Fan, Dongyang

7 publications

ICLRW 2025 From Fairness to Truthfulness: Rethinking Data Valuation Design Dongyang Fan, Tyler J. Rotello, Sai Praneeth Karimireddy

ICML 2025 On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists Dongyang Fan, Bettina Messmer, Nikita Doikov, Martin Jaggi

ICLRW 2025 On-Device Collaborative Language Modeling via a Mixture of Generalists and Specialists Dongyang Fan, Bettina Messmer, Nikita Doikov, Martin Jaggi

NeurIPS 2025 URLs Help, Topics Guide: Understanding Metadata Utility in LLM Training Dongyang Fan, Vinko Sabolčec, Martin Jaggi

AAAI 2024 Ghost Noise for Regularizing Deep Neural Networks Atli Kosson, Dongyang Fan, Martin Jaggi

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

NeurIPSW 2023 Understanding the Role of Noisy Statistics in the Regularization Effect of Batch Normalization Atli Kosson, Dongyang Fan, Martin Jaggi