Foster, Ian

10 publications

TMLR 2025 Causal Discovery over High-Dimensional Structured Hypothesis Spaces with Causal Graph Partitioning Ashka Shah, Adela Frances DePavia, Nathaniel C Hudson, Ian Foster, Rick Stevens

ICLR 2025 Mitigating Memorization in Language Models Mansi Sakarvadia, Aswathy Ajith, Arham Mushtaq Khan, Nathaniel C Hudson, Caleb Geniesse, Kyle Chard, Yaoqing Yang, Ian Foster, Michael W. Mahoney

NeurIPS 2025 OmniCast: A Masked Latent Diffusion Model for Weather Forecasting Across Time Scales Tung Nguyen, Tuan Pham, Troy Arcomano, Rao Kotamarthi, Ian Foster, Sandeep Madireddy, Aditya Grover

MLHC 2025 ScaffoldGPT: A Scaffold-Based GPT Model for Drug Optimization Xuefeng Liu, Songhao Jiang, Ian Foster, Jinbo Xu, Rick L. Stevens

NeurIPSW 2024 Active Learning for Optimal Minimization of Experimental Characterization Uncertainty Marcus Schwarting, Nathan Seifert, Logan Ward, Ben Blaiszik, Ian Foster, Yuxin Chen, Kirill Prozument

ICMLW 2024 Causal Discovery over High-Dimensional Structured Hypothesis Spaces with Causal Graph Partitioning Ashka Shah, Adela Frances DePavia, Nathaniel C Hudson, Ian Foster, Rick Stevens

NeurIPS 2024 Scaling Transformer Neural Networks for Skillful and Reliable Medium-Range Weather Forecasting Tung Nguyen, Rohan Shah, Hritik Bansal, Troy Arcomano, Romit Maulik, Veerabhadra Kotamarthi, Ian Foster, Sandeep Madireddy, Aditya Grover

ICLRW 2024 Scaling Transformers for Skillful and Reliable Medium-Range Weather Forecasting Tung Nguyen, Rohan Shah, Hritik Bansal, Troy Arcomano, Sandeep Madireddy, Romit Maulik, Veerabhadra Kotamarthi, Ian Foster, Aditya Grover

NeurIPSW 2023 DrugImprover: Utilizing Reinforcement Learning for Multi-Objective Alignment in Drug Optimization Xuefeng Liu, Songhao Jiang, Archit Vasan, Alexander Brace, Ozan Gokdemir, Thomas Brettin, Fangfang Xia, Ian Foster, Rick Stevens

NeurIPS 2023 WordScape: A Pipeline to Extract Multilingual, Visually Rich Documents with Layout Annotations from Web Crawl Data Maurice Weber, Carlo Siebenschuh, Rory Butler, Anton Alexandrov, Valdemar Thanner, Georgios Tsolakis, Haris Jabbar, Ian Foster, Bo Li, Rick Stevens, Ce Zhang