University of Maryland, College Park（马里兰大学帕克分校）

Test-Time Scaling in Diffusion LLMs via Hidden Semi-Autoregressive Experts

Jihoon Lee, Hoyeon Moon, Kevin Zhai, Arun Kumar Chithanar, Anit Kumar Sahu, Soummya Kar, Chul Lee, Souradip Chakraborty, Amrit Singh Bedi

机构 * Yonsei University（延世大学） ； Oracle（Oracle公司） ； CMU（卡内基梅隆大学） ； UMD（马里兰大学） ； UCF（佛罗里达大学） 纠错

StructuralDecompose: A Modular Framework for Robust Time Series Decomposition in R

Allen Daniel Sunny

机构 * University of Maryland, College Park（马里兰大学College Park分校） 纠错

Comments 8 pages, 4 figures. Part of the R package StructuralDecompose (https://cran.r-project.org/web/packages/StructuralDecompose/index.html)

Zeroth-Order Methods for Stochastic Nonconvex Nonsmooth Composite Optimization

Ziyi Chen, Peiran Yu, Heng Huang

机构 * Department of Computer Science University of Maryland College Park（计算机科学系大学马里兰大学学院公园分校） ； Department of Computer Science and Engineering University of Texas Arlington（计算机科学与工程系德克萨斯大学阿灵顿分校） 纠错

Trade-off in Estimating the Number of Byzantine Clients in Federated Learning

Ziyi Chen, Su Zhang, Heng Huang

机构 * Department of Computer Science University of Maryland College Park（计算机科学系大学马里兰大学学院公园） 纠错

Improving Consistency in Retrieval-Augmented Systems with Group Similarity Rewards

Faisal Hamman, Chenyang Zhu, Anoop Kumar, Xujun Peng, Sanghamitra Dutta, Daben Liu, Alfy Samuel

机构 * University of Maryland, College Park（马里兰大学学院公园分校） ； Capital One 纠错

Comments Accepted at NeurIPS 2025 Workshop on Reliable ML from Unreliable Data

EmbodiSwap for Zero-Shot Robot Imitation Learning

Eadom Dessalene, Pavan Mantripragada, Michael Maynord, Yiannis Aloimonos

机构 * department of Computer Science, University of Maryland, College Park, MD, 20742（计算机科学系，马里兰大学， College Park, MD） 纠错

Comments Video link: https://drive.google.com/file/d/1UccngwgPqUwPMhBja7JrXfZoTquCx_Qe/view?usp=sharing