University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校）

PromptSep: Generative Audio Separation via Multimodal Prompting

Yutong Wen, Ke Chen, Prem Seetharaman, Oriol Nieto, Jiaqi Su, Rithesh Kumar, Minje Kim, Paris Smaragdis, Zeyu Jin, Justin Salamon

机构 * Adobe Research（Adobe研究院） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） ； MIT（麻省理工学院） 纠错

Comments Submitted to ICASSP 2026

Particle-Grid Neural Dynamics for Learning Deformable Object Models from RGB-D Videos

Kaifeng Zhang, Baoyu Li, Kris Hauser, Yunzhu Li

机构 * Columbia University（哥伦比亚大学） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

Comments Project page: https://kywind.github.io/pgnd

TextRegion: Text-Aligned Region Tokens from Frozen Image-Text Models

Yao Xiao, Qiqian Fu, Heyi Tao, Yuqun Wu, Zhen Zhu, Derek Hoiem

机构 * Siebel School of Computing and Data Science（塞比尔计算与数据科学学院） ； University of Illinois at Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

Comments Published in TMLR, with a J2C Certification

Journal ref Transactions on Machine Learning Research, 2025

BAPPA: Benchmarking Agents, Plans, and Pipelines for Automated Text-to-SQL Generation

Fahim Ahmed, Md Mubtasim Ahasan, Jahir Sadik Monon, Muntasir Wahed, M Ashraful Amin, A K M Mahbubur Rahman, Amin Ahsan Ali

机构 * Center for Computational & Data Sciences, Independent University, Bangladesh（计算与数据科学中心，独立大学，孟加拉国） ； University of Massachusetts Amherst（马萨诸塞大学阿默斯特分校） ； University of Illinois Urbana-Champaign（伊利诺伊大学厄巴纳-香槟分校） 纠错

Scalable Multi-Robot Motion Planning Using Workspace Guidance-Informed Hypergraphs

Courtney McBeth, James Motes, Isaac Ngui, Marco Morales, Nancy M. Amato

机构 * Parasol Lab, Department of Computer Science, University of Illinois Urbana-Champaign（Parasol实验室，计算机科学系，伊利诺伊大学厄巴纳-香槟分校） 纠错

Comments This work has been submitted for review