University of Texas at Austin（得克萨斯大学奥斯汀分校）

AstroVisBench: A Code Benchmark for Scientific Computing and Visualization in Astronomy

Sebastian Antony Joseph, Syed Murtaza Husain, Stella S. R. Offner, Stéphanie Juneau, Paul Torrey, Adam S. Bolton, Juan P. Farias, Niall Gaffney, Greg Durrett, Junyi Jessy Li

机构 * The University of Texas at Austin（德克萨斯大学奥斯汀分校） ； NSF National Optical-Infrared Astronomy Research Laboratory（国家光学红外天文研究实验室） ； University of Virginia（弗吉尼亚大学） ； SLAC National Accelerator Laboratory（斯坦福直线加速器实验室） ； Texas Advanced Computing Center（德克萨斯高级计算中心） 纠错

Comments Accepted at NeurIPS 2025 Datasets & Benchmarks Track

The cell as a token: high-dimensional geometry in language models and cell embeddings

William Gilpin

机构 * Department of Physics, The University of Texas at Austin, Austin, Texas 78712, USA（德克萨斯大学奥斯汀分校物理系） 纠错

Comments 4 pages, 2 figures

Journal ref Bioinformatics (2025)

More of the Same: Persistent Representational Harms Under Increased Representation

Jennifer Mickel, Maria De-Arteaga, Leqi Liu, Kevin Tian

机构 * EleutherAI ； Universitat Ramon Llull, ESADE（拉蒙·拉鲁尔大学，ESADE） ； UT Austin（德克萨斯大学奥斯汀分校） 纠错

Comments Proceedings of the Neural Information Processing Systems (NeurIPS) 2025; 39 pages, 7 figures, 15 tables

DeepOSets: Non-Autoregressive In-Context Learning with Permutation-Invariance Inductive Bias

Shao-Ting Chiu, Junyuan Hong, Ulisses Braga-Neto

机构 * Dept of Electrical & Computer Engineering Texas A&M University College Station, TX, USA（电气与计算机工程系塔拉斯州立大学） ； Department of Electrical & Computer Engineering University of Texas at Austin（电气与计算机工程系德克萨斯大学奥斯汀分校） 纠错

Comments Set transformer results in the high-dimensional (d=20) case were added; there is a revised proof of Theorem 1; minor edits were made throughout