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

2510.26790 2025-10-31 cs.CL cs.AI

Gistify! Codebase-Level Understanding via Runtime Execution

Hyunji Lee, Minseon Kim, Chinmay Singh, Matheus Pereira, Atharv Sonwane, Isadora White, Elias Stengel-Eskin, Mohit Bansal, Zhengyan Shi, Alessandro Sordoni, Marc-Alexandre Côté, Xingdi Yuan, Lucas Caccia

机构 * University of North Carolina at Chapel Hill（北卡罗来纳大学教堂山分校）； Microsoft Research（微软研究院）； Cornell University（康奈尔大学）； University of California San Diego（加州大学圣地亚哥分校）； University of Texas at Austin（德克萨斯大学奥斯汀分校）

2510.26097 2025-10-31 eess.SP cs.LG

Robust Super-Capacity SRS Channel Inpainting via Diffusion Models

Usman Akram, Fan Zhang, Yang Li, Haris Vikalo

机构 * Department of Electrical and Computer Engineering, The University of Texas at Austin（电子与计算机工程系，德克萨斯大学奥斯汀分校）； Standards and Mobility Innovation Lab, Samsung Research America（标准与移动创新实验室，三星美国研究院）

2507.13328 2025-10-31 cs.CL cs.AI

Vision-and-Language Training Helps Deploy Taxonomic Knowledge but Does Not Fundamentally Alter It

Yulu Qin, Dheeraj Varghese, Adam Dahlgren Lindström, Lucia Donatelli, Kanishka Misra, Najoung Kim

机构 * Boston University（波士顿大学）； University of Amsterdam（阿姆斯特丹大学）； Umeå University（乌梅大学）； Vrije Universiteit Amsterdam（阿姆斯特丹自由大学）； TTIC（TTIC研究中心）； The University of Texas at Austin（德克萨斯大学奥斯汀分校）

2410.12652 2025-10-31 cs.LG cs.AI eess.SP

Constrained Posterior Sampling: Time Series Generation with Hard Constraints

Sai Shankar Narasimhan, Shubhankar Agarwal, Litu Rout, Sanjay Shakkottai, Sandeep P. Chinchali

机构 * Department of Electrical and Computer Engineering, The 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）

2403.02682 2025-10-31 cs.LG eess.SP

Time Weaver: A Conditional Time Series Generation Model

Sai Shankar Narasimhan, Shubhankar Agarwal, Oguzhan Akcin, Sujay Sanghavi, Sandeep Chinchali

机构 * Department of Electrical and Computer Engineering, The University of Texas at Austin, Austin, USA（电子与计算机工程系，德克萨斯大学奥斯汀分校，奥斯汀，美国）