Lin, Yingyu

4 publications

ICLR 2026 Beyond Length: Quantifying Long-Range Information for Long-Context LLM Pretraining Data Haoran Deng, Yingyu Lin, Zhenghao Lin, Xiao Liu, Yizhou Sun, Yian Ma, Yeyun Gong

ICLR 2025 A Skewness-Based Criterion for Addressing Heteroscedastic Noise in Causal Discovery Yingyu Lin, Yuxing Huang, Wenqin Liu, Haoran Deng, Ignavier Ng, Kun Zhang, Mingming Gong, Yian Ma, Biwei Huang

NeurIPS 2025 Purifying Approximate Differential Privacy with Randomized Post-Processing Yingyu Lin, Erchi Wang, Yian Ma, Yu-Xiang Wang

ICLR 2024 Tractable MCMC for Private Learning with Pure and Gaussian Differential Privacy Yingyu Lin, Yian Ma, Yu-Xiang Wang, Rachel Emily Redberg, Zhiqi Bu