Spotlight "synthetic data generation" Papers

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Conference

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poster (24,624)paper (8,558)oral (1,594)spotlight (1,421)highlight (975)

Adaptive Prediction-Powered AutoEval with Reliability and Efficiency Guarantees

Sangwoo Park, Matteo Zecchin, Osvaldo Simeone

NEURIPS 2025spotlightarXiv:2505.18659
4
citations

Prismatic Synthesis: Gradient-based Data Diversification Boosts Generalization in LLM Reasoning

Jaehun Jung, Seungju Han, Ximing Lu et al.

NEURIPS 2025spotlightarXiv:2505.20161
17
citations

Spend Wisely: Maximizing Post-Training Gains in Iterative Synthetic Data Bootstrapping

Pu Yang, Yunzhen Feng, Ziyuan Chen et al.

NEURIPS 2025spotlightarXiv:2501.18962
1
citations

Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data

Zi Liang, Qingqing Ye, Xuan Liu et al.

NEURIPS 2025spotlight

Differentially Private Synthetic Data via Foundation Model APIs 2: Text

Chulin Xie, Zinan Lin, Arturs Backurs et al.

ICML 2024spotlightarXiv:2403.01749
63
citations