基于加权质量评价函数的K-means图像分割算法 (K-means Image Segmentation Algorithm Based on Weighted Quality Evaluation Function). - Changqi Liu; Kun Shao; Xing Huo; Dongyang Fan; Jieqing Tan (计算机科学, 2019)

An Improved RBF Neural Network based on Clustering Algorithm for Estimating Wind Speed from X-band Marine Radar Images. - Hui Wang; Dongyang Fan; Haiyang Qiu; Zhiyu Zhu; Pengfei Zhi; Wanlu Zhu (ICPS, 2021)

Collaborative Learning via Prediction Consensus. - Dongyang Fan; Celestine Mendler-Dünner; Martin Jaggi (NeurIPS, 2023)

Ghost Noise for Regularizing Deep Neural Networks. - Atli Kosson; Dongyang Fan; Martin Jaggi (AAAI, 2024)

Towards an empirical understanding of MoE design choices. - Dongyang Fan; Bettina Messmer; Martin Jaggi (CoRR, 2024)

Personalized Collaborative Fine-Tuning for On-Device Large Language Models. - Nicolas Wagner; Dongyang Fan; Martin Jaggi (CoRR, 2024)

On-device Collaborative Language Modeling via a Mixture of Generalists and Specialists. - Dongyang Fan; Bettina Messmer; Martin Jaggi (CoRR, 2024)

From Fairness to Truthfulness: Rethinking Data Valuation Design. - Dongyang Fan; Tyler J. Rotello; Sai Praneeth Karimireddy (CoRR, 2025)

Can Performant LLMs Be Ethical? Quantifying the Impact of Web Crawling Opt-Outs. - Dongyang Fan; Vinko Sabolcec; Matin Ansaripour; Ayush Kumar Tarun; Martin Jaggi; Antoine Bosselut; Imanol Schlag (CoRR, 2025)

URLs Help, Topics Guide: Understanding Metadata Utility in LLM Training. - Dongyang Fan; Vinko Sabolcec; Martin Jaggi (CoRR, 2025)