Intell., 2025

Homophily Enhanced Graph Domain Adaptation.

Ruiyi Fang, Bingheng Li, Jingyu Zhao, Ruizhi Pu, Qiuhao Zeng, Gezheng Xu, Charles Ling, Boyu Wang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

On the Benefits of Attribute-Driven Graph Domain Adaptation.

Ruiyi Fang, Bingheng Li, Zhao Kang, Qiuhao Zeng, Nima Hosseini Dashtbayaz, Ruizhi Pu, Charles Ling, Boyu Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression.

Ruizhi Pu, Gezheng Xu, Ruiyi Fang, Bingkun Bao, Charles Ling, Boyu Wang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Leveraging Group Classification with Descending Soft Labeling for Deep Imbalanced Regression.

Ruizhi Pu, Gezheng Xu, Ruiyi Fang, Binkun Bao, Charles X. Ling, Boyu Wang

CoRR, 2024

Wasserstein Distance Based Domain Adversarial Autoencoder for Industrial Few-sample Fault Detection.

Ruiyi Fang, Kai Wang, Xiaofeng Yuan, Yalin Wang, Chunhua Yang

Proceedings of the 14th Asian Control Conference, 2024

2022

Structure-Preserving Graph Representation Learning.

Ruiyi Fang, Liangjian Wen, Zhao Kang, Jianzhuang Liu

Proceedings of the IEEE International Conference on Data Mining, 2022