TMLR

LLM-Powered GUI Agents in Phone Automation: Surveying Progress and Prospects

Guangyi Liu, Pengxiang Zhao, Yaozhen Liang, Liang Liu, Yaxuan Guo, Han Xiao, Weifeng Lin, Yuxiang Chai, Yue Han, Shuai Ren, Hao Wang, Xiaoyu Liang, WenHao Wang, Tianze Wu, Zhengxi Lu, Siheng Chen, LiLinghao, Hao Wang, Guanjing Xiong, Yong Liu, Hongsheng Li

Comments Paper accepted to TMLR 2025, Project Homepage: https://github.com/PhoneLLM/Awesome-LLM-Powered-Phone-GUI-Agents

Early Classification of Time Series: A Survey and Benchmark

Aurélien Renault, Alexis Bondu, Antoine Cornuéjols, Vincent Lemaire

机构 * Orange Research（Orange研究） 纠错

Journal ref Transactions on Machine Learning Research 2025

Temporal Test-Time Adaptation with State-Space Models

Mona Schirmer, Dan Zhang, Eric Nalisnick

机构 * UvA-Bosch Delta Lab, University of Amsterdam（阿姆斯特丹大学） ； Bosch Center for AI（博世人工智能中心） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

Comments Published in Transactions on Machine Learning Research (TMLR)

DRAGON: Distributional Rewards Optimize Diffusion Generative Models

Yatong Bai, Jonah Casebeer, Somayeh Sojoudi, Nicholas J. Bryan

机构 * University of California, Berkeley（加州大学伯克利分校） ； Adobe Research（Adobe研究） 纠错

Comments Accepted to TMLR